{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":2,"message":"how much","is_image_followup_context":true,"is_short_or_ambiguous_message":true,"follow_up_intent_from_memory":"another_option","follow_up_intent_after_classifier":"another_option","classifier_follow_up_intent":"another_option","categories_from_message_count":0,"message_specifies_store_product_details":false},"timestamp":1777034253466}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H2_routing_to_score_path","location":"WhatsAppBotContextForAiService.php:routing_decision","message":"routing_decision_state","data":{"conversation_id":2,"message":"how much","classifier_follow_up_intent":"another_option","effective_follow_up_intent":"another_option","follow_up_intent_for_select_best":"another_option","short_blocks_store_product_selection":false,"filtered_count":2,"is_explicit_product":false,"price_follow_up_active":false,"is_image_followup_context":true},"timestamp":1777034253504}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H3_selection_branch_null_product","location":"WhatsAppBotContextForAiService.php:selection_post_branch","message":"selection_branch_result","data":{"conversation_id":2,"message":"how much","selection_branch":"carousel_next","follow_up_intent_effective":"another_option","follow_up_intent_for_select_best":"another_option","is_another_option":true,"show_same_product_again":false,"short_blocks_store_product_selection":false,"filtered_count":2,"selected_product_id":4,"selected_has_media":true},"timestamp":1777034253505}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":2,"message":"how much","action":"show_product_next","has_store_product_for_media":true,"store_product_for_media_id":4,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"another_option","classifier_follow_up_intent":"another_option"},"timestamp":1777034253507}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":2,"message":"how much something like this","is_image_followup_context":true,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":"another_option","follow_up_intent_after_classifier":"another_option","classifier_follow_up_intent":"another_option","categories_from_message_count":0,"message_specifies_store_product_details":false},"timestamp":1777034288163}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H2_routing_to_score_path","location":"WhatsAppBotContextForAiService.php:routing_decision","message":"routing_decision_state","data":{"conversation_id":2,"message":"how much something like this","classifier_follow_up_intent":"another_option","effective_follow_up_intent":"another_option","follow_up_intent_for_select_best":"another_option","short_blocks_store_product_selection":false,"filtered_count":3,"is_explicit_product":false,"price_follow_up_active":false,"is_image_followup_context":true},"timestamp":1777034288185}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H3_selection_branch_null_product","location":"WhatsAppBotContextForAiService.php:selection_post_branch","message":"selection_branch_result","data":{"conversation_id":2,"message":"how much something like this","selection_branch":"carousel_next","follow_up_intent_effective":"another_option","follow_up_intent_for_select_best":"another_option","is_another_option":true,"show_same_product_again":false,"short_blocks_store_product_selection":false,"filtered_count":3,"selected_product_id":6,"selected_has_media":true},"timestamp":1777034288186}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":2,"message":"how much something like this","action":"show_product_next","has_store_product_for_media":true,"store_product_for_media_id":6,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"another_option","classifier_follow_up_intent":"another_option"},"timestamp":1777034288188}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":2,"message":"how much","is_image_followup_context":true,"is_short_or_ambiguous_message":true,"follow_up_intent_from_memory":"other","follow_up_intent_after_classifier":"other","classifier_follow_up_intent":"other","categories_from_message_count":0,"message_specifies_store_product_details":false},"timestamp":1777034311579}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H2_routing_to_score_path","location":"WhatsAppBotContextForAiService.php:routing_decision","message":"routing_decision_state","data":{"conversation_id":2,"message":"how much","classifier_follow_up_intent":"other","effective_follow_up_intent":"media","follow_up_intent_for_select_best":"other","short_blocks_store_product_selection":false,"filtered_count":3,"is_explicit_product":false,"price_follow_up_active":false,"is_image_followup_context":true},"timestamp":1777034311625}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H3_selection_branch_null_product","location":"WhatsAppBotContextForAiService.php:selection_post_branch","message":"selection_branch_result","data":{"conversation_id":2,"message":"how much","selection_branch":"score_primary","follow_up_intent_effective":"media","follow_up_intent_for_select_best":"other","is_another_option":false,"show_same_product_again":false,"short_blocks_store_product_selection":false,"filtered_count":3,"selected_product_id":null,"selected_has_media":false},"timestamp":1777034311627}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":2,"message":"how much","action":"disambiguate","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":3,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"media","classifier_follow_up_intent":"other"},"timestamp":1777034311629}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":2,"message":"how much","is_image_followup_context":true,"is_short_or_ambiguous_message":true,"follow_up_intent_from_memory":"another_option","follow_up_intent_after_classifier":"another_option","classifier_follow_up_intent":"another_option","categories_from_message_count":0,"message_specifies_store_product_details":false},"timestamp":1777034876363}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H2_routing_to_score_path","location":"WhatsAppBotContextForAiService.php:routing_decision","message":"routing_decision_state","data":{"conversation_id":2,"message":"how much","classifier_follow_up_intent":"another_option","effective_follow_up_intent":"another_option","follow_up_intent_for_select_best":"another_option","short_blocks_store_product_selection":false,"filtered_count":2,"is_explicit_product":false,"price_follow_up_active":false,"is_image_followup_context":true},"timestamp":1777034876391}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H3_selection_branch_null_product","location":"WhatsAppBotContextForAiService.php:selection_post_branch","message":"selection_branch_result","data":{"conversation_id":2,"message":"how much","selection_branch":"carousel_next","follow_up_intent_effective":"another_option","follow_up_intent_for_select_best":"another_option","is_another_option":true,"show_same_product_again":false,"short_blocks_store_product_selection":false,"filtered_count":2,"selected_product_id":4,"selected_has_media":true},"timestamp":1777034876393}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":2,"message":"how much","action":"show_product_next","has_store_product_for_media":true,"store_product_for_media_id":4,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"another_option","classifier_follow_up_intent":"another_option"},"timestamp":1777034876398}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":2,"message":"and how much something like this","is_image_followup_context":true,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":"other","follow_up_intent_after_classifier":"other","classifier_follow_up_intent":"other","categories_from_message_count":0,"message_specifies_store_product_details":false},"timestamp":1777034898425}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H2_routing_to_score_path","location":"WhatsAppBotContextForAiService.php:routing_decision","message":"routing_decision_state","data":{"conversation_id":2,"message":"and how much something like this","classifier_follow_up_intent":"other","effective_follow_up_intent":"other","follow_up_intent_for_select_best":"other","short_blocks_store_product_selection":false,"filtered_count":3,"is_explicit_product":false,"price_follow_up_active":false,"is_image_followup_context":true},"timestamp":1777034898451}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H3_selection_branch_null_product","location":"WhatsAppBotContextForAiService.php:selection_post_branch","message":"selection_branch_result","data":{"conversation_id":2,"message":"and how much something like this","selection_branch":"score_primary","follow_up_intent_effective":"other","follow_up_intent_for_select_best":"other","is_another_option":false,"show_same_product_again":false,"short_blocks_store_product_selection":false,"filtered_count":3,"selected_product_id":null,"selected_has_media":false},"timestamp":1777034898452}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":2,"message":"and how much something like this","action":"ask_clarification","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"other","classifier_follow_up_intent":"other"},"timestamp":1777034898453}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":2,"message":"how much","is_image_followup_context":true,"is_short_or_ambiguous_message":true,"follow_up_intent_from_memory":"another_option","follow_up_intent_after_classifier":"another_option","classifier_follow_up_intent":"another_option","categories_from_message_count":0,"message_specifies_store_product_details":false},"timestamp":1777035338982}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H2_routing_to_score_path","location":"WhatsAppBotContextForAiService.php:routing_decision","message":"routing_decision_state","data":{"conversation_id":2,"message":"how much","classifier_follow_up_intent":"another_option","effective_follow_up_intent":"another_option","follow_up_intent_for_select_best":"another_option","short_blocks_store_product_selection":false,"filtered_count":2,"is_explicit_product":false,"price_follow_up_active":false,"is_image_followup_context":true},"timestamp":1777035339008}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H3_selection_branch_null_product","location":"WhatsAppBotContextForAiService.php:selection_post_branch","message":"selection_branch_result","data":{"conversation_id":2,"message":"how much","selection_branch":"carousel_next","follow_up_intent_effective":"another_option","follow_up_intent_for_select_best":"another_option","is_another_option":true,"show_same_product_again":false,"short_blocks_store_product_selection":false,"filtered_count":2,"selected_product_id":4,"selected_has_media":true},"timestamp":1777035339011}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":2,"is_image_followup_context":true,"store_categories_filter_count":1,"filtered_count":2,"store_product_for_media_present":true,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777035339012}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":2,"message":"how much","action":"show_product_next","has_store_product_for_media":true,"store_product_for_media_id":4,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"another_option","classifier_follow_up_intent":"another_option"},"timestamp":1777035339013}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":2,"message":"and how much comething like this","is_image_followup_context":true,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":"other","follow_up_intent_after_classifier":"other","classifier_follow_up_intent":"other","categories_from_message_count":0,"message_specifies_store_product_details":false},"timestamp":1777035364888}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H2_routing_to_score_path","location":"WhatsAppBotContextForAiService.php:routing_decision","message":"routing_decision_state","data":{"conversation_id":2,"message":"and how much comething like this","classifier_follow_up_intent":"other","effective_follow_up_intent":"other","follow_up_intent_for_select_best":"other","short_blocks_store_product_selection":false,"filtered_count":3,"is_explicit_product":false,"price_follow_up_active":false,"is_image_followup_context":true},"timestamp":1777035364907}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H3_selection_branch_null_product","location":"WhatsAppBotContextForAiService.php:selection_post_branch","message":"selection_branch_result","data":{"conversation_id":2,"message":"and how much comething like this","selection_branch":"score_primary","follow_up_intent_effective":"other","follow_up_intent_for_select_best":"other","is_another_option":false,"show_same_product_again":false,"short_blocks_store_product_selection":false,"filtered_count":3,"selected_product_id":null,"selected_has_media":false},"timestamp":1777035364908}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":2,"is_image_followup_context":true,"store_categories_filter_count":1,"filtered_count":3,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777035364910}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":2,"message":"and how much comething like this","action":"show_product","has_store_product_for_media":true,"store_product_for_media_id":6,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"other","classifier_follow_up_intent":"other"},"timestamp":1777035364910}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":2,"message":"how much","is_image_followup_context":true,"is_short_or_ambiguous_message":true,"follow_up_intent_from_memory":"other","follow_up_intent_after_classifier":"other","classifier_follow_up_intent":"other","categories_from_message_count":0,"message_specifies_store_product_details":false},"timestamp":1777035387346}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H2_routing_to_score_path","location":"WhatsAppBotContextForAiService.php:routing_decision","message":"routing_decision_state","data":{"conversation_id":2,"message":"how much","classifier_follow_up_intent":"other","effective_follow_up_intent":"media","follow_up_intent_for_select_best":"other","short_blocks_store_product_selection":false,"filtered_count":3,"is_explicit_product":false,"price_follow_up_active":false,"is_image_followup_context":true},"timestamp":1777035387366}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H3_selection_branch_null_product","location":"WhatsAppBotContextForAiService.php:selection_post_branch","message":"selection_branch_result","data":{"conversation_id":2,"message":"how much","selection_branch":"score_primary","follow_up_intent_effective":"media","follow_up_intent_for_select_best":"other","is_another_option":false,"show_same_product_again":false,"short_blocks_store_product_selection":false,"filtered_count":3,"selected_product_id":null,"selected_has_media":false},"timestamp":1777035387367}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":2,"is_image_followup_context":true,"store_categories_filter_count":1,"filtered_count":3,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777035387368}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":2,"message":"how much","action":"show_product","has_store_product_for_media":true,"store_product_for_media_id":6,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"media","classifier_follow_up_intent":"other"},"timestamp":1777035387368}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":2,"message":"how much something like this","is_image_followup_context":true,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":"another_option","follow_up_intent_after_classifier":"another_option","classifier_follow_up_intent":"another_option","categories_from_message_count":0,"message_specifies_store_product_details":false},"timestamp":1777035453706}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":2,"is_image_followup_context":true,"store_categories_filter_count":0,"filtered_count":0,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777035453731}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":2,"message":"how much something like this","action":"contact","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":true,"follow_up_intent_before_final_decision":"another_option","classifier_follow_up_intent":"another_option"},"timestamp":1777035453731}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":2,"message":"how much","is_image_followup_context":true,"is_short_or_ambiguous_message":true,"follow_up_intent_from_memory":null,"follow_up_intent_after_classifier":"another_option","classifier_follow_up_intent":"another_option","categories_from_message_count":1,"message_specifies_store_product_details":false},"timestamp":1777035968993}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H2_routing_to_score_path","location":"WhatsAppBotContextForAiService.php:routing_decision","message":"routing_decision_state","data":{"conversation_id":2,"message":"how much","classifier_follow_up_intent":"another_option","effective_follow_up_intent":"another_option","follow_up_intent_for_select_best":"another_option","short_blocks_store_product_selection":false,"filtered_count":1,"is_explicit_product":false,"price_follow_up_active":false,"is_image_followup_context":true},"timestamp":1777035969052}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H3_selection_branch_null_product","location":"WhatsAppBotContextForAiService.php:selection_post_branch","message":"selection_branch_result","data":{"conversation_id":2,"message":"how much","selection_branch":"carousel_next","follow_up_intent_effective":"another_option","follow_up_intent_for_select_best":"another_option","is_another_option":true,"show_same_product_again":false,"short_blocks_store_product_selection":false,"filtered_count":1,"selected_product_id":11,"selected_has_media":true},"timestamp":1777035969057}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":2,"is_image_followup_context":true,"store_categories_filter_count":1,"filtered_count":1,"store_product_for_media_present":true,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777035969069}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":2,"message":"how much","action":"show_product_next","has_store_product_for_media":true,"store_product_for_media_id":11,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"another_option","classifier_follow_up_intent":"another_option"},"timestamp":1777035969069}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":2,"message":"how much somethig like this","is_image_followup_context":true,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":null,"follow_up_intent_after_classifier":"another_option","classifier_follow_up_intent":"another_option","categories_from_message_count":0,"message_specifies_store_product_details":false},"timestamp":1777035999597}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":2,"is_image_followup_context":true,"store_categories_filter_count":0,"filtered_count":0,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777035999639}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":2,"message":"how much somethig like this","action":"contact","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":true,"follow_up_intent_before_final_decision":"another_option","classifier_follow_up_intent":"another_option"},"timestamp":1777035999640}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":2,"message":"how much","is_image_followup_context":true,"is_short_or_ambiguous_message":true,"follow_up_intent_from_memory":null,"follow_up_intent_after_classifier":"another_option","classifier_follow_up_intent":"another_option","categories_from_message_count":1,"message_specifies_store_product_details":false},"timestamp":1777036027074}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H2_routing_to_score_path","location":"WhatsAppBotContextForAiService.php:routing_decision","message":"routing_decision_state","data":{"conversation_id":2,"message":"how much","classifier_follow_up_intent":"another_option","effective_follow_up_intent":"another_option","follow_up_intent_for_select_best":"another_option","short_blocks_store_product_selection":false,"filtered_count":3,"is_explicit_product":false,"price_follow_up_active":false,"is_image_followup_context":true},"timestamp":1777036027103}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H3_selection_branch_null_product","location":"WhatsAppBotContextForAiService.php:selection_post_branch","message":"selection_branch_result","data":{"conversation_id":2,"message":"how much","selection_branch":"carousel_next","follow_up_intent_effective":"another_option","follow_up_intent_for_select_best":"another_option","is_another_option":true,"show_same_product_again":false,"short_blocks_store_product_selection":false,"filtered_count":3,"selected_product_id":6,"selected_has_media":true},"timestamp":1777036027104}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":2,"is_image_followup_context":true,"store_categories_filter_count":1,"filtered_count":3,"store_product_for_media_present":true,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777036027105}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":2,"message":"how much","action":"show_product_next","has_store_product_for_media":true,"store_product_for_media_id":6,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"another_option","classifier_follow_up_intent":"another_option"},"timestamp":1777036027105}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":2,"message":"you have two tone","is_image_followup_context":true,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":null,"follow_up_intent_after_classifier":"another_option","classifier_follow_up_intent":"another_option","categories_from_message_count":1,"message_specifies_store_product_details":true},"timestamp":1777036041562}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H2_routing_to_score_path","location":"WhatsAppBotContextForAiService.php:routing_decision","message":"routing_decision_state","data":{"conversation_id":2,"message":"you have two tone","classifier_follow_up_intent":"another_option","effective_follow_up_intent":"media","follow_up_intent_for_select_best":"another_option","short_blocks_store_product_selection":false,"filtered_count":3,"is_explicit_product":true,"price_follow_up_active":false,"is_image_followup_context":true},"timestamp":1777036041602}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H3_selection_branch_null_product","location":"WhatsAppBotContextForAiService.php:selection_post_branch","message":"selection_branch_result","data":{"conversation_id":2,"message":"you have two tone","selection_branch":"score_primary","follow_up_intent_effective":"media","follow_up_intent_for_select_best":"another_option","is_another_option":false,"show_same_product_again":false,"short_blocks_store_product_selection":false,"filtered_count":3,"selected_product_id":7,"selected_has_media":true},"timestamp":1777036041604}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":2,"is_image_followup_context":true,"store_categories_filter_count":1,"filtered_count":3,"store_product_for_media_present":true,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777036041606}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":2,"message":"you have two tone","action":"show_product","has_store_product_for_media":true,"store_product_for_media_id":7,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"media","classifier_follow_up_intent":"another_option"},"timestamp":1777036041607}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":2,"message":"and 36mm","is_image_followup_context":true,"is_short_or_ambiguous_message":true,"follow_up_intent_from_memory":null,"follow_up_intent_after_classifier":"another_option","classifier_follow_up_intent":"another_option","categories_from_message_count":1,"message_specifies_store_product_details":true},"timestamp":1777036053461}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H2_routing_to_score_path","location":"WhatsAppBotContextForAiService.php:routing_decision","message":"routing_decision_state","data":{"conversation_id":2,"message":"and 36mm","classifier_follow_up_intent":null,"effective_follow_up_intent":"media","follow_up_intent_for_select_best":null,"short_blocks_store_product_selection":false,"filtered_count":1,"is_explicit_product":true,"price_follow_up_active":false,"is_image_followup_context":true},"timestamp":1777036053491}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H3_selection_branch_null_product","location":"WhatsAppBotContextForAiService.php:selection_post_branch","message":"selection_branch_result","data":{"conversation_id":2,"message":"and 36mm","selection_branch":"score_primary","follow_up_intent_effective":"media","follow_up_intent_for_select_best":null,"is_another_option":false,"show_same_product_again":false,"short_blocks_store_product_selection":false,"filtered_count":1,"selected_product_id":8,"selected_has_media":true},"timestamp":1777036053492}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":2,"is_image_followup_context":true,"store_categories_filter_count":1,"filtered_count":1,"store_product_for_media_present":true,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777036053493}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":2,"message":"and 36mm","action":"show_product","has_store_product_for_media":true,"store_product_for_media_id":8,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"media","classifier_follow_up_intent":null},"timestamp":1777036053493}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":2,"message":"how much something like this","is_image_followup_context":true,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":null,"follow_up_intent_after_classifier":"another_option","classifier_follow_up_intent":"another_option","categories_from_message_count":1,"message_specifies_store_product_details":false},"timestamp":1777036095161}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H2_routing_to_score_path","location":"WhatsAppBotContextForAiService.php:routing_decision","message":"routing_decision_state","data":{"conversation_id":2,"message":"how much something like this","classifier_follow_up_intent":"another_option","effective_follow_up_intent":"another_option","follow_up_intent_for_select_best":"another_option","short_blocks_store_product_selection":false,"filtered_count":1,"is_explicit_product":false,"price_follow_up_active":false,"is_image_followup_context":true},"timestamp":1777036095186}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H3_selection_branch_null_product","location":"WhatsAppBotContextForAiService.php:selection_post_branch","message":"selection_branch_result","data":{"conversation_id":2,"message":"how much something like this","selection_branch":"carousel_next","follow_up_intent_effective":"another_option","follow_up_intent_for_select_best":"another_option","is_another_option":true,"show_same_product_again":false,"short_blocks_store_product_selection":false,"filtered_count":1,"selected_product_id":11,"selected_has_media":true},"timestamp":1777036095189}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":2,"is_image_followup_context":true,"store_categories_filter_count":1,"filtered_count":1,"store_product_for_media_present":true,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777036095191}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":2,"message":"how much something like this","action":"show_product_next","has_store_product_for_media":true,"store_product_for_media_id":11,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"another_option","classifier_follow_up_intent":"another_option"},"timestamp":1777036095191}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":2,"message":"HOW much somethig like this","is_image_followup_context":true,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":null,"follow_up_intent_after_classifier":"another_option","classifier_follow_up_intent":"another_option","categories_from_message_count":1,"message_specifies_store_product_details":false},"timestamp":1777036562650}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H2_routing_to_score_path","location":"WhatsAppBotContextForAiService.php:routing_decision","message":"routing_decision_state","data":{"conversation_id":2,"message":"HOW much somethig like this","classifier_follow_up_intent":"another_option","effective_follow_up_intent":"another_option","follow_up_intent_for_select_best":"another_option","short_blocks_store_product_selection":false,"filtered_count":1,"is_explicit_product":false,"price_follow_up_active":false,"is_image_followup_context":true},"timestamp":1777036562683}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H6_another_option_without_prior_listing","location":"WhatsAppBotContextForAiService.php:carousel_gate","message":"carousel_gate_evaluation","data":{"conversation_id":2,"message":"HOW much somethig like this","follow_up_intent_before_gate":"another_option","follow_up_intent_after_gate":"media","follow_up_intent_for_select_best":null,"has_prior_listing_for_carousel":false,"last_count":null,"memory_last_displayed_count":0,"is_another_option_after_gate":false},"timestamp":1777036562684}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H3_selection_branch_null_product","location":"WhatsAppBotContextForAiService.php:selection_post_branch","message":"selection_branch_result","data":{"conversation_id":2,"message":"HOW much somethig like this","selection_branch":"score_primary","follow_up_intent_effective":"media","follow_up_intent_for_select_best":null,"is_another_option":false,"show_same_product_again":false,"short_blocks_store_product_selection":false,"filtered_count":1,"selected_product_id":null,"selected_has_media":false},"timestamp":1777036562685}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":2,"is_image_followup_context":true,"store_categories_filter_count":1,"filtered_count":1,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777036562694}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":2,"message":"HOW much somethig like this","action":"show_product","has_store_product_for_media":true,"store_product_for_media_id":11,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"media","classifier_follow_up_intent":"another_option"},"timestamp":1777036562695}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":610,"message":"Wow","is_image_followup_context":false,"is_short_or_ambiguous_message":true,"follow_up_intent_from_memory":"other","follow_up_intent_after_classifier":"other","classifier_follow_up_intent":"other","categories_from_message_count":0,"message_specifies_store_product_details":false},"timestamp":1777036604418}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":610,"is_image_followup_context":false,"store_categories_filter_count":0,"filtered_count":0,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777036604442}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":610,"message":"Wow","action":"ask_clarification","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"other","classifier_follow_up_intent":"other"},"timestamp":1777036604442}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":611,"message":"How for 10/10 mosaic settings perm cut","is_image_followup_context":false,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":"another_option","follow_up_intent_after_classifier":"another_option","classifier_follow_up_intent":"another_option","categories_from_message_count":0,"message_specifies_store_product_details":false},"timestamp":1777036900034}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":611,"is_image_followup_context":false,"store_categories_filter_count":0,"filtered_count":0,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777036900059}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":611,"message":"How for 10/10 mosaic settings perm cut","action":"ask_clarification","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"another_option","classifier_follow_up_intent":"another_option"},"timestamp":1777036900059}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":2,"message":"how much somethig like this","is_image_followup_context":true,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":null,"follow_up_intent_after_classifier":"another_option","classifier_follow_up_intent":"another_option","categories_from_message_count":1,"message_specifies_store_product_details":false},"timestamp":1777037143810}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H2_routing_to_score_path","location":"WhatsAppBotContextForAiService.php:routing_decision","message":"routing_decision_state","data":{"conversation_id":2,"message":"how much somethig like this","classifier_follow_up_intent":"another_option","effective_follow_up_intent":"another_option","follow_up_intent_for_select_best":"another_option","short_blocks_store_product_selection":false,"filtered_count":1,"is_explicit_product":false,"price_follow_up_active":false,"is_image_followup_context":true},"timestamp":1777037143830}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H6_another_option_without_prior_listing","location":"WhatsAppBotContextForAiService.php:carousel_gate","message":"carousel_gate_evaluation","data":{"conversation_id":2,"message":"how much somethig like this","follow_up_intent_before_gate":"another_option","follow_up_intent_after_gate":"media","follow_up_intent_for_select_best":null,"has_prior_listing_for_carousel":false,"last_count":null,"memory_last_displayed_count":0,"is_another_option_after_gate":false},"timestamp":1777037143831}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H3_selection_branch_null_product","location":"WhatsAppBotContextForAiService.php:selection_post_branch","message":"selection_branch_result","data":{"conversation_id":2,"message":"how much somethig like this","selection_branch":"score_primary","follow_up_intent_effective":"media","follow_up_intent_for_select_best":null,"is_another_option":false,"show_same_product_again":false,"short_blocks_store_product_selection":false,"filtered_count":1,"selected_product_id":null,"selected_has_media":false},"timestamp":1777037143836}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":2,"is_image_followup_context":true,"store_categories_filter_count":1,"filtered_count":1,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777037143838}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H7_media_null_selection_should_contact","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:image_followup_null_selection","message":"image_followup_null_selection_forced_contact","data":{"conversation_id":2,"has_category_filter":true,"filtered_count":1,"selection_mode":null},"timestamp":1777037143838}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":2,"message":"how much somethig like this","action":"contact","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":true,"follow_up_intent_before_final_decision":"media","classifier_follow_up_intent":"another_option"},"timestamp":1777037143838}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":2,"message":"how much","is_image_followup_context":true,"is_short_or_ambiguous_message":true,"follow_up_intent_from_memory":null,"follow_up_intent_after_classifier":"another_option","classifier_follow_up_intent":"another_option","categories_from_message_count":0,"message_specifies_store_product_details":false},"timestamp":1777037165182}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":2,"is_image_followup_context":true,"store_categories_filter_count":0,"filtered_count":0,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777037165198}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H7_media_null_selection_should_contact","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:image_followup_null_selection","message":"image_followup_null_selection_forced_contact","data":{"conversation_id":2,"has_category_filter":false,"filtered_count":0,"selection_mode":null},"timestamp":1777037165198}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":2,"message":"how much","action":"contact","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":true,"follow_up_intent_before_final_decision":"another_option","classifier_follow_up_intent":"another_option"},"timestamp":1777037165198}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":2,"message":"im looking for this how much","is_image_followup_context":true,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":null,"follow_up_intent_after_classifier":"media","classifier_follow_up_intent":"media","categories_from_message_count":1,"message_specifies_store_product_details":false},"timestamp":1777037191901}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H2_routing_to_score_path","location":"WhatsAppBotContextForAiService.php:routing_decision","message":"routing_decision_state","data":{"conversation_id":2,"message":"im looking for this how much","classifier_follow_up_intent":"media","effective_follow_up_intent":"media","follow_up_intent_for_select_best":"media","short_blocks_store_product_selection":false,"filtered_count":3,"is_explicit_product":false,"price_follow_up_active":false,"is_image_followup_context":true},"timestamp":1777037191926}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H6_another_option_without_prior_listing","location":"WhatsAppBotContextForAiService.php:carousel_gate","message":"carousel_gate_evaluation","data":{"conversation_id":2,"message":"im looking for this how much","follow_up_intent_before_gate":"media","follow_up_intent_after_gate":"media","follow_up_intent_for_select_best":"media","has_prior_listing_for_carousel":false,"last_count":null,"memory_last_displayed_count":0,"is_another_option_after_gate":false},"timestamp":1777037191926}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H3_selection_branch_null_product","location":"WhatsAppBotContextForAiService.php:selection_post_branch","message":"selection_branch_result","data":{"conversation_id":2,"message":"im looking for this how much","selection_branch":"score_primary","follow_up_intent_effective":"media","follow_up_intent_for_select_best":"media","is_another_option":false,"show_same_product_again":false,"short_blocks_store_product_selection":false,"filtered_count":3,"selected_product_id":null,"selected_has_media":false},"timestamp":1777037191927}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":2,"is_image_followup_context":true,"store_categories_filter_count":1,"filtered_count":3,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777037191930}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H7_media_null_selection_should_contact","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:image_followup_null_selection","message":"image_followup_null_selection_forced_contact","data":{"conversation_id":2,"has_category_filter":true,"filtered_count":3,"selection_mode":null},"timestamp":1777037191930}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":2,"message":"im looking for this how much","action":"disambiguate","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":3,"store_product_contact_fallback":true,"follow_up_intent_before_final_decision":"media","classifier_follow_up_intent":"media"},"timestamp":1777037191934}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":2,"message":"how much","is_image_followup_context":true,"is_short_or_ambiguous_message":true,"follow_up_intent_from_memory":null,"follow_up_intent_after_classifier":"other","classifier_follow_up_intent":"other","categories_from_message_count":0,"message_specifies_store_product_details":false},"timestamp":1777037215546}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H2_routing_to_score_path","location":"WhatsAppBotContextForAiService.php:routing_decision","message":"routing_decision_state","data":{"conversation_id":2,"message":"how much","classifier_follow_up_intent":"other","effective_follow_up_intent":"media","follow_up_intent_for_select_best":"other","short_blocks_store_product_selection":false,"filtered_count":2,"is_explicit_product":false,"price_follow_up_active":false,"is_image_followup_context":true},"timestamp":1777037215570}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H6_another_option_without_prior_listing","location":"WhatsAppBotContextForAiService.php:carousel_gate","message":"carousel_gate_evaluation","data":{"conversation_id":2,"message":"how much","follow_up_intent_before_gate":"media","follow_up_intent_after_gate":"media","follow_up_intent_for_select_best":"other","has_prior_listing_for_carousel":false,"last_count":null,"memory_last_displayed_count":0,"is_another_option_after_gate":false},"timestamp":1777037215571}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H3_selection_branch_null_product","location":"WhatsAppBotContextForAiService.php:selection_post_branch","message":"selection_branch_result","data":{"conversation_id":2,"message":"how much","selection_branch":"score_primary","follow_up_intent_effective":"media","follow_up_intent_for_select_best":"other","is_another_option":false,"show_same_product_again":false,"short_blocks_store_product_selection":false,"filtered_count":2,"selected_product_id":null,"selected_has_media":false},"timestamp":1777037215571}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":2,"is_image_followup_context":true,"store_categories_filter_count":1,"filtered_count":2,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777037215573}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H7_media_null_selection_should_contact","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:image_followup_null_selection","message":"image_followup_null_selection_forced_contact","data":{"conversation_id":2,"has_category_filter":true,"filtered_count":2,"selection_mode":null},"timestamp":1777037215573}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":2,"message":"how much","action":"disambiguate","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":2,"store_product_contact_fallback":true,"follow_up_intent_before_final_decision":"media","classifier_follow_up_intent":"other"},"timestamp":1777037215573}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":2,"message":"how much","is_image_followup_context":true,"is_short_or_ambiguous_message":true,"follow_up_intent_from_memory":null,"follow_up_intent_after_classifier":"another_option","classifier_follow_up_intent":"another_option","categories_from_message_count":1,"message_specifies_store_product_details":false},"timestamp":1777037470101}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H2_routing_to_score_path","location":"WhatsAppBotContextForAiService.php:routing_decision","message":"routing_decision_state","data":{"conversation_id":2,"message":"how much","classifier_follow_up_intent":"another_option","effective_follow_up_intent":"another_option","follow_up_intent_for_select_best":"another_option","short_blocks_store_product_selection":false,"filtered_count":3,"is_explicit_product":false,"price_follow_up_active":false,"is_image_followup_context":true},"timestamp":1777037470118}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H6_another_option_without_prior_listing","location":"WhatsAppBotContextForAiService.php:carousel_gate","message":"carousel_gate_evaluation","data":{"conversation_id":2,"message":"how much","follow_up_intent_before_gate":"another_option","follow_up_intent_after_gate":"media","follow_up_intent_for_select_best":null,"has_prior_listing_for_carousel":false,"last_count":null,"memory_last_displayed_count":0,"is_another_option_after_gate":false},"timestamp":1777037470118}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H3_selection_branch_null_product","location":"WhatsAppBotContextForAiService.php:selection_post_branch","message":"selection_branch_result","data":{"conversation_id":2,"message":"how much","selection_branch":"score_primary","follow_up_intent_effective":"media","follow_up_intent_for_select_best":null,"is_another_option":false,"show_same_product_again":false,"short_blocks_store_product_selection":false,"filtered_count":3,"selected_product_id":null,"selected_has_media":false},"timestamp":1777037470119}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":2,"is_image_followup_context":true,"store_categories_filter_count":1,"filtered_count":3,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777037470120}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H7_media_null_selection_should_contact","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:image_followup_null_selection","message":"image_followup_null_selection_forced_contact","data":{"conversation_id":2,"has_category_filter":true,"filtered_count":3,"selection_mode":null},"timestamp":1777037470121}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":2,"message":"how much","action":"disambiguate","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":3,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"media","classifier_follow_up_intent":"another_option"},"timestamp":1777037470122}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":2,"message":"26mm ss","is_image_followup_context":true,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":null,"follow_up_intent_after_classifier":"another_option","classifier_follow_up_intent":"another_option","categories_from_message_count":1,"message_specifies_store_product_details":true},"timestamp":1777037491665}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H2_routing_to_score_path","location":"WhatsAppBotContextForAiService.php:routing_decision","message":"routing_decision_state","data":{"conversation_id":2,"message":"26mm ss","classifier_follow_up_intent":"another_option","effective_follow_up_intent":"another_option","follow_up_intent_for_select_best":"another_option","short_blocks_store_product_selection":false,"filtered_count":3,"is_explicit_product":true,"price_follow_up_active":false,"is_image_followup_context":true},"timestamp":1777037491691}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H6_another_option_without_prior_listing","location":"WhatsAppBotContextForAiService.php:carousel_gate","message":"carousel_gate_evaluation","data":{"conversation_id":2,"message":"26mm ss","follow_up_intent_before_gate":"another_option","follow_up_intent_after_gate":"media","follow_up_intent_for_select_best":null,"has_prior_listing_for_carousel":false,"last_count":null,"memory_last_displayed_count":0,"is_another_option_after_gate":false},"timestamp":1777037491691}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H3_selection_branch_null_product","location":"WhatsAppBotContextForAiService.php:selection_post_branch","message":"selection_branch_result","data":{"conversation_id":2,"message":"26mm ss","selection_branch":"score_primary","follow_up_intent_effective":"other","follow_up_intent_for_select_best":null,"is_another_option":false,"show_same_product_again":false,"short_blocks_store_product_selection":false,"filtered_count":3,"selected_product_id":null,"selected_has_media":false},"timestamp":1777037491692}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":2,"is_image_followup_context":true,"store_categories_filter_count":1,"filtered_count":3,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777037491693}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H7_media_null_selection_should_contact","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:image_followup_null_selection","message":"image_followup_null_selection_forced_contact","data":{"conversation_id":2,"has_category_filter":true,"filtered_count":3,"selection_mode":null},"timestamp":1777037491693}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":2,"message":"26mm ss","action":"disambiguate","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":3,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"other","classifier_follow_up_intent":"another_option"},"timestamp":1777037491694}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":2,"message":"how much","is_image_followup_context":true,"is_short_or_ambiguous_message":true,"follow_up_intent_from_memory":null,"follow_up_intent_after_classifier":"another_option","classifier_follow_up_intent":"another_option","categories_from_message_count":1,"message_specifies_store_product_details":false},"timestamp":1777037669650}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H2_routing_to_score_path","location":"WhatsAppBotContextForAiService.php:routing_decision","message":"routing_decision_state","data":{"conversation_id":2,"message":"how much","classifier_follow_up_intent":"another_option","effective_follow_up_intent":"another_option","follow_up_intent_for_select_best":"another_option","short_blocks_store_product_selection":false,"filtered_count":2,"is_explicit_product":false,"price_follow_up_active":false,"is_image_followup_context":true},"timestamp":1777037669670}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H6_another_option_without_prior_listing","location":"WhatsAppBotContextForAiService.php:carousel_gate","message":"carousel_gate_evaluation","data":{"conversation_id":2,"message":"how much","follow_up_intent_before_gate":"another_option","follow_up_intent_after_gate":"media","follow_up_intent_for_select_best":null,"has_prior_listing_for_carousel":false,"last_count":null,"memory_last_displayed_count":0,"is_another_option_after_gate":false},"timestamp":1777037669671}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H3_selection_branch_null_product","location":"WhatsAppBotContextForAiService.php:selection_post_branch","message":"selection_branch_result","data":{"conversation_id":2,"message":"how much","selection_branch":"score_primary","follow_up_intent_effective":"media","follow_up_intent_for_select_best":null,"is_another_option":false,"show_same_product_again":false,"short_blocks_store_product_selection":false,"filtered_count":2,"selected_product_id":null,"selected_has_media":false},"timestamp":1777037669671}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":2,"is_image_followup_context":true,"store_categories_filter_count":1,"filtered_count":2,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777037669672}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":2,"message":"how much","action":"disambiguate","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":2,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"media","classifier_follow_up_intent":"another_option"},"timestamp":1777037669675}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":2,"message":"how much","is_image_followup_context":true,"is_short_or_ambiguous_message":true,"follow_up_intent_from_memory":null,"follow_up_intent_after_classifier":"another_option","classifier_follow_up_intent":"another_option","categories_from_message_count":1,"message_specifies_store_product_details":false},"timestamp":1777037855847}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H2_routing_to_score_path","location":"WhatsAppBotContextForAiService.php:routing_decision","message":"routing_decision_state","data":{"conversation_id":2,"message":"how much","classifier_follow_up_intent":"another_option","effective_follow_up_intent":"another_option","follow_up_intent_for_select_best":"another_option","short_blocks_store_product_selection":false,"filtered_count":2,"is_explicit_product":false,"price_follow_up_active":false,"is_image_followup_context":true},"timestamp":1777037855874}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H3_selection_branch_null_product","location":"WhatsAppBotContextForAiService.php:selection_post_branch","message":"selection_branch_result","data":{"conversation_id":2,"message":"how much","selection_branch":"carousel_next","follow_up_intent_effective":"another_option","follow_up_intent_for_select_best":"another_option","is_another_option":true,"show_same_product_again":false,"short_blocks_store_product_selection":false,"filtered_count":2,"selected_product_id":4,"selected_has_media":true},"timestamp":1777037855879}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":2,"is_image_followup_context":true,"store_categories_filter_count":1,"filtered_count":2,"store_product_for_media_present":true,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777037855882}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":2,"message":"how much","action":"show_product_next","has_store_product_for_media":true,"store_product_for_media_id":4,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"another_option","classifier_follow_up_intent":"another_option"},"timestamp":1777037855883}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":2,"message":"how much something like this","is_image_followup_context":true,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":null,"follow_up_intent_after_classifier":"other","classifier_follow_up_intent":"other","categories_from_message_count":0,"message_specifies_store_product_details":false},"timestamp":1777037877789}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H2_routing_to_score_path","location":"WhatsAppBotContextForAiService.php:routing_decision","message":"routing_decision_state","data":{"conversation_id":2,"message":"how much something like this","classifier_follow_up_intent":"other","effective_follow_up_intent":"other","follow_up_intent_for_select_best":"other","short_blocks_store_product_selection":false,"filtered_count":3,"is_explicit_product":false,"price_follow_up_active":false,"is_image_followup_context":true},"timestamp":1777037877814}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H3_selection_branch_null_product","location":"WhatsAppBotContextForAiService.php:selection_post_branch","message":"selection_branch_result","data":{"conversation_id":2,"message":"how much something like this","selection_branch":"score_primary","follow_up_intent_effective":"other","follow_up_intent_for_select_best":"other","is_another_option":false,"show_same_product_again":false,"short_blocks_store_product_selection":false,"filtered_count":3,"selected_product_id":null,"selected_has_media":false},"timestamp":1777037877815}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":2,"is_image_followup_context":true,"store_categories_filter_count":1,"filtered_count":3,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777037877818}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":2,"message":"how much something like this","action":"ask_clarification","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"other","classifier_follow_up_intent":"other"},"timestamp":1777037877819}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":2,"message":"how much","is_image_followup_context":true,"is_short_or_ambiguous_message":true,"follow_up_intent_from_memory":null,"follow_up_intent_after_classifier":"another_option","classifier_follow_up_intent":"another_option","categories_from_message_count":1,"message_specifies_store_product_details":false},"timestamp":1777037947816}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H2_routing_to_score_path","location":"WhatsAppBotContextForAiService.php:routing_decision","message":"routing_decision_state","data":{"conversation_id":2,"message":"how much","classifier_follow_up_intent":"another_option","effective_follow_up_intent":"another_option","follow_up_intent_for_select_best":"another_option","short_blocks_store_product_selection":false,"filtered_count":3,"is_explicit_product":false,"price_follow_up_active":false,"is_image_followup_context":true},"timestamp":1777037947847}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H3_selection_branch_null_product","location":"WhatsAppBotContextForAiService.php:selection_post_branch","message":"selection_branch_result","data":{"conversation_id":2,"message":"how much","selection_branch":"carousel_next","follow_up_intent_effective":"another_option","follow_up_intent_for_select_best":"another_option","is_another_option":true,"show_same_product_again":false,"short_blocks_store_product_selection":false,"filtered_count":3,"selected_product_id":6,"selected_has_media":true},"timestamp":1777037947849}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":2,"is_image_followup_context":true,"store_categories_filter_count":1,"filtered_count":3,"store_product_for_media_present":true,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777037947853}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":2,"message":"how much","action":"show_product_next","has_store_product_for_media":true,"store_product_for_media_id":6,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"another_option","classifier_follow_up_intent":"another_option"},"timestamp":1777037947853}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":2,"message":"how much","is_image_followup_context":true,"is_short_or_ambiguous_message":true,"follow_up_intent_from_memory":null,"follow_up_intent_after_classifier":"another_option","classifier_follow_up_intent":"another_option","categories_from_message_count":1,"message_specifies_store_product_details":false},"timestamp":1777037978506}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H2_routing_to_score_path","location":"WhatsAppBotContextForAiService.php:routing_decision","message":"routing_decision_state","data":{"conversation_id":2,"message":"how much","classifier_follow_up_intent":"another_option","effective_follow_up_intent":"another_option","follow_up_intent_for_select_best":"another_option","short_blocks_store_product_selection":false,"filtered_count":1,"is_explicit_product":false,"price_follow_up_active":false,"is_image_followup_context":true},"timestamp":1777037978537}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H3_selection_branch_null_product","location":"WhatsAppBotContextForAiService.php:selection_post_branch","message":"selection_branch_result","data":{"conversation_id":2,"message":"how much","selection_branch":"carousel_next","follow_up_intent_effective":"another_option","follow_up_intent_for_select_best":"another_option","is_another_option":true,"show_same_product_again":false,"short_blocks_store_product_selection":false,"filtered_count":1,"selected_product_id":11,"selected_has_media":true},"timestamp":1777037978538}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":2,"is_image_followup_context":true,"store_categories_filter_count":1,"filtered_count":1,"store_product_for_media_present":true,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777037978541}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":2,"message":"how much","action":"show_product_next","has_store_product_for_media":true,"store_product_for_media_id":11,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"another_option","classifier_follow_up_intent":"another_option"},"timestamp":1777037978542}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":2,"message":"how much somethig like this","is_image_followup_context":true,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":null,"follow_up_intent_after_classifier":"another_option","classifier_follow_up_intent":"another_option","categories_from_message_count":0,"message_specifies_store_product_details":false},"timestamp":1777038007967}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":2,"is_image_followup_context":true,"store_categories_filter_count":0,"filtered_count":0,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777038008011}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":2,"message":"how much somethig like this","action":"ask_clarification","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"another_option","classifier_follow_up_intent":"another_option"},"timestamp":1777038008012}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":612,"message":"Still got this","is_image_followup_context":false,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":"another_option","follow_up_intent_after_classifier":"another_option","classifier_follow_up_intent":"another_option","categories_from_message_count":0,"message_specifies_store_product_details":false},"timestamp":1777039639766}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":612,"is_image_followup_context":false,"store_categories_filter_count":0,"filtered_count":0,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777039639792}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":612,"message":"Still got this","action":"ask_clarification","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"another_option","classifier_follow_up_intent":"another_option"},"timestamp":1777039639794}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":613,"message":"How much for something like this","is_image_followup_context":false,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":null,"follow_up_intent_after_classifier":"another_option","classifier_follow_up_intent":"another_option","categories_from_message_count":1,"message_specifies_store_product_details":false},"timestamp":1777041239442}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H2_routing_to_score_path","location":"WhatsAppBotContextForAiService.php:routing_decision","message":"routing_decision_state","data":{"conversation_id":613,"message":"How much for something like this","classifier_follow_up_intent":"another_option","effective_follow_up_intent":"another_option","follow_up_intent_for_select_best":"another_option","short_blocks_store_product_selection":false,"filtered_count":1,"is_explicit_product":false,"price_follow_up_active":false,"is_image_followup_context":false},"timestamp":1777041239468}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H3_selection_branch_null_product","location":"WhatsAppBotContextForAiService.php:selection_post_branch","message":"selection_branch_result","data":{"conversation_id":613,"message":"How much for something like this","selection_branch":"carousel_next","follow_up_intent_effective":"another_option","follow_up_intent_for_select_best":"another_option","is_another_option":true,"show_same_product_again":false,"short_blocks_store_product_selection":false,"filtered_count":1,"selected_product_id":11,"selected_has_media":true},"timestamp":1777041239470}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":613,"is_image_followup_context":false,"store_categories_filter_count":1,"filtered_count":1,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":true},"timestamp":1777041239476}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":613,"message":"How much for something like this","action":"contact","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":true,"follow_up_intent_before_final_decision":"another_option","classifier_follow_up_intent":"another_option"},"timestamp":1777041239476}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":614,"message":"How much ?","is_image_followup_context":false,"is_short_or_ambiguous_message":true,"follow_up_intent_from_memory":"another_option","follow_up_intent_after_classifier":"another_option","classifier_follow_up_intent":"another_option","categories_from_message_count":0,"message_specifies_store_product_details":false},"timestamp":1777041240669}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":614,"is_image_followup_context":false,"store_categories_filter_count":0,"filtered_count":0,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777041240683}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":614,"message":"How much ?","action":"ask_clarification","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"another_option","classifier_follow_up_intent":"another_option"},"timestamp":1777041240683}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":615,"message":"Can you make ah piece lil name plate","is_image_followup_context":false,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":null,"follow_up_intent_after_classifier":"another_option","classifier_follow_up_intent":"another_option","categories_from_message_count":1,"message_specifies_store_product_details":false},"timestamp":1777041503156}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H2_routing_to_score_path","location":"WhatsAppBotContextForAiService.php:routing_decision","message":"routing_decision_state","data":{"conversation_id":615,"message":"Can you make ah piece lil name plate","classifier_follow_up_intent":"another_option","effective_follow_up_intent":"another_option","follow_up_intent_for_select_best":"another_option","short_blocks_store_product_selection":false,"filtered_count":1,"is_explicit_product":false,"price_follow_up_active":false,"is_image_followup_context":false},"timestamp":1777041503178}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H3_selection_branch_null_product","location":"WhatsAppBotContextForAiService.php:selection_post_branch","message":"selection_branch_result","data":{"conversation_id":615,"message":"Can you make ah piece lil name plate","selection_branch":"carousel_next","follow_up_intent_effective":"another_option","follow_up_intent_for_select_best":"another_option","is_another_option":true,"show_same_product_again":false,"short_blocks_store_product_selection":false,"filtered_count":1,"selected_product_id":11,"selected_has_media":true},"timestamp":1777041503179}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":615,"is_image_followup_context":false,"store_categories_filter_count":1,"filtered_count":1,"store_product_for_media_present":true,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777041503185}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":615,"message":"Can you make ah piece lil name plate","action":"show_product_next","has_store_product_for_media":true,"store_product_for_media_id":11,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"another_option","classifier_follow_up_intent":"another_option"},"timestamp":1777041503185}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":615,"message":"Did like 2k","is_image_followup_context":false,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":null,"follow_up_intent_after_classifier":"another_option","classifier_follow_up_intent":"another_option","categories_from_message_count":1,"message_specifies_store_product_details":false},"timestamp":1777041511056}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H2_routing_to_score_path","location":"WhatsAppBotContextForAiService.php:routing_decision","message":"routing_decision_state","data":{"conversation_id":615,"message":"Did like 2k","classifier_follow_up_intent":"another_option","effective_follow_up_intent":"another_option","follow_up_intent_for_select_best":"another_option","short_blocks_store_product_selection":false,"filtered_count":1,"is_explicit_product":false,"price_follow_up_active":false,"is_image_followup_context":false},"timestamp":1777041511077}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H3_selection_branch_null_product","location":"WhatsAppBotContextForAiService.php:selection_post_branch","message":"selection_branch_result","data":{"conversation_id":615,"message":"Did like 2k","selection_branch":"carousel_exhausted","follow_up_intent_effective":"another_option","follow_up_intent_for_select_best":"another_option","is_another_option":true,"show_same_product_again":false,"short_blocks_store_product_selection":false,"filtered_count":1,"selected_product_id":null,"selected_has_media":false},"timestamp":1777041511078}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":615,"is_image_followup_context":false,"store_categories_filter_count":1,"filtered_count":1,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777041511079}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":615,"message":"Did like 2k","action":"ask_clarification","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"another_option","classifier_follow_up_intent":"another_option"},"timestamp":1777041511079}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":615,"message":"Just want the name to say kiki","is_image_followup_context":false,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":null,"follow_up_intent_after_classifier":"another_option","classifier_follow_up_intent":"another_option","categories_from_message_count":1,"message_specifies_store_product_details":false},"timestamp":1777041517914}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H2_routing_to_score_path","location":"WhatsAppBotContextForAiService.php:routing_decision","message":"routing_decision_state","data":{"conversation_id":615,"message":"Just want the name to say kiki","classifier_follow_up_intent":"another_option","effective_follow_up_intent":"another_option","follow_up_intent_for_select_best":"another_option","short_blocks_store_product_selection":false,"filtered_count":1,"is_explicit_product":false,"price_follow_up_active":false,"is_image_followup_context":false},"timestamp":1777041517936}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H3_selection_branch_null_product","location":"WhatsAppBotContextForAiService.php:selection_post_branch","message":"selection_branch_result","data":{"conversation_id":615,"message":"Just want the name to say kiki","selection_branch":"carousel_exhausted","follow_up_intent_effective":"another_option","follow_up_intent_for_select_best":"another_option","is_another_option":true,"show_same_product_again":false,"short_blocks_store_product_selection":false,"filtered_count":1,"selected_product_id":null,"selected_has_media":false},"timestamp":1777041517937}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":615,"is_image_followup_context":false,"store_categories_filter_count":1,"filtered_count":1,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777041517938}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":615,"message":"Just want the name to say kiki","action":"ask_clarification","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"another_option","classifier_follow_up_intent":"another_option"},"timestamp":1777041517938}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":615,"message":"With heart bell","is_image_followup_context":false,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":null,"follow_up_intent_after_classifier":"another_option","classifier_follow_up_intent":"another_option","categories_from_message_count":0,"message_specifies_store_product_details":false},"timestamp":1777041526461}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":615,"is_image_followup_context":false,"store_categories_filter_count":0,"filtered_count":0,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777041526487}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":615,"message":"With heart bell","action":"ask_clarification","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"another_option","classifier_follow_up_intent":"another_option"},"timestamp":1777041526488}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":117,"message":"ct and price please","is_image_followup_context":false,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":"another_option","follow_up_intent_after_classifier":"another_option","classifier_follow_up_intent":"another_option","categories_from_message_count":0,"message_specifies_store_product_details":true},"timestamp":1777042646135}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":117,"is_image_followup_context":false,"store_categories_filter_count":0,"filtered_count":0,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777042646165}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":117,"message":"ct and price please","action":"contact","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":true,"follow_up_intent_before_final_decision":"another_option","classifier_follow_up_intent":"another_option"},"timestamp":1777042646166}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":103,"message":"Send me pics and full details","is_image_followup_context":false,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":"media","follow_up_intent_after_classifier":"media","classifier_follow_up_intent":"media","categories_from_message_count":0,"message_specifies_store_product_details":false},"timestamp":1777044483016}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":103,"is_image_followup_context":false,"store_categories_filter_count":0,"filtered_count":0,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777044483043}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":103,"message":"Send me pics and full details","action":"ask_clarification","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"media","classifier_follow_up_intent":"media"},"timestamp":1777044483043}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":2,"message":"Are you open tomorrow","is_image_followup_context":false,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":null,"follow_up_intent_after_classifier":"other","classifier_follow_up_intent":"other","categories_from_message_count":0,"message_specifies_store_product_details":false},"timestamp":1777044621863}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":2,"is_image_followup_context":false,"store_categories_filter_count":0,"filtered_count":0,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777044621898}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":2,"message":"Are you open tomorrow","action":"ask_clarification","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"other","classifier_follow_up_intent":"other"},"timestamp":1777044621898}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":2,"message":"What time are you open today","is_image_followup_context":false,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":null,"follow_up_intent_after_classifier":"other","classifier_follow_up_intent":"other","categories_from_message_count":0,"message_specifies_store_product_details":false},"timestamp":1777044640489}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":2,"is_image_followup_context":false,"store_categories_filter_count":0,"filtered_count":0,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777044640514}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":2,"message":"What time are you open today","action":"ask_clarification","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"other","classifier_follow_up_intent":"other"},"timestamp":1777044640515}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":2,"message":"Are you sure you are open tomorrow","is_image_followup_context":false,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":null,"follow_up_intent_after_classifier":"other","classifier_follow_up_intent":"other","categories_from_message_count":0,"message_specifies_store_product_details":false},"timestamp":1777044704590}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":2,"is_image_followup_context":false,"store_categories_filter_count":0,"filtered_count":0,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777044704612}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":2,"message":"Are you sure you are open tomorrow","action":"ask_clarification","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"other","classifier_follow_up_intent":"other"},"timestamp":1777044704612}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":2,"message":"I want to leave a deposit","is_image_followup_context":false,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":null,"follow_up_intent_after_classifier":"other","classifier_follow_up_intent":"other","categories_from_message_count":0,"message_specifies_store_product_details":false},"timestamp":1777044816499}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":2,"is_image_followup_context":false,"store_categories_filter_count":0,"filtered_count":0,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777044816530}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":2,"message":"I want to leave a deposit","action":"ask_clarification","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"other","classifier_follow_up_intent":"other"},"timestamp":1777044816530}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":2,"message":"I sow something in Instagram stories how I can buy it","is_image_followup_context":false,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":null,"follow_up_intent_after_classifier":"other","classifier_follow_up_intent":"other","categories_from_message_count":0,"message_specifies_store_product_details":false},"timestamp":1777044855505}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":2,"is_image_followup_context":false,"store_categories_filter_count":0,"filtered_count":0,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777044855541}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":2,"message":"I sow something in Instagram stories how I can buy it","action":"ask_clarification","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"other","classifier_follow_up_intent":"other"},"timestamp":1777044855541}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":2,"message":"I saw it in Instagram stories how I buy it","is_image_followup_context":true,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":"other","follow_up_intent_after_classifier":"other","classifier_follow_up_intent":"other","categories_from_message_count":0,"message_specifies_store_product_details":false},"timestamp":1777044916366}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":2,"is_image_followup_context":true,"store_categories_filter_count":0,"filtered_count":0,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777044916392}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":2,"message":"I saw it in Instagram stories how I buy it","action":"ask_clarification","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"other","classifier_follow_up_intent":"other"},"timestamp":1777044916392}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":2,"message":"are you open tomorrow","is_image_followup_context":true,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":"other","follow_up_intent_after_classifier":"other","classifier_follow_up_intent":"other","categories_from_message_count":0,"message_specifies_store_product_details":false},"timestamp":1777047286217}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":2,"is_image_followup_context":true,"store_categories_filter_count":0,"filtered_count":0,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777047286257}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":2,"message":"are you open tomorrow","action":"ask_clarification","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"other","classifier_follow_up_intent":"other"},"timestamp":1777047286258}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":2,"message":"So are you really open tomorrow","is_image_followup_context":true,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":"other","follow_up_intent_after_classifier":"other","classifier_follow_up_intent":"other","categories_from_message_count":0,"message_specifies_store_product_details":false},"timestamp":1777047348880}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":2,"is_image_followup_context":true,"store_categories_filter_count":0,"filtered_count":0,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777047348902}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":2,"message":"So are you really open tomorrow","action":"ask_clarification","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"other","classifier_follow_up_intent":"other"},"timestamp":1777047348902}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":2,"message":"how much","is_image_followup_context":true,"is_short_or_ambiguous_message":true,"follow_up_intent_from_memory":"another_option","follow_up_intent_after_classifier":"another_option","classifier_follow_up_intent":"another_option","categories_from_message_count":0,"message_specifies_store_product_details":false},"timestamp":1777048126564}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":2,"is_image_followup_context":true,"store_categories_filter_count":0,"filtered_count":0,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777048126592}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":2,"message":"how much","action":"ask_clarification","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"another_option","classifier_follow_up_intent":"another_option"},"timestamp":1777048126592}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":2,"message":"how much","is_image_followup_context":true,"is_short_or_ambiguous_message":true,"follow_up_intent_from_memory":null,"follow_up_intent_after_classifier":"another_option","classifier_follow_up_intent":"another_option","categories_from_message_count":1,"message_specifies_store_product_details":false},"timestamp":1777048167099}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H2_routing_to_score_path","location":"WhatsAppBotContextForAiService.php:routing_decision","message":"routing_decision_state","data":{"conversation_id":2,"message":"how much","classifier_follow_up_intent":"another_option","effective_follow_up_intent":"another_option","follow_up_intent_for_select_best":"another_option","short_blocks_store_product_selection":false,"filtered_count":1,"is_explicit_product":false,"price_follow_up_active":false,"is_image_followup_context":true},"timestamp":1777048167128}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H3_selection_branch_null_product","location":"WhatsAppBotContextForAiService.php:selection_post_branch","message":"selection_branch_result","data":{"conversation_id":2,"message":"how much","selection_branch":"carousel_next","follow_up_intent_effective":"another_option","follow_up_intent_for_select_best":"another_option","is_another_option":true,"show_same_product_again":false,"short_blocks_store_product_selection":false,"filtered_count":1,"selected_product_id":11,"selected_has_media":true},"timestamp":1777048167128}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":2,"is_image_followup_context":true,"store_categories_filter_count":1,"filtered_count":1,"store_product_for_media_present":true,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777048167133}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":2,"message":"how much","action":"show_product_next","has_store_product_for_media":true,"store_product_for_media_id":11,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"another_option","classifier_follow_up_intent":"another_option"},"timestamp":1777048167134}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":2,"message":"how much something like this","is_image_followup_context":true,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":null,"follow_up_intent_after_classifier":"another_option","classifier_follow_up_intent":"another_option","categories_from_message_count":1,"message_specifies_store_product_details":false},"timestamp":1777048215940}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H2_routing_to_score_path","location":"WhatsAppBotContextForAiService.php:routing_decision","message":"routing_decision_state","data":{"conversation_id":2,"message":"how much something like this","classifier_follow_up_intent":"another_option","effective_follow_up_intent":"another_option","follow_up_intent_for_select_best":"another_option","short_blocks_store_product_selection":false,"filtered_count":3,"is_explicit_product":false,"price_follow_up_active":false,"is_image_followup_context":true},"timestamp":1777048215966}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H3_selection_branch_null_product","location":"WhatsAppBotContextForAiService.php:selection_post_branch","message":"selection_branch_result","data":{"conversation_id":2,"message":"how much something like this","selection_branch":"carousel_next","follow_up_intent_effective":"another_option","follow_up_intent_for_select_best":"another_option","is_another_option":true,"show_same_product_again":false,"short_blocks_store_product_selection":false,"filtered_count":3,"selected_product_id":6,"selected_has_media":true},"timestamp":1777048215967}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":2,"is_image_followup_context":true,"store_categories_filter_count":1,"filtered_count":3,"store_product_for_media_present":true,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777048215970}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":2,"message":"how much something like this","action":"show_product_next","has_store_product_for_media":true,"store_product_for_media_id":6,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"another_option","classifier_follow_up_intent":"another_option"},"timestamp":1777048215970}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":2,"message":"how much","is_image_followup_context":true,"is_short_or_ambiguous_message":true,"follow_up_intent_from_memory":null,"follow_up_intent_after_classifier":"another_option","classifier_follow_up_intent":"another_option","categories_from_message_count":1,"message_specifies_store_product_details":false},"timestamp":1777048253690}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H2_routing_to_score_path","location":"WhatsAppBotContextForAiService.php:routing_decision","message":"routing_decision_state","data":{"conversation_id":2,"message":"how much","classifier_follow_up_intent":"another_option","effective_follow_up_intent":"another_option","follow_up_intent_for_select_best":"another_option","short_blocks_store_product_selection":false,"filtered_count":2,"is_explicit_product":false,"price_follow_up_active":false,"is_image_followup_context":true},"timestamp":1777048253710}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H3_selection_branch_null_product","location":"WhatsAppBotContextForAiService.php:selection_post_branch","message":"selection_branch_result","data":{"conversation_id":2,"message":"how much","selection_branch":"carousel_next","follow_up_intent_effective":"another_option","follow_up_intent_for_select_best":"another_option","is_another_option":true,"show_same_product_again":false,"short_blocks_store_product_selection":false,"filtered_count":2,"selected_product_id":4,"selected_has_media":true},"timestamp":1777048253711}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":2,"is_image_followup_context":true,"store_categories_filter_count":1,"filtered_count":2,"store_product_for_media_present":true,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777048253716}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":2,"message":"how much","action":"show_product_next","has_store_product_for_media":true,"store_product_for_media_id":4,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"another_option","classifier_follow_up_intent":"another_option"},"timestamp":1777048253716}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":2,"message":"cheper option you have","is_image_followup_context":true,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":null,"follow_up_intent_after_classifier":"another_option","classifier_follow_up_intent":"another_option","categories_from_message_count":1,"message_specifies_store_product_details":false},"timestamp":1777048268981}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H2_routing_to_score_path","location":"WhatsAppBotContextForAiService.php:routing_decision","message":"routing_decision_state","data":{"conversation_id":2,"message":"cheper option you have","classifier_follow_up_intent":"another_option","effective_follow_up_intent":"another_option","follow_up_intent_for_select_best":"another_option","short_blocks_store_product_selection":false,"filtered_count":2,"is_explicit_product":false,"price_follow_up_active":false,"is_image_followup_context":true},"timestamp":1777048269020}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H3_selection_branch_null_product","location":"WhatsAppBotContextForAiService.php:selection_post_branch","message":"selection_branch_result","data":{"conversation_id":2,"message":"cheper option you have","selection_branch":"carousel_next","follow_up_intent_effective":"another_option","follow_up_intent_for_select_best":"another_option","is_another_option":true,"show_same_product_again":false,"short_blocks_store_product_selection":false,"filtered_count":2,"selected_product_id":5,"selected_has_media":true},"timestamp":1777048269023}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":2,"is_image_followup_context":true,"store_categories_filter_count":1,"filtered_count":2,"store_product_for_media_present":true,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777048269027}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":2,"message":"cheper option you have","action":"show_product_next","has_store_product_for_media":true,"store_product_for_media_id":5,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"another_option","classifier_follow_up_intent":"another_option"},"timestamp":1777048269028}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":2,"message":"thanks","is_image_followup_context":true,"is_short_or_ambiguous_message":true,"follow_up_intent_from_memory":null,"follow_up_intent_after_classifier":"other","classifier_follow_up_intent":"other","categories_from_message_count":1,"message_specifies_store_product_details":false},"timestamp":1777048280432}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H2_routing_to_score_path","location":"WhatsAppBotContextForAiService.php:routing_decision","message":"routing_decision_state","data":{"conversation_id":2,"message":"thanks","classifier_follow_up_intent":"other","effective_follow_up_intent":"media","follow_up_intent_for_select_best":"other","short_blocks_store_product_selection":false,"filtered_count":2,"is_explicit_product":false,"price_follow_up_active":false,"is_image_followup_context":true},"timestamp":1777048280462}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H3_selection_branch_null_product","location":"WhatsAppBotContextForAiService.php:selection_post_branch","message":"selection_branch_result","data":{"conversation_id":2,"message":"thanks","selection_branch":"score_primary","follow_up_intent_effective":"media","follow_up_intent_for_select_best":"other","is_another_option":false,"show_same_product_again":false,"short_blocks_store_product_selection":false,"filtered_count":2,"selected_product_id":null,"selected_has_media":false},"timestamp":1777048280465}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":2,"is_image_followup_context":true,"store_categories_filter_count":1,"filtered_count":2,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777048280467}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":2,"message":"thanks","action":"ask_clarification","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"media","classifier_follow_up_intent":"other"},"timestamp":1777048280467}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":2,"message":"how much","is_image_followup_context":true,"is_short_or_ambiguous_message":true,"follow_up_intent_from_memory":null,"follow_up_intent_after_classifier":"another_option","classifier_follow_up_intent":"another_option","categories_from_message_count":1,"message_specifies_store_product_details":false},"timestamp":1777048311232}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H2_routing_to_score_path","location":"WhatsAppBotContextForAiService.php:routing_decision","message":"routing_decision_state","data":{"conversation_id":2,"message":"how much","classifier_follow_up_intent":"another_option","effective_follow_up_intent":"another_option","follow_up_intent_for_select_best":"another_option","short_blocks_store_product_selection":false,"filtered_count":1,"is_explicit_product":false,"price_follow_up_active":false,"is_image_followup_context":true},"timestamp":1777048311249}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H3_selection_branch_null_product","location":"WhatsAppBotContextForAiService.php:selection_post_branch","message":"selection_branch_result","data":{"conversation_id":2,"message":"how much","selection_branch":"carousel_next","follow_up_intent_effective":"another_option","follow_up_intent_for_select_best":"another_option","is_another_option":true,"show_same_product_again":false,"short_blocks_store_product_selection":false,"filtered_count":1,"selected_product_id":11,"selected_has_media":true},"timestamp":1777048311249}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":2,"is_image_followup_context":true,"store_categories_filter_count":1,"filtered_count":1,"store_product_for_media_present":true,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777048311251}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":2,"message":"how much","action":"show_product_next","has_store_product_for_media":true,"store_product_for_media_id":11,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"another_option","classifier_follow_up_intent":"another_option"},"timestamp":1777048311251}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":2,"message":"how much something like this","is_image_followup_context":true,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":null,"follow_up_intent_after_classifier":"another_option","classifier_follow_up_intent":"another_option","categories_from_message_count":0,"message_specifies_store_product_details":false},"timestamp":1777049153440}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":2,"is_image_followup_context":true,"store_categories_filter_count":0,"filtered_count":0,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777049153482}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":2,"message":"how much something like this","action":"ask_clarification","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"another_option","classifier_follow_up_intent":"another_option"},"timestamp":1777049153483}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":2,"message":"how much","is_image_followup_context":true,"is_short_or_ambiguous_message":true,"follow_up_intent_from_memory":null,"follow_up_intent_after_classifier":"another_option","classifier_follow_up_intent":"another_option","categories_from_message_count":1,"message_specifies_store_product_details":false},"timestamp":1777049180805}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H2_routing_to_score_path","location":"WhatsAppBotContextForAiService.php:routing_decision","message":"routing_decision_state","data":{"conversation_id":2,"message":"how much","classifier_follow_up_intent":"another_option","effective_follow_up_intent":"another_option","follow_up_intent_for_select_best":"another_option","short_blocks_store_product_selection":false,"filtered_count":1,"is_explicit_product":false,"price_follow_up_active":false,"is_image_followup_context":true},"timestamp":1777049180853}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H3_selection_branch_null_product","location":"WhatsAppBotContextForAiService.php:selection_post_branch","message":"selection_branch_result","data":{"conversation_id":2,"message":"how much","selection_branch":"carousel_next","follow_up_intent_effective":"another_option","follow_up_intent_for_select_best":"another_option","is_another_option":true,"show_same_product_again":false,"short_blocks_store_product_selection":false,"filtered_count":1,"selected_product_id":11,"selected_has_media":true},"timestamp":1777049180855}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":2,"is_image_followup_context":true,"store_categories_filter_count":1,"filtered_count":1,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":true},"timestamp":1777049180862}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":2,"message":"how much","action":"contact","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":true,"follow_up_intent_before_final_decision":"another_option","classifier_follow_up_intent":"another_option"},"timestamp":1777049180864}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":2,"message":"how much something like this","is_image_followup_context":true,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":null,"follow_up_intent_after_classifier":"another_option","classifier_follow_up_intent":"another_option","categories_from_message_count":1,"message_specifies_store_product_details":false},"timestamp":1777049206886}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H2_routing_to_score_path","location":"WhatsAppBotContextForAiService.php:routing_decision","message":"routing_decision_state","data":{"conversation_id":2,"message":"how much something like this","classifier_follow_up_intent":"another_option","effective_follow_up_intent":"another_option","follow_up_intent_for_select_best":"another_option","short_blocks_store_product_selection":false,"filtered_count":3,"is_explicit_product":false,"price_follow_up_active":false,"is_image_followup_context":true},"timestamp":1777049206928}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H3_selection_branch_null_product","location":"WhatsAppBotContextForAiService.php:selection_post_branch","message":"selection_branch_result","data":{"conversation_id":2,"message":"how much something like this","selection_branch":"carousel_next","follow_up_intent_effective":"another_option","follow_up_intent_for_select_best":"another_option","is_another_option":true,"show_same_product_again":false,"short_blocks_store_product_selection":false,"filtered_count":3,"selected_product_id":6,"selected_has_media":true},"timestamp":1777049206928}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":2,"is_image_followup_context":true,"store_categories_filter_count":1,"filtered_count":3,"store_product_for_media_present":true,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777049206932}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":2,"message":"how much something like this","action":"show_product_next","has_store_product_for_media":true,"store_product_for_media_id":6,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"another_option","classifier_follow_up_intent":"another_option"},"timestamp":1777049206933}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":2,"message":"do you have 26mm ss","is_image_followup_context":true,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":null,"follow_up_intent_after_classifier":"another_option","classifier_follow_up_intent":"another_option","categories_from_message_count":1,"message_specifies_store_product_details":true},"timestamp":1777049217834}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H2_routing_to_score_path","location":"WhatsAppBotContextForAiService.php:routing_decision","message":"routing_decision_state","data":{"conversation_id":2,"message":"do you have 26mm ss","classifier_follow_up_intent":"another_option","effective_follow_up_intent":"another_option","follow_up_intent_for_select_best":"another_option","short_blocks_store_product_selection":false,"filtered_count":3,"is_explicit_product":true,"price_follow_up_active":false,"is_image_followup_context":true},"timestamp":1777049217858}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H3_selection_branch_null_product","location":"WhatsAppBotContextForAiService.php:selection_post_branch","message":"selection_branch_result","data":{"conversation_id":2,"message":"do you have 26mm ss","selection_branch":"score_primary","follow_up_intent_effective":"another_option","follow_up_intent_for_select_best":"another_option","is_another_option":false,"show_same_product_again":false,"short_blocks_store_product_selection":false,"filtered_count":3,"selected_product_id":null,"selected_has_media":false},"timestamp":1777049217859}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":2,"is_image_followup_context":true,"store_categories_filter_count":1,"filtered_count":3,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777049217864}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":2,"message":"do you have 26mm ss","action":"disambiguate","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":3,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"another_option","classifier_follow_up_intent":"another_option"},"timestamp":1777049217864}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":2,"message":"two tone how muich","is_image_followup_context":true,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":null,"follow_up_intent_after_classifier":"another_option","classifier_follow_up_intent":"another_option","categories_from_message_count":1,"message_specifies_store_product_details":true},"timestamp":1777049246222}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H2_routing_to_score_path","location":"WhatsAppBotContextForAiService.php:routing_decision","message":"routing_decision_state","data":{"conversation_id":2,"message":"two tone how muich","classifier_follow_up_intent":"another_option","effective_follow_up_intent":"media","follow_up_intent_for_select_best":"another_option","short_blocks_store_product_selection":false,"filtered_count":2,"is_explicit_product":true,"price_follow_up_active":false,"is_image_followup_context":true},"timestamp":1777049246239}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H3_selection_branch_null_product","location":"WhatsAppBotContextForAiService.php:selection_post_branch","message":"selection_branch_result","data":{"conversation_id":2,"message":"two tone how muich","selection_branch":"score_primary","follow_up_intent_effective":"media","follow_up_intent_for_select_best":"another_option","is_another_option":false,"show_same_product_again":false,"short_blocks_store_product_selection":false,"filtered_count":2,"selected_product_id":7,"selected_has_media":true},"timestamp":1777049246240}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":2,"is_image_followup_context":true,"store_categories_filter_count":1,"filtered_count":2,"store_product_for_media_present":true,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777049246241}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":2,"message":"two tone how muich","action":"show_product","has_store_product_for_media":true,"store_product_for_media_id":7,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"media","classifier_follow_up_intent":"another_option"},"timestamp":1777049246241}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":2,"message":"how much this tennis bracelet","is_image_followup_context":true,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":null,"follow_up_intent_after_classifier":"another_option","classifier_follow_up_intent":"another_option","categories_from_message_count":1,"message_specifies_store_product_details":false},"timestamp":1777049285821}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H2_routing_to_score_path","location":"WhatsAppBotContextForAiService.php:routing_decision","message":"routing_decision_state","data":{"conversation_id":2,"message":"how much this tennis bracelet","classifier_follow_up_intent":"another_option","effective_follow_up_intent":"another_option","follow_up_intent_for_select_best":"another_option","short_blocks_store_product_selection":false,"filtered_count":1,"is_explicit_product":false,"price_follow_up_active":false,"is_image_followup_context":true},"timestamp":1777049285834}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H3_selection_branch_null_product","location":"WhatsAppBotContextForAiService.php:selection_post_branch","message":"selection_branch_result","data":{"conversation_id":2,"message":"how much this tennis bracelet","selection_branch":"carousel_next","follow_up_intent_effective":"another_option","follow_up_intent_for_select_best":"another_option","is_another_option":true,"show_same_product_again":false,"short_blocks_store_product_selection":false,"filtered_count":1,"selected_product_id":11,"selected_has_media":true},"timestamp":1777049285835}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":2,"is_image_followup_context":true,"store_categories_filter_count":1,"filtered_count":1,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":true},"timestamp":1777049285837}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":2,"message":"how much this tennis bracelet","action":"contact","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":true,"follow_up_intent_before_final_decision":"another_option","classifier_follow_up_intent":"another_option"},"timestamp":1777049285837}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":2,"message":"how much something similar","is_image_followup_context":true,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":null,"follow_up_intent_after_classifier":"another_option","classifier_follow_up_intent":"another_option","categories_from_message_count":1,"message_specifies_store_product_details":false},"timestamp":1777049325429}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H2_routing_to_score_path","location":"WhatsAppBotContextForAiService.php:routing_decision","message":"routing_decision_state","data":{"conversation_id":2,"message":"how much something similar","classifier_follow_up_intent":"another_option","effective_follow_up_intent":"another_option","follow_up_intent_for_select_best":"another_option","short_blocks_store_product_selection":false,"filtered_count":1,"is_explicit_product":false,"price_follow_up_active":false,"is_image_followup_context":true},"timestamp":1777049325450}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H3_selection_branch_null_product","location":"WhatsAppBotContextForAiService.php:selection_post_branch","message":"selection_branch_result","data":{"conversation_id":2,"message":"how much something similar","selection_branch":"carousel_next","follow_up_intent_effective":"another_option","follow_up_intent_for_select_best":"another_option","is_another_option":true,"show_same_product_again":false,"short_blocks_store_product_selection":false,"filtered_count":1,"selected_product_id":11,"selected_has_media":true},"timestamp":1777049325451}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":2,"is_image_followup_context":true,"store_categories_filter_count":1,"filtered_count":1,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":true},"timestamp":1777049325454}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":2,"message":"how much something similar","action":"contact","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":true,"follow_up_intent_before_final_decision":"another_option","classifier_follow_up_intent":"another_option"},"timestamp":1777049325455}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":2,"message":"how much something like this","is_image_followup_context":true,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":null,"follow_up_intent_after_classifier":"another_option","classifier_follow_up_intent":"another_option","categories_from_message_count":1,"message_specifies_store_product_details":false},"timestamp":1777049913672}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H2_routing_to_score_path","location":"WhatsAppBotContextForAiService.php:routing_decision","message":"routing_decision_state","data":{"conversation_id":2,"message":"how much something like this","classifier_follow_up_intent":"another_option","effective_follow_up_intent":"another_option","follow_up_intent_for_select_best":"another_option","short_blocks_store_product_selection":false,"filtered_count":2,"is_explicit_product":false,"price_follow_up_active":false,"is_image_followup_context":true},"timestamp":1777049913698}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H3_selection_branch_null_product","location":"WhatsAppBotContextForAiService.php:selection_post_branch","message":"selection_branch_result","data":{"conversation_id":2,"message":"how much something like this","selection_branch":"carousel_next","follow_up_intent_effective":"another_option","follow_up_intent_for_select_best":"another_option","is_another_option":true,"show_same_product_again":false,"short_blocks_store_product_selection":false,"filtered_count":2,"selected_product_id":4,"selected_has_media":true},"timestamp":1777049913699}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":2,"is_image_followup_context":true,"store_categories_filter_count":1,"filtered_count":2,"store_product_for_media_present":true,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777049913703}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":2,"message":"how much something like this","action":"show_product_next","has_store_product_for_media":true,"store_product_for_media_id":4,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"another_option","classifier_follow_up_intent":"another_option"},"timestamp":1777049913706}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":2,"message":"how much something like this","is_image_followup_context":true,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":null,"follow_up_intent_after_classifier":"another_option","classifier_follow_up_intent":"another_option","categories_from_message_count":1,"message_specifies_store_product_details":false},"timestamp":1777049953985}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H2_routing_to_score_path","location":"WhatsAppBotContextForAiService.php:routing_decision","message":"routing_decision_state","data":{"conversation_id":2,"message":"how much something like this","classifier_follow_up_intent":"another_option","effective_follow_up_intent":"another_option","follow_up_intent_for_select_best":"another_option","short_blocks_store_product_selection":false,"filtered_count":1,"is_explicit_product":false,"price_follow_up_active":false,"is_image_followup_context":true},"timestamp":1777049954019}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H3_selection_branch_null_product","location":"WhatsAppBotContextForAiService.php:selection_post_branch","message":"selection_branch_result","data":{"conversation_id":2,"message":"how much something like this","selection_branch":"carousel_next","follow_up_intent_effective":"another_option","follow_up_intent_for_select_best":"another_option","is_another_option":true,"show_same_product_again":false,"short_blocks_store_product_selection":false,"filtered_count":1,"selected_product_id":11,"selected_has_media":true},"timestamp":1777049954020}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":2,"is_image_followup_context":true,"store_categories_filter_count":1,"filtered_count":1,"store_product_for_media_present":true,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777049954025}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":2,"message":"how much something like this","action":"show_product_next","has_store_product_for_media":true,"store_product_for_media_id":11,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"another_option","classifier_follow_up_intent":"another_option"},"timestamp":1777049954025}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":2,"message":"how much","is_image_followup_context":true,"is_short_or_ambiguous_message":true,"follow_up_intent_from_memory":null,"follow_up_intent_after_classifier":"another_option","classifier_follow_up_intent":"another_option","categories_from_message_count":1,"message_specifies_store_product_details":false},"timestamp":1777050047190}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H2_routing_to_score_path","location":"WhatsAppBotContextForAiService.php:routing_decision","message":"routing_decision_state","data":{"conversation_id":2,"message":"how much","classifier_follow_up_intent":"another_option","effective_follow_up_intent":"another_option","follow_up_intent_for_select_best":"another_option","short_blocks_store_product_selection":false,"filtered_count":1,"is_explicit_product":false,"price_follow_up_active":false,"is_image_followup_context":true},"timestamp":1777050047234}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H3_selection_branch_null_product","location":"WhatsAppBotContextForAiService.php:selection_post_branch","message":"selection_branch_result","data":{"conversation_id":2,"message":"how much","selection_branch":"carousel_next","follow_up_intent_effective":"another_option","follow_up_intent_for_select_best":"another_option","is_another_option":true,"show_same_product_again":false,"short_blocks_store_product_selection":false,"filtered_count":1,"selected_product_id":11,"selected_has_media":true},"timestamp":1777050047235}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":2,"is_image_followup_context":true,"store_categories_filter_count":1,"filtered_count":1,"store_product_for_media_present":true,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777050047237}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":2,"message":"how much","action":"show_product_next","has_store_product_for_media":true,"store_product_for_media_id":11,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"another_option","classifier_follow_up_intent":"another_option"},"timestamp":1777050047238}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":2,"message":"how much","is_image_followup_context":true,"is_short_or_ambiguous_message":true,"follow_up_intent_from_memory":null,"follow_up_intent_after_classifier":"another_option","classifier_follow_up_intent":"another_option","categories_from_message_count":1,"message_specifies_store_product_details":false},"timestamp":1777050597036}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H2_routing_to_score_path","location":"WhatsAppBotContextForAiService.php:routing_decision","message":"routing_decision_state","data":{"conversation_id":2,"message":"how much","classifier_follow_up_intent":"another_option","effective_follow_up_intent":"another_option","follow_up_intent_for_select_best":"another_option","short_blocks_store_product_selection":false,"filtered_count":2,"is_explicit_product":false,"price_follow_up_active":false,"is_image_followup_context":true},"timestamp":1777050597073}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H3_selection_branch_null_product","location":"WhatsAppBotContextForAiService.php:selection_post_branch","message":"selection_branch_result","data":{"conversation_id":2,"message":"how much","selection_branch":"carousel_next","follow_up_intent_effective":"another_option","follow_up_intent_for_select_best":"another_option","is_another_option":true,"show_same_product_again":false,"short_blocks_store_product_selection":false,"filtered_count":2,"selected_product_id":4,"selected_has_media":true},"timestamp":1777050597074}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":2,"is_image_followup_context":true,"store_categories_filter_count":1,"filtered_count":2,"store_product_for_media_present":true,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777050597077}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":2,"message":"how much","action":"show_product_next","has_store_product_for_media":true,"store_product_for_media_id":4,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"another_option","classifier_follow_up_intent":"another_option"},"timestamp":1777050597077}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":2,"message":"how much","is_image_followup_context":true,"is_short_or_ambiguous_message":true,"follow_up_intent_from_memory":null,"follow_up_intent_after_classifier":"another_option","classifier_follow_up_intent":"another_option","categories_from_message_count":1,"message_specifies_store_product_details":false},"timestamp":1777050632673}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H2_routing_to_score_path","location":"WhatsAppBotContextForAiService.php:routing_decision","message":"routing_decision_state","data":{"conversation_id":2,"message":"how much","classifier_follow_up_intent":"another_option","effective_follow_up_intent":"another_option","follow_up_intent_for_select_best":"another_option","short_blocks_store_product_selection":false,"filtered_count":1,"is_explicit_product":false,"price_follow_up_active":false,"is_image_followup_context":true},"timestamp":1777050632695}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H3_selection_branch_null_product","location":"WhatsAppBotContextForAiService.php:selection_post_branch","message":"selection_branch_result","data":{"conversation_id":2,"message":"how much","selection_branch":"carousel_next","follow_up_intent_effective":"another_option","follow_up_intent_for_select_best":"another_option","is_another_option":true,"show_same_product_again":false,"short_blocks_store_product_selection":false,"filtered_count":1,"selected_product_id":11,"selected_has_media":true},"timestamp":1777050632696}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":2,"is_image_followup_context":true,"store_categories_filter_count":1,"filtered_count":1,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":true},"timestamp":1777050632698}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":2,"message":"how much","action":"contact","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":true,"follow_up_intent_before_final_decision":"another_option","classifier_follow_up_intent":"another_option"},"timestamp":1777050632699}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":35,"message":"How much for something like this","is_image_followup_context":false,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":null,"follow_up_intent_after_classifier":"another_option","classifier_follow_up_intent":"another_option","categories_from_message_count":1,"message_specifies_store_product_details":false},"timestamp":1777050707038}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H2_routing_to_score_path","location":"WhatsAppBotContextForAiService.php:routing_decision","message":"routing_decision_state","data":{"conversation_id":35,"message":"How much for something like this","classifier_follow_up_intent":"another_option","effective_follow_up_intent":"another_option","follow_up_intent_for_select_best":"another_option","short_blocks_store_product_selection":false,"filtered_count":1,"is_explicit_product":false,"price_follow_up_active":false,"is_image_followup_context":false},"timestamp":1777050707061}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H3_selection_branch_null_product","location":"WhatsAppBotContextForAiService.php:selection_post_branch","message":"selection_branch_result","data":{"conversation_id":35,"message":"How much for something like this","selection_branch":"carousel_next","follow_up_intent_effective":"another_option","follow_up_intent_for_select_best":"another_option","is_another_option":true,"show_same_product_again":false,"short_blocks_store_product_selection":false,"filtered_count":1,"selected_product_id":11,"selected_has_media":true},"timestamp":1777050707062}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":35,"is_image_followup_context":false,"store_categories_filter_count":1,"filtered_count":1,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":true},"timestamp":1777050707064}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":35,"message":"How much for something like this","action":"contact","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":true,"follow_up_intent_before_final_decision":"another_option","classifier_follow_up_intent":"another_option"},"timestamp":1777050707065}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":176,"message":"🔥 how much this was?","is_image_followup_context":false,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":"another_option","follow_up_intent_after_classifier":"another_option","classifier_follow_up_intent":"another_option","categories_from_message_count":0,"message_specifies_store_product_details":false},"timestamp":1777050731131}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":176,"is_image_followup_context":false,"store_categories_filter_count":0,"filtered_count":0,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777050731159}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":176,"message":"🔥 how much this was?","action":"ask_clarification","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"another_option","classifier_follow_up_intent":"another_option"},"timestamp":1777050731160}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":2,"message":"how much","is_image_followup_context":true,"is_short_or_ambiguous_message":true,"follow_up_intent_from_memory":null,"follow_up_intent_after_classifier":"another_option","classifier_follow_up_intent":"another_option","categories_from_message_count":1,"message_specifies_store_product_details":false},"timestamp":1777051098470}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H2_routing_to_score_path","location":"WhatsAppBotContextForAiService.php:routing_decision","message":"routing_decision_state","data":{"conversation_id":2,"message":"how much","classifier_follow_up_intent":"another_option","effective_follow_up_intent":"another_option","follow_up_intent_for_select_best":"another_option","short_blocks_store_product_selection":false,"filtered_count":1,"is_explicit_product":false,"price_follow_up_active":false,"is_image_followup_context":true},"timestamp":1777051098498}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H3_selection_branch_null_product","location":"WhatsAppBotContextForAiService.php:selection_post_branch","message":"selection_branch_result","data":{"conversation_id":2,"message":"how much","selection_branch":"carousel_next","follow_up_intent_effective":"another_option","follow_up_intent_for_select_best":"another_option","is_another_option":true,"show_same_product_again":false,"short_blocks_store_product_selection":false,"filtered_count":1,"selected_product_id":11,"selected_has_media":true},"timestamp":1777051098498}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":2,"is_image_followup_context":true,"store_categories_filter_count":1,"filtered_count":1,"store_product_for_media_present":true,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777051098500}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":2,"message":"how much","action":"show_product_next","has_store_product_for_media":true,"store_product_for_media_id":11,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"another_option","classifier_follow_up_intent":"another_option"},"timestamp":1777051098500}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":2,"message":"how much","is_image_followup_context":true,"is_short_or_ambiguous_message":true,"follow_up_intent_from_memory":null,"follow_up_intent_after_classifier":"another_option","classifier_follow_up_intent":"another_option","categories_from_message_count":1,"message_specifies_store_product_details":false},"timestamp":1777051127468}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H2_routing_to_score_path","location":"WhatsAppBotContextForAiService.php:routing_decision","message":"routing_decision_state","data":{"conversation_id":2,"message":"how much","classifier_follow_up_intent":"another_option","effective_follow_up_intent":"another_option","follow_up_intent_for_select_best":"another_option","short_blocks_store_product_selection":false,"filtered_count":1,"is_explicit_product":false,"price_follow_up_active":false,"is_image_followup_context":true},"timestamp":1777051127500}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H3_selection_branch_null_product","location":"WhatsAppBotContextForAiService.php:selection_post_branch","message":"selection_branch_result","data":{"conversation_id":2,"message":"how much","selection_branch":"carousel_next","follow_up_intent_effective":"another_option","follow_up_intent_for_select_best":"another_option","is_another_option":true,"show_same_product_again":false,"short_blocks_store_product_selection":false,"filtered_count":1,"selected_product_id":11,"selected_has_media":true},"timestamp":1777051127500}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":2,"is_image_followup_context":true,"store_categories_filter_count":1,"filtered_count":1,"store_product_for_media_present":true,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777051127502}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":2,"message":"how much","action":"show_product_next","has_store_product_for_media":true,"store_product_for_media_id":11,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"another_option","classifier_follow_up_intent":"another_option"},"timestamp":1777051127502}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":2,"message":"how much","is_image_followup_context":true,"is_short_or_ambiguous_message":true,"follow_up_intent_from_memory":null,"follow_up_intent_after_classifier":"another_option","classifier_follow_up_intent":"another_option","categories_from_message_count":0,"message_specifies_store_product_details":false},"timestamp":1777051273405}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":2,"is_image_followup_context":true,"store_categories_filter_count":0,"filtered_count":0,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777051273427}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":2,"message":"how much","action":"ask_clarification","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"another_option","classifier_follow_up_intent":"another_option"},"timestamp":1777051273427}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":2,"message":"how much","is_image_followup_context":true,"is_short_or_ambiguous_message":true,"follow_up_intent_from_memory":"another_option","follow_up_intent_after_classifier":"another_option","classifier_follow_up_intent":"another_option","categories_from_message_count":0,"message_specifies_store_product_details":false},"timestamp":1777051291461}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":2,"is_image_followup_context":true,"store_categories_filter_count":0,"filtered_count":0,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777051291487}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":2,"message":"how much","action":"ask_clarification","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"another_option","classifier_follow_up_intent":"another_option"},"timestamp":1777051291487}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":2,"message":"how much","is_image_followup_context":true,"is_short_or_ambiguous_message":true,"follow_up_intent_from_memory":null,"follow_up_intent_after_classifier":"another_option","classifier_follow_up_intent":"another_option","categories_from_message_count":1,"message_specifies_store_product_details":false},"timestamp":1777051317809}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H2_routing_to_score_path","location":"WhatsAppBotContextForAiService.php:routing_decision","message":"routing_decision_state","data":{"conversation_id":2,"message":"how much","classifier_follow_up_intent":"another_option","effective_follow_up_intent":"another_option","follow_up_intent_for_select_best":"another_option","short_blocks_store_product_selection":false,"filtered_count":1,"is_explicit_product":false,"price_follow_up_active":false,"is_image_followup_context":true},"timestamp":1777051317873}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H3_selection_branch_null_product","location":"WhatsAppBotContextForAiService.php:selection_post_branch","message":"selection_branch_result","data":{"conversation_id":2,"message":"how much","selection_branch":"carousel_next","follow_up_intent_effective":"another_option","follow_up_intent_for_select_best":"another_option","is_another_option":true,"show_same_product_again":false,"short_blocks_store_product_selection":false,"filtered_count":1,"selected_product_id":11,"selected_has_media":true},"timestamp":1777051317873}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":2,"is_image_followup_context":true,"store_categories_filter_count":1,"filtered_count":1,"store_product_for_media_present":true,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777051317875}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":2,"message":"how much","action":"show_product_next","has_store_product_for_media":true,"store_product_for_media_id":11,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"another_option","classifier_follow_up_intent":"another_option"},"timestamp":1777051317875}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":2,"message":"how much","is_image_followup_context":true,"is_short_or_ambiguous_message":true,"follow_up_intent_from_memory":null,"follow_up_intent_after_classifier":"another_option","classifier_follow_up_intent":"another_option","categories_from_message_count":1,"message_specifies_store_product_details":false},"timestamp":1777051398675}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H2_routing_to_score_path","location":"WhatsAppBotContextForAiService.php:routing_decision","message":"routing_decision_state","data":{"conversation_id":2,"message":"how much","classifier_follow_up_intent":"another_option","effective_follow_up_intent":"another_option","follow_up_intent_for_select_best":"another_option","short_blocks_store_product_selection":false,"filtered_count":3,"is_explicit_product":false,"price_follow_up_active":false,"is_image_followup_context":true},"timestamp":1777051398720}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H3_selection_branch_null_product","location":"WhatsAppBotContextForAiService.php:selection_post_branch","message":"selection_branch_result","data":{"conversation_id":2,"message":"how much","selection_branch":"carousel_next","follow_up_intent_effective":"another_option","follow_up_intent_for_select_best":"another_option","is_another_option":true,"show_same_product_again":false,"short_blocks_store_product_selection":false,"filtered_count":3,"selected_product_id":6,"selected_has_media":true},"timestamp":1777051398721}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":2,"is_image_followup_context":true,"store_categories_filter_count":1,"filtered_count":3,"store_product_for_media_present":true,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777051398723}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":2,"message":"how much","action":"show_product_next","has_store_product_for_media":true,"store_product_for_media_id":6,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"another_option","classifier_follow_up_intent":"another_option"},"timestamp":1777051398723}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":618,"message":"Price","is_image_followup_context":false,"is_short_or_ambiguous_message":true,"follow_up_intent_from_memory":"another_option","follow_up_intent_after_classifier":null,"classifier_follow_up_intent":null,"categories_from_message_count":0,"message_specifies_store_product_details":false},"timestamp":1777051398944}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":618,"is_image_followup_context":false,"store_categories_filter_count":0,"filtered_count":0,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777051398956}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":618,"message":"Price","action":"ask_clarification","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":null,"classifier_follow_up_intent":null},"timestamp":1777051398956}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":2,"message":"is not this one is busthdown rolex 36mm","is_image_followup_context":true,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":null,"follow_up_intent_after_classifier":"another_option","classifier_follow_up_intent":"another_option","categories_from_message_count":1,"message_specifies_store_product_details":true},"timestamp":1777051431256}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H2_routing_to_score_path","location":"WhatsAppBotContextForAiService.php:routing_decision","message":"routing_decision_state","data":{"conversation_id":2,"message":"is not this one is busthdown rolex 36mm","classifier_follow_up_intent":"another_option","effective_follow_up_intent":"media","follow_up_intent_for_select_best":"another_option","short_blocks_store_product_selection":false,"filtered_count":3,"is_explicit_product":true,"price_follow_up_active":false,"is_image_followup_context":true},"timestamp":1777051431281}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H3_selection_branch_null_product","location":"WhatsAppBotContextForAiService.php:selection_post_branch","message":"selection_branch_result","data":{"conversation_id":2,"message":"is not this one is busthdown rolex 36mm","selection_branch":"score_primary","follow_up_intent_effective":"media","follow_up_intent_for_select_best":"another_option","is_another_option":false,"show_same_product_again":false,"short_blocks_store_product_selection":false,"filtered_count":3,"selected_product_id":8,"selected_has_media":true},"timestamp":1777051431284}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":2,"is_image_followup_context":true,"store_categories_filter_count":1,"filtered_count":3,"store_product_for_media_present":true,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777051431285}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":2,"message":"is not this one is busthdown rolex 36mm","action":"show_product","has_store_product_for_media":true,"store_product_for_media_id":8,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"media","classifier_follow_up_intent":"another_option"},"timestamp":1777051431285}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":2,"message":"noooo busthdown","is_image_followup_context":true,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":null,"follow_up_intent_after_classifier":"another_option","classifier_follow_up_intent":"another_option","categories_from_message_count":1,"message_specifies_store_product_details":false},"timestamp":1777051449883}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H2_routing_to_score_path","location":"WhatsAppBotContextForAiService.php:routing_decision","message":"routing_decision_state","data":{"conversation_id":2,"message":"noooo busthdown","classifier_follow_up_intent":"another_option","effective_follow_up_intent":"another_option","follow_up_intent_for_select_best":"another_option","short_blocks_store_product_selection":false,"filtered_count":3,"is_explicit_product":false,"price_follow_up_active":false,"is_image_followup_context":true},"timestamp":1777051449909}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H3_selection_branch_null_product","location":"WhatsAppBotContextForAiService.php:selection_post_branch","message":"selection_branch_result","data":{"conversation_id":2,"message":"noooo busthdown","selection_branch":"carousel_exhausted","follow_up_intent_effective":"another_option","follow_up_intent_for_select_best":"another_option","is_another_option":true,"show_same_product_again":false,"short_blocks_store_product_selection":false,"filtered_count":3,"selected_product_id":null,"selected_has_media":false},"timestamp":1777051449910}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":2,"is_image_followup_context":true,"store_categories_filter_count":1,"filtered_count":3,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777051449911}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":2,"message":"noooo busthdown","action":"ask_clarification","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"another_option","classifier_follow_up_intent":"another_option"},"timestamp":1777051449911}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":2,"message":"yes im looking for bustdown watch","is_image_followup_context":false,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":null,"follow_up_intent_after_classifier":"another_option","classifier_follow_up_intent":"another_option","categories_from_message_count":1,"message_specifies_store_product_details":true},"timestamp":1777051482597}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H2_routing_to_score_path","location":"WhatsAppBotContextForAiService.php:routing_decision","message":"routing_decision_state","data":{"conversation_id":2,"message":"yes im looking for bustdown watch","classifier_follow_up_intent":"another_option","effective_follow_up_intent":"media","follow_up_intent_for_select_best":"another_option","short_blocks_store_product_selection":false,"filtered_count":3,"is_explicit_product":true,"price_follow_up_active":false,"is_image_followup_context":false},"timestamp":1777051482613}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H3_selection_branch_null_product","location":"WhatsAppBotContextForAiService.php:selection_post_branch","message":"selection_branch_result","data":{"conversation_id":2,"message":"yes im looking for bustdown watch","selection_branch":"score_primary","follow_up_intent_effective":"media","follow_up_intent_for_select_best":"another_option","is_another_option":false,"show_same_product_again":false,"short_blocks_store_product_selection":false,"filtered_count":3,"selected_product_id":null,"selected_has_media":false},"timestamp":1777051482614}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":2,"message":"yes im looking for bustdown watch","action":"contact","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":true,"follow_up_intent_before_final_decision":"media","classifier_follow_up_intent":"another_option"},"timestamp":1777051482616}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":2,"message":"im looking for earring form mmy wife","is_image_followup_context":false,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":null,"follow_up_intent_after_classifier":"another_option","classifier_follow_up_intent":"another_option","categories_from_message_count":0,"message_specifies_store_product_details":false},"timestamp":1777051525697}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":2,"is_image_followup_context":false,"store_categories_filter_count":0,"filtered_count":0,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777051525722}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":2,"message":"im looking for earring form mmy wife","action":"ask_clarification","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"another_option","classifier_follow_up_intent":"another_option"},"timestamp":1777051525724}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":2,"message":"hoops","is_image_followup_context":false,"is_short_or_ambiguous_message":true,"follow_up_intent_from_memory":null,"follow_up_intent_after_classifier":"another_option","classifier_follow_up_intent":"another_option","categories_from_message_count":0,"message_specifies_store_product_details":false},"timestamp":1777051544174}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":2,"is_image_followup_context":false,"store_categories_filter_count":0,"filtered_count":0,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777051544219}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":2,"message":"hoops","action":"ask_clarification","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"another_option","classifier_follow_up_intent":"another_option"},"timestamp":1777051544219}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":2,"message":"can i see it","is_image_followup_context":false,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":null,"follow_up_intent_after_classifier":"media","classifier_follow_up_intent":"media","categories_from_message_count":0,"message_specifies_store_product_details":false},"timestamp":1777051560158}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":2,"is_image_followup_context":false,"store_categories_filter_count":0,"filtered_count":0,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777051560184}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":2,"message":"can i see it","action":"ask_clarification","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"media","classifier_follow_up_intent":"media"},"timestamp":1777051560185}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":2,"message":"earrings","is_image_followup_context":false,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":null,"follow_up_intent_after_classifier":"another_option","classifier_follow_up_intent":"another_option","categories_from_message_count":0,"message_specifies_store_product_details":false},"timestamp":1777051570997}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":2,"is_image_followup_context":false,"store_categories_filter_count":0,"filtered_count":0,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777051571056}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":2,"message":"earrings","action":"ask_clarification","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"another_option","classifier_follow_up_intent":"another_option"},"timestamp":1777051571057}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":2,"message":"im looking for eaRRINGS","is_image_followup_context":false,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":null,"follow_up_intent_after_classifier":"another_option","classifier_follow_up_intent":"another_option","categories_from_message_count":0,"message_specifies_store_product_details":false},"timestamp":1777051629916}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":2,"is_image_followup_context":false,"store_categories_filter_count":0,"filtered_count":0,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777051629948}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":2,"message":"im looking for eaRRINGS","action":"ask_clarification","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"another_option","classifier_follow_up_intent":"another_option"},"timestamp":1777051629949}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":2,"message":"ARE YOU OPEN","is_image_followup_context":false,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":null,"follow_up_intent_after_classifier":"other","classifier_follow_up_intent":"other","categories_from_message_count":0,"message_specifies_store_product_details":false},"timestamp":1777051661539}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":2,"is_image_followup_context":false,"store_categories_filter_count":0,"filtered_count":0,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777051661570}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":2,"message":"ARE YOU OPEN","action":"ask_clarification","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"other","classifier_follow_up_intent":"other"},"timestamp":1777051661570}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":2,"message":"im looking for earrings","is_image_followup_context":false,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":"another_option","follow_up_intent_after_classifier":"another_option","classifier_follow_up_intent":"another_option","categories_from_message_count":0,"message_specifies_store_product_details":false},"timestamp":1777051679118}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":2,"is_image_followup_context":false,"store_categories_filter_count":0,"filtered_count":0,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777051679159}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":2,"message":"im looking for earrings","action":"ask_clarification","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"another_option","classifier_follow_up_intent":"another_option"},"timestamp":1777051679159}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":2,"message":"earring just get deal","is_image_followup_context":false,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":null,"follow_up_intent_after_classifier":null,"classifier_follow_up_intent":null,"categories_from_message_count":0,"message_specifies_store_product_details":false},"timestamp":1777051703745}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":2,"is_image_followup_context":false,"store_categories_filter_count":0,"filtered_count":0,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777051703788}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":2,"message":"earring just get deal","action":"ask_clarification","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":null,"classifier_follow_up_intent":null},"timestamp":1777051703789}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":2,"message":"iom looking for earrings for my wife","is_image_followup_context":false,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":null,"follow_up_intent_after_classifier":"another_option","classifier_follow_up_intent":"another_option","categories_from_message_count":0,"message_specifies_store_product_details":false},"timestamp":1777051762946}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":2,"is_image_followup_context":false,"store_categories_filter_count":0,"filtered_count":0,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777051762970}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":2,"message":"iom looking for earrings for my wife","action":"ask_clarification","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"another_option","classifier_follow_up_intent":"another_option"},"timestamp":1777051762970}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":2,"message":"hoops","is_image_followup_context":false,"is_short_or_ambiguous_message":true,"follow_up_intent_from_memory":null,"follow_up_intent_after_classifier":"another_option","classifier_follow_up_intent":"another_option","categories_from_message_count":0,"message_specifies_store_product_details":false},"timestamp":1777051779624}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":2,"is_image_followup_context":false,"store_categories_filter_count":0,"filtered_count":0,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777051779670}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":2,"message":"hoops","action":"ask_clarification","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"another_option","classifier_follow_up_intent":"another_option"},"timestamp":1777051779670}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":2,"message":"how much","is_image_followup_context":false,"is_short_or_ambiguous_message":true,"follow_up_intent_from_memory":null,"follow_up_intent_after_classifier":"another_option","classifier_follow_up_intent":"another_option","categories_from_message_count":0,"message_specifies_store_product_details":false},"timestamp":1777051791292}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":2,"is_image_followup_context":false,"store_categories_filter_count":0,"filtered_count":0,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777051791320}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":2,"message":"how much","action":"ask_clarification","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"another_option","classifier_follow_up_intent":"another_option"},"timestamp":1777051791320}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":2,"message":"im looking for earrings","is_image_followup_context":false,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":null,"follow_up_intent_after_classifier":"another_option","classifier_follow_up_intent":"another_option","categories_from_message_count":0,"message_specifies_store_product_details":false},"timestamp":1777053021117}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":2,"is_image_followup_context":false,"store_categories_filter_count":0,"filtered_count":0,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777053021162}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":2,"message":"im looking for earrings","action":"ask_clarification","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"another_option","classifier_follow_up_intent":"another_option"},"timestamp":1777053021164}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":2,"message":"HOOPS","is_image_followup_context":false,"is_short_or_ambiguous_message":true,"follow_up_intent_from_memory":null,"follow_up_intent_after_classifier":"another_option","classifier_follow_up_intent":"another_option","categories_from_message_count":0,"message_specifies_store_product_details":false},"timestamp":1777053041389}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":2,"is_image_followup_context":false,"store_categories_filter_count":0,"filtered_count":0,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777053041429}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":2,"message":"HOOPS","action":"ask_clarification","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"another_option","classifier_follow_up_intent":"another_option"},"timestamp":1777053041429}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":2,"message":"YES","is_image_followup_context":false,"is_short_or_ambiguous_message":true,"follow_up_intent_from_memory":null,"follow_up_intent_after_classifier":"another_option","classifier_follow_up_intent":"another_option","categories_from_message_count":0,"message_specifies_store_product_details":false},"timestamp":1777053050074}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":2,"is_image_followup_context":false,"store_categories_filter_count":0,"filtered_count":0,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777053050106}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":2,"message":"YES","action":"ask_clarification","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"another_option","classifier_follow_up_intent":"another_option"},"timestamp":1777053050106}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":2,"message":"im looking for rings for my wife","is_image_followup_context":false,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":null,"follow_up_intent_after_classifier":"another_option","classifier_follow_up_intent":"another_option","categories_from_message_count":0,"message_specifies_store_product_details":false},"timestamp":1777053737013}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":2,"is_image_followup_context":false,"store_categories_filter_count":0,"filtered_count":0,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777053737039}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":2,"message":"im looking for rings for my wife","action":"ask_clarification","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"another_option","classifier_follow_up_intent":"another_option"},"timestamp":1777053737039}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":2,"message":"how much","is_image_followup_context":true,"is_short_or_ambiguous_message":true,"follow_up_intent_from_memory":null,"follow_up_intent_after_classifier":"another_option","classifier_follow_up_intent":"another_option","categories_from_message_count":1,"message_specifies_store_product_details":false},"timestamp":1777053780034}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H2_routing_to_score_path","location":"WhatsAppBotContextForAiService.php:routing_decision","message":"routing_decision_state","data":{"conversation_id":2,"message":"how much","classifier_follow_up_intent":"another_option","effective_follow_up_intent":"another_option","follow_up_intent_for_select_best":"another_option","short_blocks_store_product_selection":false,"filtered_count":1,"is_explicit_product":false,"price_follow_up_active":false,"is_image_followup_context":true},"timestamp":1777053780057}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H3_selection_branch_null_product","location":"WhatsAppBotContextForAiService.php:selection_post_branch","message":"selection_branch_result","data":{"conversation_id":2,"message":"how much","selection_branch":"carousel_next","follow_up_intent_effective":"another_option","follow_up_intent_for_select_best":"another_option","is_another_option":true,"show_same_product_again":false,"short_blocks_store_product_selection":false,"filtered_count":1,"selected_product_id":11,"selected_has_media":true},"timestamp":1777053780058}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":2,"is_image_followup_context":true,"store_categories_filter_count":1,"filtered_count":1,"store_product_for_media_present":true,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777053780061}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":2,"message":"how much","action":"show_product_next","has_store_product_for_media":true,"store_product_for_media_id":11,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"another_option","classifier_follow_up_intent":"another_option"},"timestamp":1777053780061}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":2,"message":"how much something like this","is_image_followup_context":true,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":null,"follow_up_intent_after_classifier":"another_option","classifier_follow_up_intent":"another_option","categories_from_message_count":0,"message_specifies_store_product_details":false},"timestamp":1777053801914}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":2,"is_image_followup_context":true,"store_categories_filter_count":0,"filtered_count":0,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777053801936}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":2,"message":"how much something like this","action":"ask_clarification","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"another_option","classifier_follow_up_intent":"another_option"},"timestamp":1777053801936}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":2,"message":"how much","is_image_followup_context":true,"is_short_or_ambiguous_message":true,"follow_up_intent_from_memory":"other","follow_up_intent_after_classifier":"other","classifier_follow_up_intent":"other","categories_from_message_count":0,"message_specifies_store_product_details":false},"timestamp":1777053822969}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H2_routing_to_score_path","location":"WhatsAppBotContextForAiService.php:routing_decision","message":"routing_decision_state","data":{"conversation_id":2,"message":"how much","classifier_follow_up_intent":"other","effective_follow_up_intent":"media","follow_up_intent_for_select_best":"other","short_blocks_store_product_selection":false,"filtered_count":2,"is_explicit_product":false,"price_follow_up_active":false,"is_image_followup_context":true},"timestamp":1777053822993}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H3_selection_branch_null_product","location":"WhatsAppBotContextForAiService.php:selection_post_branch","message":"selection_branch_result","data":{"conversation_id":2,"message":"how much","selection_branch":"score_primary","follow_up_intent_effective":"media","follow_up_intent_for_select_best":"other","is_another_option":false,"show_same_product_again":false,"short_blocks_store_product_selection":false,"filtered_count":2,"selected_product_id":null,"selected_has_media":false},"timestamp":1777053822994}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":2,"is_image_followup_context":true,"store_categories_filter_count":1,"filtered_count":2,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777053822995}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":2,"message":"how much","action":"disambiguate","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":2,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"media","classifier_follow_up_intent":"other"},"timestamp":1777053822995}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":2,"message":"how much","is_image_followup_context":true,"is_short_or_ambiguous_message":true,"follow_up_intent_from_memory":null,"follow_up_intent_after_classifier":"another_option","classifier_follow_up_intent":"another_option","categories_from_message_count":1,"message_specifies_store_product_details":false},"timestamp":1777053901982}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H2_routing_to_score_path","location":"WhatsAppBotContextForAiService.php:routing_decision","message":"routing_decision_state","data":{"conversation_id":2,"message":"how much","classifier_follow_up_intent":"another_option","effective_follow_up_intent":"another_option","follow_up_intent_for_select_best":"another_option","short_blocks_store_product_selection":false,"filtered_count":3,"is_explicit_product":false,"price_follow_up_active":false,"is_image_followup_context":true},"timestamp":1777053902008}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H3_selection_branch_null_product","location":"WhatsAppBotContextForAiService.php:selection_post_branch","message":"selection_branch_result","data":{"conversation_id":2,"message":"how much","selection_branch":"carousel_next","follow_up_intent_effective":"another_option","follow_up_intent_for_select_best":"another_option","is_another_option":true,"show_same_product_again":false,"short_blocks_store_product_selection":false,"filtered_count":3,"selected_product_id":6,"selected_has_media":true},"timestamp":1777053902008}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":2,"is_image_followup_context":true,"store_categories_filter_count":1,"filtered_count":3,"store_product_for_media_present":true,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777053902010}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":2,"message":"how much","action":"show_product_next","has_store_product_for_media":true,"store_product_for_media_id":6,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"another_option","classifier_follow_up_intent":"another_option"},"timestamp":1777053902010}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":2,"message":"how much something like this","is_image_followup_context":true,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":null,"follow_up_intent_after_classifier":"other","classifier_follow_up_intent":"other","categories_from_message_count":0,"message_specifies_store_product_details":false},"timestamp":1777053925678}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H2_routing_to_score_path","location":"WhatsAppBotContextForAiService.php:routing_decision","message":"routing_decision_state","data":{"conversation_id":2,"message":"how much something like this","classifier_follow_up_intent":"other","effective_follow_up_intent":"other","follow_up_intent_for_select_best":"other","short_blocks_store_product_selection":false,"filtered_count":2,"is_explicit_product":false,"price_follow_up_active":false,"is_image_followup_context":true},"timestamp":1777053925719}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H3_selection_branch_null_product","location":"WhatsAppBotContextForAiService.php:selection_post_branch","message":"selection_branch_result","data":{"conversation_id":2,"message":"how much something like this","selection_branch":"score_primary","follow_up_intent_effective":"other","follow_up_intent_for_select_best":"other","is_another_option":false,"show_same_product_again":false,"short_blocks_store_product_selection":false,"filtered_count":2,"selected_product_id":null,"selected_has_media":false},"timestamp":1777053925721}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":2,"is_image_followup_context":true,"store_categories_filter_count":1,"filtered_count":2,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777053925723}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":2,"message":"how much something like this","action":"ask_clarification","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"other","classifier_follow_up_intent":"other"},"timestamp":1777053925723}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":2,"message":"how much","is_image_followup_context":true,"is_short_or_ambiguous_message":true,"follow_up_intent_from_memory":null,"follow_up_intent_after_classifier":"another_option","classifier_follow_up_intent":"another_option","categories_from_message_count":1,"message_specifies_store_product_details":false},"timestamp":1777054113220}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H2_routing_to_score_path","location":"WhatsAppBotContextForAiService.php:routing_decision","message":"routing_decision_state","data":{"conversation_id":2,"message":"how much","classifier_follow_up_intent":"another_option","effective_follow_up_intent":"another_option","follow_up_intent_for_select_best":"another_option","short_blocks_store_product_selection":false,"filtered_count":2,"is_explicit_product":false,"price_follow_up_active":false,"is_image_followup_context":true},"timestamp":1777054113239}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H3_selection_branch_null_product","location":"WhatsAppBotContextForAiService.php:selection_post_branch","message":"selection_branch_result","data":{"conversation_id":2,"message":"how much","selection_branch":"carousel_next","follow_up_intent_effective":"another_option","follow_up_intent_for_select_best":"another_option","is_another_option":true,"show_same_product_again":false,"short_blocks_store_product_selection":false,"filtered_count":2,"selected_product_id":4,"selected_has_media":true},"timestamp":1777054113239}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":2,"is_image_followup_context":true,"store_categories_filter_count":1,"filtered_count":2,"store_product_for_media_present":true,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777054113241}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":2,"message":"how much","action":"show_product_next","has_store_product_for_media":true,"store_product_for_media_id":4,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"another_option","classifier_follow_up_intent":"another_option"},"timestamp":1777054113241}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":2,"message":"how much","is_image_followup_context":true,"is_short_or_ambiguous_message":true,"follow_up_intent_from_memory":null,"follow_up_intent_after_classifier":"another_option","classifier_follow_up_intent":"another_option","categories_from_message_count":1,"message_specifies_store_product_details":false},"timestamp":1777054146266}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H2_routing_to_score_path","location":"WhatsAppBotContextForAiService.php:routing_decision","message":"routing_decision_state","data":{"conversation_id":2,"message":"how much","classifier_follow_up_intent":"another_option","effective_follow_up_intent":"another_option","follow_up_intent_for_select_best":"another_option","short_blocks_store_product_selection":false,"filtered_count":3,"is_explicit_product":false,"price_follow_up_active":false,"is_image_followup_context":true},"timestamp":1777054146303}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H3_selection_branch_null_product","location":"WhatsAppBotContextForAiService.php:selection_post_branch","message":"selection_branch_result","data":{"conversation_id":2,"message":"how much","selection_branch":"carousel_next","follow_up_intent_effective":"another_option","follow_up_intent_for_select_best":"another_option","is_another_option":true,"show_same_product_again":false,"short_blocks_store_product_selection":false,"filtered_count":3,"selected_product_id":6,"selected_has_media":true},"timestamp":1777054146304}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":2,"is_image_followup_context":true,"store_categories_filter_count":1,"filtered_count":3,"store_product_for_media_present":true,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777054146314}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":2,"message":"how much","action":"show_product_next","has_store_product_for_media":true,"store_product_for_media_id":6,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"another_option","classifier_follow_up_intent":"another_option"},"timestamp":1777054146314}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":2,"message":"how much","is_image_followup_context":true,"is_short_or_ambiguous_message":true,"follow_up_intent_from_memory":null,"follow_up_intent_after_classifier":"another_option","classifier_follow_up_intent":"another_option","categories_from_message_count":0,"message_specifies_store_product_details":false},"timestamp":1777054167416}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":2,"is_image_followup_context":true,"store_categories_filter_count":0,"filtered_count":0,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777054167442}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":2,"message":"how much","action":"ask_clarification","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"another_option","classifier_follow_up_intent":"another_option"},"timestamp":1777054167442}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":2,"message":"im lolokinf for bracelets","is_image_followup_context":true,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":"another_option","follow_up_intent_after_classifier":"another_option","classifier_follow_up_intent":"another_option","categories_from_message_count":0,"message_specifies_store_product_details":false},"timestamp":1777054209411}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":2,"is_image_followup_context":true,"store_categories_filter_count":0,"filtered_count":0,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777054209443}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":2,"message":"im lolokinf for bracelets","action":"ask_clarification","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"another_option","classifier_follow_up_intent":"another_option"},"timestamp":1777054209443}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":2,"message":"rolex 41mm you have it","is_image_followup_context":true,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":null,"follow_up_intent_after_classifier":"another_option","classifier_follow_up_intent":"another_option","categories_from_message_count":1,"message_specifies_store_product_details":true},"timestamp":1777054234646}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H2_routing_to_score_path","location":"WhatsAppBotContextForAiService.php:routing_decision","message":"routing_decision_state","data":{"conversation_id":2,"message":"rolex 41mm you have it","classifier_follow_up_intent":"another_option","effective_follow_up_intent":"media","follow_up_intent_for_select_best":"another_option","short_blocks_store_product_selection":false,"filtered_count":3,"is_explicit_product":true,"price_follow_up_active":false,"is_image_followup_context":true},"timestamp":1777054234672}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H3_selection_branch_null_product","location":"WhatsAppBotContextForAiService.php:selection_post_branch","message":"selection_branch_result","data":{"conversation_id":2,"message":"rolex 41mm you have it","selection_branch":"score_primary","follow_up_intent_effective":"media","follow_up_intent_for_select_best":"another_option","is_another_option":false,"show_same_product_again":false,"short_blocks_store_product_selection":false,"filtered_count":3,"selected_product_id":null,"selected_has_media":false},"timestamp":1777054234674}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":2,"message":"rolex 41mm you have it","action":"contact","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":true,"follow_up_intent_before_final_decision":"media","classifier_follow_up_intent":"another_option"},"timestamp":1777054234675}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":2,"message":"and cartier watches?","is_image_followup_context":false,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":null,"follow_up_intent_after_classifier":"another_option","classifier_follow_up_intent":"another_option","categories_from_message_count":1,"message_specifies_store_product_details":true},"timestamp":1777054242432}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H2_routing_to_score_path","location":"WhatsAppBotContextForAiService.php:routing_decision","message":"routing_decision_state","data":{"conversation_id":2,"message":"and cartier watches?","classifier_follow_up_intent":"another_option","effective_follow_up_intent":"media","follow_up_intent_for_select_best":"another_option","short_blocks_store_product_selection":false,"filtered_count":3,"is_explicit_product":true,"price_follow_up_active":false,"is_image_followup_context":false},"timestamp":1777054242505}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H3_selection_branch_null_product","location":"WhatsAppBotContextForAiService.php:selection_post_branch","message":"selection_branch_result","data":{"conversation_id":2,"message":"and cartier watches?","selection_branch":"score_primary","follow_up_intent_effective":"media","follow_up_intent_for_select_best":"another_option","is_another_option":false,"show_same_product_again":false,"short_blocks_store_product_selection":false,"filtered_count":3,"selected_product_id":null,"selected_has_media":false},"timestamp":1777054242505}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":2,"message":"and cartier watches?","action":"contact","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":true,"follow_up_intent_before_final_decision":"media","classifier_follow_up_intent":"another_option"},"timestamp":1777054242506}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":2,"message":"how i know my ring size","is_image_followup_context":false,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":null,"follow_up_intent_after_classifier":"other","classifier_follow_up_intent":"other","categories_from_message_count":0,"message_specifies_store_product_details":false},"timestamp":1777054257385}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":2,"is_image_followup_context":false,"store_categories_filter_count":0,"filtered_count":0,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777054257420}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":2,"message":"how i know my ring size","action":"ask_clarification","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"other","classifier_follow_up_intent":"other"},"timestamp":1777054257420}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":2,"message":"im looking for rings custom","is_image_followup_context":false,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":null,"follow_up_intent_after_classifier":"another_option","classifier_follow_up_intent":"another_option","categories_from_message_count":1,"message_specifies_store_product_details":false},"timestamp":1777054279724}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H2_routing_to_score_path","location":"WhatsAppBotContextForAiService.php:routing_decision","message":"routing_decision_state","data":{"conversation_id":2,"message":"im looking for rings custom","classifier_follow_up_intent":"another_option","effective_follow_up_intent":"another_option","follow_up_intent_for_select_best":"another_option","short_blocks_store_product_selection":false,"filtered_count":1,"is_explicit_product":false,"price_follow_up_active":false,"is_image_followup_context":false},"timestamp":1777054279756}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H3_selection_branch_null_product","location":"WhatsAppBotContextForAiService.php:selection_post_branch","message":"selection_branch_result","data":{"conversation_id":2,"message":"im looking for rings custom","selection_branch":"carousel_next","follow_up_intent_effective":"another_option","follow_up_intent_for_select_best":"another_option","is_another_option":true,"show_same_product_again":false,"short_blocks_store_product_selection":false,"filtered_count":1,"selected_product_id":11,"selected_has_media":true},"timestamp":1777054279757}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":2,"is_image_followup_context":false,"store_categories_filter_count":1,"filtered_count":1,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":true},"timestamp":1777054279759}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":2,"message":"im looking for rings custom","action":"contact","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":true,"follow_up_intent_before_final_decision":"another_option","classifier_follow_up_intent":"another_option"},"timestamp":1777054279759}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":2,"message":"i want diferent style","is_image_followup_context":true,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":null,"follow_up_intent_after_classifier":"another_option","classifier_follow_up_intent":"another_option","categories_from_message_count":1,"message_specifies_store_product_details":false},"timestamp":1777054337730}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H2_routing_to_score_path","location":"WhatsAppBotContextForAiService.php:routing_decision","message":"routing_decision_state","data":{"conversation_id":2,"message":"i want diferent style","classifier_follow_up_intent":"another_option","effective_follow_up_intent":"another_option","follow_up_intent_for_select_best":"another_option","short_blocks_store_product_selection":false,"filtered_count":1,"is_explicit_product":false,"price_follow_up_active":false,"is_image_followup_context":true},"timestamp":1777054337761}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H3_selection_branch_null_product","location":"WhatsAppBotContextForAiService.php:selection_post_branch","message":"selection_branch_result","data":{"conversation_id":2,"message":"i want diferent style","selection_branch":"carousel_next","follow_up_intent_effective":"another_option","follow_up_intent_for_select_best":"another_option","is_another_option":true,"show_same_product_again":false,"short_blocks_store_product_selection":false,"filtered_count":1,"selected_product_id":11,"selected_has_media":true},"timestamp":1777054337763}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":2,"is_image_followup_context":true,"store_categories_filter_count":1,"filtered_count":1,"store_product_for_media_present":true,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777054337769}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":2,"message":"i want diferent style","action":"show_product_next","has_store_product_for_media":true,"store_product_for_media_id":11,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"another_option","classifier_follow_up_intent":"another_option"},"timestamp":1777054337770}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":2,"message":"i want diferent style","is_image_followup_context":true,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":null,"follow_up_intent_after_classifier":"another_option","classifier_follow_up_intent":"another_option","categories_from_message_count":1,"message_specifies_store_product_details":false},"timestamp":1777054352536}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H2_routing_to_score_path","location":"WhatsAppBotContextForAiService.php:routing_decision","message":"routing_decision_state","data":{"conversation_id":2,"message":"i want diferent style","classifier_follow_up_intent":"another_option","effective_follow_up_intent":"another_option","follow_up_intent_for_select_best":"another_option","short_blocks_store_product_selection":false,"filtered_count":1,"is_explicit_product":false,"price_follow_up_active":false,"is_image_followup_context":true},"timestamp":1777054352560}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H3_selection_branch_null_product","location":"WhatsAppBotContextForAiService.php:selection_post_branch","message":"selection_branch_result","data":{"conversation_id":2,"message":"i want diferent style","selection_branch":"carousel_exhausted","follow_up_intent_effective":"another_option","follow_up_intent_for_select_best":"another_option","is_another_option":true,"show_same_product_again":false,"short_blocks_store_product_selection":false,"filtered_count":1,"selected_product_id":null,"selected_has_media":false},"timestamp":1777054352561}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":2,"is_image_followup_context":true,"store_categories_filter_count":1,"filtered_count":1,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777054352563}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":2,"message":"i want diferent style","action":"ask_clarification","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"another_option","classifier_follow_up_intent":"another_option"},"timestamp":1777054352563}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":2,"message":"i want big diamond , 5 in x 3 in lenght how i send you","is_image_followup_context":true,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":null,"follow_up_intent_after_classifier":"another_option","classifier_follow_up_intent":"another_option","categories_from_message_count":1,"message_specifies_store_product_details":false},"timestamp":1777054395133}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H2_routing_to_score_path","location":"WhatsAppBotContextForAiService.php:routing_decision","message":"routing_decision_state","data":{"conversation_id":2,"message":"i want big diamond , 5 in x 3 in lenght how i send you","classifier_follow_up_intent":"another_option","effective_follow_up_intent":"another_option","follow_up_intent_for_select_best":"another_option","short_blocks_store_product_selection":false,"filtered_count":1,"is_explicit_product":false,"price_follow_up_active":false,"is_image_followup_context":true},"timestamp":1777054395179}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H3_selection_branch_null_product","location":"WhatsAppBotContextForAiService.php:selection_post_branch","message":"selection_branch_result","data":{"conversation_id":2,"message":"i want big diamond , 5 in x 3 in lenght how i send you","selection_branch":"carousel_exhausted","follow_up_intent_effective":"another_option","follow_up_intent_for_select_best":"another_option","is_another_option":true,"show_same_product_again":false,"short_blocks_store_product_selection":false,"filtered_count":1,"selected_product_id":null,"selected_has_media":false},"timestamp":1777054395180}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":2,"is_image_followup_context":true,"store_categories_filter_count":1,"filtered_count":1,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777054395182}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":2,"message":"i want big diamond , 5 in x 3 in lenght how i send you","action":"ask_clarification","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"another_option","classifier_follow_up_intent":"another_option"},"timestamp":1777054395182}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":2,"message":"thanks","is_image_followup_context":false,"is_short_or_ambiguous_message":true,"follow_up_intent_from_memory":null,"follow_up_intent_after_classifier":"other","classifier_follow_up_intent":"other","categories_from_message_count":1,"message_specifies_store_product_details":false},"timestamp":1777054418782}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H2_routing_to_score_path","location":"WhatsAppBotContextForAiService.php:routing_decision","message":"routing_decision_state","data":{"conversation_id":2,"message":"thanks","classifier_follow_up_intent":"other","effective_follow_up_intent":"media","follow_up_intent_for_select_best":"other","short_blocks_store_product_selection":false,"filtered_count":1,"is_explicit_product":false,"price_follow_up_active":false,"is_image_followup_context":false},"timestamp":1777054418799}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H3_selection_branch_null_product","location":"WhatsAppBotContextForAiService.php:selection_post_branch","message":"selection_branch_result","data":{"conversation_id":2,"message":"thanks","selection_branch":"score_primary","follow_up_intent_effective":"media","follow_up_intent_for_select_best":"other","is_another_option":false,"show_same_product_again":false,"short_blocks_store_product_selection":false,"filtered_count":1,"selected_product_id":null,"selected_has_media":false},"timestamp":1777054418800}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":2,"is_image_followup_context":false,"store_categories_filter_count":1,"filtered_count":1,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777054418801}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":2,"message":"thanks","action":"ask_clarification","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"media","classifier_follow_up_intent":"other"},"timestamp":1777054418801}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":2,"message":"im looking for pendats","is_image_followup_context":false,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":null,"follow_up_intent_after_classifier":"another_option","classifier_follow_up_intent":"another_option","categories_from_message_count":0,"message_specifies_store_product_details":false},"timestamp":1777054551210}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":2,"is_image_followup_context":false,"store_categories_filter_count":0,"filtered_count":0,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777054551231}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":2,"message":"im looking for pendats","action":"ask_clarification","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"another_option","classifier_follow_up_intent":"another_option"},"timestamp":1777054551231}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":2,"message":"jesus pendats","is_image_followup_context":false,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":null,"follow_up_intent_after_classifier":"another_option","classifier_follow_up_intent":"another_option","categories_from_message_count":0,"message_specifies_store_product_details":false},"timestamp":1777054571840}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":2,"is_image_followup_context":false,"store_categories_filter_count":0,"filtered_count":0,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777054571872}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":2,"message":"jesus pendats","action":"ask_clarification","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"another_option","classifier_follow_up_intent":"another_option"},"timestamp":1777054571872}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":2,"message":"and custom pendants","is_image_followup_context":false,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":null,"follow_up_intent_after_classifier":"another_option","classifier_follow_up_intent":"another_option","categories_from_message_count":1,"message_specifies_store_product_details":false},"timestamp":1777054594926}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H2_routing_to_score_path","location":"WhatsAppBotContextForAiService.php:routing_decision","message":"routing_decision_state","data":{"conversation_id":2,"message":"and custom pendants","classifier_follow_up_intent":"another_option","effective_follow_up_intent":"another_option","follow_up_intent_for_select_best":"another_option","short_blocks_store_product_selection":false,"filtered_count":1,"is_explicit_product":false,"price_follow_up_active":false,"is_image_followup_context":false},"timestamp":1777054594980}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H3_selection_branch_null_product","location":"WhatsAppBotContextForAiService.php:selection_post_branch","message":"selection_branch_result","data":{"conversation_id":2,"message":"and custom pendants","selection_branch":"carousel_next","follow_up_intent_effective":"another_option","follow_up_intent_for_select_best":"another_option","is_another_option":true,"show_same_product_again":false,"short_blocks_store_product_selection":false,"filtered_count":1,"selected_product_id":11,"selected_has_media":true},"timestamp":1777054594981}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":2,"is_image_followup_context":false,"store_categories_filter_count":1,"filtered_count":1,"store_product_for_media_present":true,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777054594983}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":2,"message":"and custom pendants","action":"show_product_next","has_store_product_for_media":true,"store_product_for_media_id":11,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"another_option","classifier_follow_up_intent":"another_option"},"timestamp":1777054594984}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":2,"message":"i dont like i want 2 letter big size","is_image_followup_context":false,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":null,"follow_up_intent_after_classifier":"another_option","classifier_follow_up_intent":"another_option","categories_from_message_count":1,"message_specifies_store_product_details":false},"timestamp":1777054619621}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H2_routing_to_score_path","location":"WhatsAppBotContextForAiService.php:routing_decision","message":"routing_decision_state","data":{"conversation_id":2,"message":"i dont like i want 2 letter big size","classifier_follow_up_intent":"another_option","effective_follow_up_intent":"another_option","follow_up_intent_for_select_best":"another_option","short_blocks_store_product_selection":false,"filtered_count":1,"is_explicit_product":false,"price_follow_up_active":false,"is_image_followup_context":false},"timestamp":1777054619645}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H3_selection_branch_null_product","location":"WhatsAppBotContextForAiService.php:selection_post_branch","message":"selection_branch_result","data":{"conversation_id":2,"message":"i dont like i want 2 letter big size","selection_branch":"carousel_exhausted","follow_up_intent_effective":"another_option","follow_up_intent_for_select_best":"another_option","is_another_option":true,"show_same_product_again":false,"short_blocks_store_product_selection":false,"filtered_count":1,"selected_product_id":null,"selected_has_media":false},"timestamp":1777054619646}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":2,"is_image_followup_context":false,"store_categories_filter_count":1,"filtered_count":1,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777054619647}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":2,"message":"i dont like i want 2 letter big size","action":"ask_clarification","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"another_option","classifier_follow_up_intent":"another_option"},"timestamp":1777054619648}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":2,"message":"i have in my mine, how i share it with you","is_image_followup_context":false,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":null,"follow_up_intent_after_classifier":"other","classifier_follow_up_intent":"other","categories_from_message_count":0,"message_specifies_store_product_details":false},"timestamp":1777054643156}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":2,"is_image_followup_context":false,"store_categories_filter_count":0,"filtered_count":0,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777054643176}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":2,"message":"i have in my mine, how i share it with you","action":"ask_clarification","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"other","classifier_follow_up_intent":"other"},"timestamp":1777054643176}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":626,"message":"How much is that with a butterfly and name Alani?","is_image_followup_context":false,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":null,"follow_up_intent_after_classifier":"another_option","classifier_follow_up_intent":"another_option","categories_from_message_count":1,"message_specifies_store_product_details":false},"timestamp":1777068479008}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H2_routing_to_score_path","location":"WhatsAppBotContextForAiService.php:routing_decision","message":"routing_decision_state","data":{"conversation_id":626,"message":"How much is that with a butterfly and name Alani?","classifier_follow_up_intent":"another_option","effective_follow_up_intent":"another_option","follow_up_intent_for_select_best":"another_option","short_blocks_store_product_selection":false,"filtered_count":1,"is_explicit_product":false,"price_follow_up_active":false,"is_image_followup_context":false},"timestamp":1777068479030}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H3_selection_branch_null_product","location":"WhatsAppBotContextForAiService.php:selection_post_branch","message":"selection_branch_result","data":{"conversation_id":626,"message":"How much is that with a butterfly and name Alani?","selection_branch":"carousel_next","follow_up_intent_effective":"another_option","follow_up_intent_for_select_best":"another_option","is_another_option":true,"show_same_product_again":false,"short_blocks_store_product_selection":false,"filtered_count":1,"selected_product_id":11,"selected_has_media":true},"timestamp":1777068479030}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":626,"is_image_followup_context":false,"store_categories_filter_count":1,"filtered_count":1,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":true},"timestamp":1777068479035}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":626,"message":"How much is that with a butterfly and name Alani?","action":"contact","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":true,"follow_up_intent_before_final_decision":"another_option","classifier_follow_up_intent":"another_option"},"timestamp":1777068479036}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":12,"message":"How much","is_image_followup_context":true,"is_short_or_ambiguous_message":true,"follow_up_intent_from_memory":null,"follow_up_intent_after_classifier":"another_option","classifier_follow_up_intent":"another_option","categories_from_message_count":1,"message_specifies_store_product_details":false},"timestamp":1777068491005}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H2_routing_to_score_path","location":"WhatsAppBotContextForAiService.php:routing_decision","message":"routing_decision_state","data":{"conversation_id":12,"message":"How much","classifier_follow_up_intent":"another_option","effective_follow_up_intent":"another_option","follow_up_intent_for_select_best":"another_option","short_blocks_store_product_selection":false,"filtered_count":1,"is_explicit_product":false,"price_follow_up_active":false,"is_image_followup_context":true},"timestamp":1777068491046}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H3_selection_branch_null_product","location":"WhatsAppBotContextForAiService.php:selection_post_branch","message":"selection_branch_result","data":{"conversation_id":12,"message":"How much","selection_branch":"carousel_next","follow_up_intent_effective":"another_option","follow_up_intent_for_select_best":"another_option","is_another_option":true,"show_same_product_again":false,"short_blocks_store_product_selection":false,"filtered_count":1,"selected_product_id":11,"selected_has_media":true},"timestamp":1777068491047}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":12,"is_image_followup_context":true,"store_categories_filter_count":1,"filtered_count":1,"store_product_for_media_present":true,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777068491048}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":12,"message":"How much","action":"show_product_next","has_store_product_for_media":true,"store_product_for_media_id":11,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"another_option","classifier_follow_up_intent":"another_option"},"timestamp":1777068491049}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":12,"message":"I’m looking for just 1 letter Like this","is_image_followup_context":true,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":null,"follow_up_intent_after_classifier":"another_option","classifier_follow_up_intent":"another_option","categories_from_message_count":1,"message_specifies_store_product_details":false},"timestamp":1777068536853}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H2_routing_to_score_path","location":"WhatsAppBotContextForAiService.php:routing_decision","message":"routing_decision_state","data":{"conversation_id":12,"message":"I’m looking for just 1 letter Like this","classifier_follow_up_intent":"another_option","effective_follow_up_intent":"another_option","follow_up_intent_for_select_best":"another_option","short_blocks_store_product_selection":false,"filtered_count":1,"is_explicit_product":false,"price_follow_up_active":false,"is_image_followup_context":true},"timestamp":1777068536869}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H3_selection_branch_null_product","location":"WhatsAppBotContextForAiService.php:selection_post_branch","message":"selection_branch_result","data":{"conversation_id":12,"message":"I’m looking for just 1 letter Like this","selection_branch":"carousel_exhausted","follow_up_intent_effective":"another_option","follow_up_intent_for_select_best":"another_option","is_another_option":true,"show_same_product_again":false,"short_blocks_store_product_selection":false,"filtered_count":1,"selected_product_id":null,"selected_has_media":false},"timestamp":1777068536870}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":12,"is_image_followup_context":true,"store_categories_filter_count":1,"filtered_count":1,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777068536871}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":12,"message":"I’m looking for just 1 letter Like this","action":"ask_clarification","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"another_option","classifier_follow_up_intent":"another_option"},"timestamp":1777068536871}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":12,"message":"Ok how much something like this","is_image_followup_context":false,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":null,"follow_up_intent_after_classifier":"another_option","classifier_follow_up_intent":"another_option","categories_from_message_count":0,"message_specifies_store_product_details":false},"timestamp":1777068577186}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":12,"is_image_followup_context":false,"store_categories_filter_count":0,"filtered_count":0,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777068577220}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":12,"message":"Ok how much something like this","action":"ask_clarification","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"another_option","classifier_follow_up_intent":"another_option"},"timestamp":1777068577221}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":12,"message":"Thanks","is_image_followup_context":false,"is_short_or_ambiguous_message":true,"follow_up_intent_from_memory":null,"follow_up_intent_after_classifier":"other","classifier_follow_up_intent":"other","categories_from_message_count":0,"message_specifies_store_product_details":false},"timestamp":1777068597119}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":12,"is_image_followup_context":false,"store_categories_filter_count":0,"filtered_count":0,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777068597143}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":12,"message":"Thanks","action":"ask_clarification","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"other","classifier_follow_up_intent":"other"},"timestamp":1777068597143}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":12,"message":"how much","is_image_followup_context":true,"is_short_or_ambiguous_message":true,"follow_up_intent_from_memory":null,"follow_up_intent_after_classifier":"another_option","classifier_follow_up_intent":"another_option","categories_from_message_count":1,"message_specifies_store_product_details":false},"timestamp":1777068735889}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H2_routing_to_score_path","location":"WhatsAppBotContextForAiService.php:routing_decision","message":"routing_decision_state","data":{"conversation_id":12,"message":"how much","classifier_follow_up_intent":"another_option","effective_follow_up_intent":"another_option","follow_up_intent_for_select_best":"another_option","short_blocks_store_product_selection":false,"filtered_count":1,"is_explicit_product":false,"price_follow_up_active":false,"is_image_followup_context":true},"timestamp":1777068735910}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H3_selection_branch_null_product","location":"WhatsAppBotContextForAiService.php:selection_post_branch","message":"selection_branch_result","data":{"conversation_id":12,"message":"how much","selection_branch":"carousel_next","follow_up_intent_effective":"another_option","follow_up_intent_for_select_best":"another_option","is_another_option":true,"show_same_product_again":false,"short_blocks_store_product_selection":false,"filtered_count":1,"selected_product_id":11,"selected_has_media":true},"timestamp":1777068735911}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":12,"is_image_followup_context":true,"store_categories_filter_count":1,"filtered_count":1,"store_product_for_media_present":true,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777068735913}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":12,"message":"how much","action":"show_product_next","has_store_product_for_media":true,"store_product_for_media_id":11,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"another_option","classifier_follow_up_intent":"another_option"},"timestamp":1777068735914}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":12,"message":"how much is that with butterly and name Alani?","is_image_followup_context":true,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":null,"follow_up_intent_after_classifier":"another_option","classifier_follow_up_intent":"another_option","categories_from_message_count":1,"message_specifies_store_product_details":false},"timestamp":1777068848191}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H2_routing_to_score_path","location":"WhatsAppBotContextForAiService.php:routing_decision","message":"routing_decision_state","data":{"conversation_id":12,"message":"how much is that with butterly and name Alani?","classifier_follow_up_intent":"another_option","effective_follow_up_intent":"another_option","follow_up_intent_for_select_best":"another_option","short_blocks_store_product_selection":false,"filtered_count":1,"is_explicit_product":false,"price_follow_up_active":false,"is_image_followup_context":true},"timestamp":1777068848209}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H3_selection_branch_null_product","location":"WhatsAppBotContextForAiService.php:selection_post_branch","message":"selection_branch_result","data":{"conversation_id":12,"message":"how much is that with butterly and name Alani?","selection_branch":"carousel_next","follow_up_intent_effective":"another_option","follow_up_intent_for_select_best":"another_option","is_another_option":true,"show_same_product_again":false,"short_blocks_store_product_selection":false,"filtered_count":1,"selected_product_id":11,"selected_has_media":true},"timestamp":1777068848210}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":12,"is_image_followup_context":true,"store_categories_filter_count":1,"filtered_count":1,"store_product_for_media_present":true,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777068848214}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":12,"message":"how much is that with butterly and name Alani?","action":"show_product_next","has_store_product_for_media":true,"store_product_for_media_id":11,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"another_option","classifier_follow_up_intent":"another_option"},"timestamp":1777068848214}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":2,"message":"Heli","is_image_followup_context":false,"is_short_or_ambiguous_message":true,"follow_up_intent_from_memory":null,"follow_up_intent_after_classifier":"other","classifier_follow_up_intent":"other","categories_from_message_count":0,"message_specifies_store_product_details":false},"timestamp":1777072469262}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":2,"is_image_followup_context":false,"store_categories_filter_count":0,"filtered_count":0,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777072469317}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":2,"message":"Heli","action":"ask_clarification","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"other","classifier_follow_up_intent":"other"},"timestamp":1777072469319}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":2,"message":"I’m looking for rings","is_image_followup_context":false,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":"another_option","follow_up_intent_after_classifier":"another_option","classifier_follow_up_intent":"another_option","categories_from_message_count":0,"message_specifies_store_product_details":false},"timestamp":1777072517770}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":2,"is_image_followup_context":false,"store_categories_filter_count":0,"filtered_count":0,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777072517800}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":2,"message":"I’m looking for rings","action":"ask_clarification","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"another_option","classifier_follow_up_intent":"another_option"},"timestamp":1777072517800}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":2,"message":"Engagement rings","is_image_followup_context":false,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":null,"follow_up_intent_after_classifier":"another_option","classifier_follow_up_intent":"another_option","categories_from_message_count":0,"message_specifies_store_product_details":false},"timestamp":1777072540821}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":2,"is_image_followup_context":false,"store_categories_filter_count":0,"filtered_count":0,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777072540842}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":2,"message":"Engagement rings","action":"ask_clarification","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"another_option","classifier_follow_up_intent":"another_option"},"timestamp":1777072540842}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":2,"message":"And do you have earrings","is_image_followup_context":false,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":null,"follow_up_intent_after_classifier":"another_option","classifier_follow_up_intent":"another_option","categories_from_message_count":0,"message_specifies_store_product_details":false},"timestamp":1777072566109}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":2,"is_image_followup_context":false,"store_categories_filter_count":0,"filtered_count":0,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777072566151}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":2,"message":"And do you have earrings","action":"ask_clarification","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"another_option","classifier_follow_up_intent":"another_option"},"timestamp":1777072566153}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":2,"message":"And do you have custom rings","is_image_followup_context":false,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":null,"follow_up_intent_after_classifier":"another_option","classifier_follow_up_intent":"another_option","categories_from_message_count":1,"message_specifies_store_product_details":false},"timestamp":1777072617931}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H2_routing_to_score_path","location":"WhatsAppBotContextForAiService.php:routing_decision","message":"routing_decision_state","data":{"conversation_id":2,"message":"And do you have custom rings","classifier_follow_up_intent":"another_option","effective_follow_up_intent":"another_option","follow_up_intent_for_select_best":"another_option","short_blocks_store_product_selection":false,"filtered_count":1,"is_explicit_product":false,"price_follow_up_active":false,"is_image_followup_context":false},"timestamp":1777072617968}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H3_selection_branch_null_product","location":"WhatsAppBotContextForAiService.php:selection_post_branch","message":"selection_branch_result","data":{"conversation_id":2,"message":"And do you have custom rings","selection_branch":"carousel_next","follow_up_intent_effective":"another_option","follow_up_intent_for_select_best":"another_option","is_another_option":true,"show_same_product_again":false,"short_blocks_store_product_selection":false,"filtered_count":1,"selected_product_id":11,"selected_has_media":true},"timestamp":1777072617970}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":2,"is_image_followup_context":false,"store_categories_filter_count":1,"filtered_count":1,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":true},"timestamp":1777072617974}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":2,"message":"And do you have custom rings","action":"contact","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":true,"follow_up_intent_before_final_decision":"another_option","classifier_follow_up_intent":"another_option"},"timestamp":1777072617974}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":627,"message":"How much for something like this?","is_image_followup_context":false,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":"another_option","follow_up_intent_after_classifier":"another_option","classifier_follow_up_intent":"another_option","categories_from_message_count":0,"message_specifies_store_product_details":false},"timestamp":1777073812660}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":627,"is_image_followup_context":false,"store_categories_filter_count":0,"filtered_count":0,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777073812691}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":627,"message":"How much for something like this?","action":"ask_clarification","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"another_option","classifier_follow_up_intent":"another_option"},"timestamp":1777073812691}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":627,"message":"I want mine exactly like that, but I don’t want the big 4 diamonds at the end","is_image_followup_context":false,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":null,"follow_up_intent_after_classifier":"another_option","classifier_follow_up_intent":"another_option","categories_from_message_count":1,"message_specifies_store_product_details":false},"timestamp":1777073916317}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H2_routing_to_score_path","location":"WhatsAppBotContextForAiService.php:routing_decision","message":"routing_decision_state","data":{"conversation_id":627,"message":"I want mine exactly like that, but I don’t want the big 4 diamonds at the end","classifier_follow_up_intent":"another_option","effective_follow_up_intent":"another_option","follow_up_intent_for_select_best":"another_option","short_blocks_store_product_selection":false,"filtered_count":1,"is_explicit_product":false,"price_follow_up_active":false,"is_image_followup_context":false},"timestamp":1777073916366}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H3_selection_branch_null_product","location":"WhatsAppBotContextForAiService.php:selection_post_branch","message":"selection_branch_result","data":{"conversation_id":627,"message":"I want mine exactly like that, but I don’t want the big 4 diamonds at the end","selection_branch":"carousel_next","follow_up_intent_effective":"another_option","follow_up_intent_for_select_best":"another_option","is_another_option":true,"show_same_product_again":false,"short_blocks_store_product_selection":false,"filtered_count":1,"selected_product_id":11,"selected_has_media":true},"timestamp":1777073916368}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":627,"message":"I want mine exactly like that, but I don’t want the big 4 diamonds at the end","action":"contact","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":true,"follow_up_intent_before_final_decision":"another_option","classifier_follow_up_intent":"another_option"},"timestamp":1777073916376}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":627,"message":"8 on 8","is_image_followup_context":false,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":null,"follow_up_intent_after_classifier":"another_option","classifier_follow_up_intent":"another_option","categories_from_message_count":0,"message_specifies_store_product_details":false},"timestamp":1777073933648}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":627,"is_image_followup_context":false,"store_categories_filter_count":0,"filtered_count":0,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777073933676}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":627,"message":"8 on 8","action":"ask_clarification","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"another_option","classifier_follow_up_intent":"another_option"},"timestamp":1777073933677}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":627,"message":"Teeth","is_image_followup_context":false,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":null,"follow_up_intent_after_classifier":"another_option","classifier_follow_up_intent":"another_option","categories_from_message_count":1,"message_specifies_store_product_details":false},"timestamp":1777074025321}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H2_routing_to_score_path","location":"WhatsAppBotContextForAiService.php:routing_decision","message":"routing_decision_state","data":{"conversation_id":627,"message":"Teeth","classifier_follow_up_intent":"another_option","effective_follow_up_intent":"another_option","follow_up_intent_for_select_best":"another_option","short_blocks_store_product_selection":false,"filtered_count":2,"is_explicit_product":false,"price_follow_up_active":false,"is_image_followup_context":false},"timestamp":1777074025360}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H3_selection_branch_null_product","location":"WhatsAppBotContextForAiService.php:selection_post_branch","message":"selection_branch_result","data":{"conversation_id":627,"message":"Teeth","selection_branch":"score_primary","follow_up_intent_effective":"another_option","follow_up_intent_for_select_best":"another_option","is_another_option":false,"show_same_product_again":false,"short_blocks_store_product_selection":false,"filtered_count":2,"selected_product_id":null,"selected_has_media":false},"timestamp":1777074025363}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":627,"is_image_followup_context":false,"store_categories_filter_count":1,"filtered_count":2,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777074025364}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":627,"message":"Teeth","action":"disambiguate","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":2,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"another_option","classifier_follow_up_intent":"another_option"},"timestamp":1777074025365}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":627,"message":"Natural","is_image_followup_context":false,"is_short_or_ambiguous_message":true,"follow_up_intent_from_memory":null,"follow_up_intent_after_classifier":"another_option","classifier_follow_up_intent":"another_option","categories_from_message_count":1,"message_specifies_store_product_details":false},"timestamp":1777074072725}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H2_routing_to_score_path","location":"WhatsAppBotContextForAiService.php:routing_decision","message":"routing_decision_state","data":{"conversation_id":627,"message":"Natural","classifier_follow_up_intent":"another_option","effective_follow_up_intent":"another_option","follow_up_intent_for_select_best":"another_option","short_blocks_store_product_selection":false,"filtered_count":2,"is_explicit_product":false,"price_follow_up_active":false,"is_image_followup_context":false},"timestamp":1777074072768}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H3_selection_branch_null_product","location":"WhatsAppBotContextForAiService.php:selection_post_branch","message":"selection_branch_result","data":{"conversation_id":627,"message":"Natural","selection_branch":"carousel_next","follow_up_intent_effective":"another_option","follow_up_intent_for_select_best":"another_option","is_another_option":true,"show_same_product_again":false,"short_blocks_store_product_selection":false,"filtered_count":2,"selected_product_id":4,"selected_has_media":true},"timestamp":1777074072770}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":627,"is_image_followup_context":false,"store_categories_filter_count":1,"filtered_count":2,"store_product_for_media_present":true,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777074072775}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":627,"message":"Natural","action":"show_product_next","has_store_product_for_media":true,"store_product_for_media_id":4,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"another_option","classifier_follow_up_intent":"another_option"},"timestamp":1777074072775}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":627,"message":"Yes, product","is_image_followup_context":false,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":null,"follow_up_intent_after_classifier":"media","classifier_follow_up_intent":"media","categories_from_message_count":1,"message_specifies_store_product_details":true},"timestamp":1777074167919}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H2_routing_to_score_path","location":"WhatsAppBotContextForAiService.php:routing_decision","message":"routing_decision_state","data":{"conversation_id":627,"message":"Yes, product","classifier_follow_up_intent":"media","effective_follow_up_intent":"media","follow_up_intent_for_select_best":"media","short_blocks_store_product_selection":false,"filtered_count":2,"is_explicit_product":true,"price_follow_up_active":false,"is_image_followup_context":false},"timestamp":1777074167951}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H3_selection_branch_null_product","location":"WhatsAppBotContextForAiService.php:selection_post_branch","message":"selection_branch_result","data":{"conversation_id":627,"message":"Yes, product","selection_branch":"score_primary","follow_up_intent_effective":"media","follow_up_intent_for_select_best":"media","is_another_option":false,"show_same_product_again":false,"short_blocks_store_product_selection":false,"filtered_count":2,"selected_product_id":null,"selected_has_media":false},"timestamp":1777074167954}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":627,"is_image_followup_context":false,"store_categories_filter_count":1,"filtered_count":2,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777074167960}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":627,"message":"Yes, product","action":"disambiguate","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":2,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"media","classifier_follow_up_intent":"media"},"timestamp":1777074167960}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":627,"message":"6 on 6","is_image_followup_context":false,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":null,"follow_up_intent_after_classifier":"another_option","classifier_follow_up_intent":"another_option","categories_from_message_count":0,"message_specifies_store_product_details":false},"timestamp":1777074209458}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":627,"is_image_followup_context":false,"store_categories_filter_count":0,"filtered_count":0,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777074209482}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":627,"message":"6 on 6","action":"ask_clarification","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"another_option","classifier_follow_up_intent":"another_option"},"timestamp":1777074209483}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":627,"message":"Just show me what y’all got","is_image_followup_context":false,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":"another_option","follow_up_intent_after_classifier":"another_option","classifier_follow_up_intent":"another_option","categories_from_message_count":0,"message_specifies_store_product_details":false},"timestamp":1777074233712}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":627,"is_image_followup_context":false,"store_categories_filter_count":0,"filtered_count":0,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777074233744}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":627,"message":"Just show me what y’all got","action":"ask_clarification","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"another_option","classifier_follow_up_intent":"another_option"},"timestamp":1777074233745}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":628,"message":"How much for something like this","is_image_followup_context":false,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":"another_option","follow_up_intent_after_classifier":"another_option","classifier_follow_up_intent":"another_option","categories_from_message_count":0,"message_specifies_store_product_details":false},"timestamp":1777083394046}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":628,"is_image_followup_context":false,"store_categories_filter_count":0,"filtered_count":0,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777083394065}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":628,"message":"How much for something like this","action":"ask_clarification","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"another_option","classifier_follow_up_intent":"another_option"},"timestamp":1777083394065}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":628,"message":"Something like that same sizs","is_image_followup_context":false,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":"another_option","follow_up_intent_after_classifier":"another_option","classifier_follow_up_intent":"another_option","categories_from_message_count":0,"message_specifies_store_product_details":false},"timestamp":1777083426957}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":628,"is_image_followup_context":false,"store_categories_filter_count":0,"filtered_count":0,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777083426995}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":628,"message":"Something like that same sizs","action":"ask_clarification","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"another_option","classifier_follow_up_intent":"another_option"},"timestamp":1777083426995}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":628,"message":"I’m trying to see the price range","is_image_followup_context":false,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":"another_option","follow_up_intent_after_classifier":null,"classifier_follow_up_intent":null,"categories_from_message_count":0,"message_specifies_store_product_details":false},"timestamp":1777083436603}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":628,"is_image_followup_context":false,"store_categories_filter_count":0,"filtered_count":0,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777083436638}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":628,"message":"I’m trying to see the price range","action":"ask_clarification","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":null,"classifier_follow_up_intent":null},"timestamp":1777083436638}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":629,"message":"What size is this ?","is_image_followup_context":false,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":"other","follow_up_intent_after_classifier":"other","classifier_follow_up_intent":"other","categories_from_message_count":0,"message_specifies_store_product_details":false},"timestamp":1777088074464}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":629,"is_image_followup_context":false,"store_categories_filter_count":0,"filtered_count":0,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777088074504}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":629,"message":"What size is this ?","action":"ask_clarification","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"other","classifier_follow_up_intent":"other"},"timestamp":1777088074504}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":629,"message":"How much for a 2.5 inch pendant","is_image_followup_context":false,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":"another_option","follow_up_intent_after_classifier":"another_option","classifier_follow_up_intent":"another_option","categories_from_message_count":0,"message_specifies_store_product_details":false},"timestamp":1777088118410}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":629,"is_image_followup_context":false,"store_categories_filter_count":0,"filtered_count":0,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777088118469}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":629,"message":"How much for a 2.5 inch pendant","action":"ask_clarification","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"another_option","classifier_follow_up_intent":"another_option"},"timestamp":1777088118469}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":36,"message":"Repost Comment Fwm🤞🏽🖤","is_image_followup_context":false,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":"other","follow_up_intent_after_classifier":"other","classifier_follow_up_intent":"other","categories_from_message_count":0,"message_specifies_store_product_details":false},"timestamp":1777090720358}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":36,"is_image_followup_context":false,"store_categories_filter_count":0,"filtered_count":0,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777090720399}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":36,"message":"Repost Comment Fwm🤞🏽🖤","action":"ask_clarification","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"other","classifier_follow_up_intent":"other"},"timestamp":1777090720400}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":630,"message":"How much for a piece like this","is_image_followup_context":false,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":null,"follow_up_intent_after_classifier":"another_option","classifier_follow_up_intent":"another_option","categories_from_message_count":1,"message_specifies_store_product_details":false},"timestamp":1777092336925}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H2_routing_to_score_path","location":"WhatsAppBotContextForAiService.php:routing_decision","message":"routing_decision_state","data":{"conversation_id":630,"message":"How much for a piece like this","classifier_follow_up_intent":"another_option","effective_follow_up_intent":"another_option","follow_up_intent_for_select_best":"another_option","short_blocks_store_product_selection":false,"filtered_count":1,"is_explicit_product":false,"price_follow_up_active":false,"is_image_followup_context":false},"timestamp":1777092336956}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H3_selection_branch_null_product","location":"WhatsAppBotContextForAiService.php:selection_post_branch","message":"selection_branch_result","data":{"conversation_id":630,"message":"How much for a piece like this","selection_branch":"carousel_next","follow_up_intent_effective":"another_option","follow_up_intent_for_select_best":"another_option","is_another_option":true,"show_same_product_again":false,"short_blocks_store_product_selection":false,"filtered_count":1,"selected_product_id":11,"selected_has_media":true},"timestamp":1777092336958}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":630,"is_image_followup_context":false,"store_categories_filter_count":1,"filtered_count":1,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":true},"timestamp":1777092336963}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":630,"message":"How much for a piece like this","action":"contact","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":true,"follow_up_intent_before_final_decision":"another_option","classifier_follow_up_intent":"another_option"},"timestamp":1777092336963}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":12,"message":"https://scontent-mia3-3.cdninstagram.com/v/t51.82787-15/560386546_18293069869280136_485070573489385103_n.jpg?stp=dst-jpg_e35_tt6&_nc_cat=109...","is_image_followup_context":false,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":null,"follow_up_intent_after_classifier":"another_option","classifier_follow_up_intent":"another_option","categories_from_message_count":0,"message_specifies_store_product_details":false},"timestamp":1777217105659}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":12,"is_image_followup_context":false,"store_categories_filter_count":0,"filtered_count":0,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777217105695}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":12,"message":"https://scontent-mia3-3.cdninstagram.com/v/t51.82787-15/560386546_18293069869280136_485070573489385103_n.jpg?stp=dst-jpg_e35_tt6&_nc_cat=109...","action":"ask_clarification","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"another_option","classifier_follow_up_intent":"another_option"},"timestamp":1777217105698}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":12,"message":"how much","is_image_followup_context":false,"is_short_or_ambiguous_message":true,"follow_up_intent_from_memory":null,"follow_up_intent_after_classifier":"another_option","classifier_follow_up_intent":"another_option","categories_from_message_count":0,"message_specifies_store_product_details":false},"timestamp":1777217131425}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":12,"is_image_followup_context":false,"store_categories_filter_count":0,"filtered_count":0,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777217131460}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":12,"message":"how much","action":"ask_clarification","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"another_option","classifier_follow_up_intent":"another_option"},"timestamp":1777217131460}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":12,"message":"https://www.instagram.com/p/DPc2yhxjoO6/?utm_source=ig_web_copy_link&igsh=MzRlODBiNWFlZA==","is_image_followup_context":false,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":null,"follow_up_intent_after_classifier":"other","classifier_follow_up_intent":"other","categories_from_message_count":0,"message_specifies_store_product_details":false},"timestamp":1777217231593}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":12,"is_image_followup_context":false,"store_categories_filter_count":0,"filtered_count":0,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777217231611}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":12,"message":"https://www.instagram.com/p/DPc2yhxjoO6/?utm_source=ig_web_copy_link&igsh=MzRlODBiNWFlZA==","action":"ask_clarification","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"other","classifier_follow_up_intent":"other"},"timestamp":1777217231611}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":114,"message":"How much first one","is_image_followup_context":false,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":"another_option","follow_up_intent_after_classifier":"another_option","classifier_follow_up_intent":"another_option","categories_from_message_count":0,"message_specifies_store_product_details":false},"timestamp":1777218013621}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":114,"is_image_followup_context":false,"store_categories_filter_count":0,"filtered_count":0,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777218013651}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":114,"message":"How much first one","action":"ask_clarification","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"another_option","classifier_follow_up_intent":"another_option"},"timestamp":1777218013651}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":665,"message":"Papers?","is_image_followup_context":false,"is_short_or_ambiguous_message":true,"follow_up_intent_from_memory":"another_option","follow_up_intent_after_classifier":"another_option","classifier_follow_up_intent":"another_option","categories_from_message_count":0,"message_specifies_store_product_details":false},"timestamp":1777219095118}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":665,"is_image_followup_context":false,"store_categories_filter_count":0,"filtered_count":0,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777219095134}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":665,"message":"Papers?","action":"ask_clarification","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"another_option","classifier_follow_up_intent":"another_option"},"timestamp":1777219095134}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":309,"message":"Yo I’m on way probably like 2 hours away","is_image_followup_context":false,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":"other","follow_up_intent_after_classifier":"other","classifier_follow_up_intent":"other","categories_from_message_count":0,"message_specifies_store_product_details":false},"timestamp":1777219644589}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":309,"is_image_followup_context":false,"store_categories_filter_count":0,"filtered_count":0,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777219644606}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":309,"message":"Yo I’m on way probably like 2 hours away","action":"ask_clarification","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"other","classifier_follow_up_intent":"other"},"timestamp":1777219644606}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":309,"message":"How much for 8 on 8 honeycomb set","is_image_followup_context":false,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":"another_option","follow_up_intent_after_classifier":"another_option","classifier_follow_up_intent":"another_option","categories_from_message_count":0,"message_specifies_store_product_details":false},"timestamp":1777219659471}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":309,"is_image_followup_context":false,"store_categories_filter_count":0,"filtered_count":0,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777219659527}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":309,"message":"How much for 8 on 8 honeycomb set","action":"ask_clarification","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"another_option","classifier_follow_up_intent":"another_option"},"timestamp":1777219659527}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":666,"message":"I want something like this","is_image_followup_context":false,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":"another_option","follow_up_intent_after_classifier":"another_option","classifier_follow_up_intent":"another_option","categories_from_message_count":0,"message_specifies_store_product_details":false},"timestamp":1777220591591}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":666,"is_image_followup_context":false,"store_categories_filter_count":0,"filtered_count":0,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777220591613}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":666,"message":"I want something like this","action":"ask_clarification","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"another_option","classifier_follow_up_intent":"another_option"},"timestamp":1777220591613}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":667,"message":"Hm the 1st one","is_image_followup_context":false,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":"another_option","follow_up_intent_after_classifier":"another_option","classifier_follow_up_intent":"another_option","categories_from_message_count":0,"message_specifies_store_product_details":false},"timestamp":1777220920858}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":667,"is_image_followup_context":false,"store_categories_filter_count":0,"filtered_count":0,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777220920899}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":667,"message":"Hm the 1st one","action":"ask_clarification","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"another_option","classifier_follow_up_intent":"another_option"},"timestamp":1777220920900}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":667,"message":"Small","is_image_followup_context":false,"is_short_or_ambiguous_message":true,"follow_up_intent_from_memory":"another_option","follow_up_intent_after_classifier":"another_option","classifier_follow_up_intent":"another_option","categories_from_message_count":0,"message_specifies_store_product_details":false},"timestamp":1777220930363}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":667,"is_image_followup_context":false,"store_categories_filter_count":0,"filtered_count":0,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777220930392}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":667,"message":"Small","action":"ask_clarification","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"another_option","classifier_follow_up_intent":"another_option"},"timestamp":1777220930392}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":668,"message":"clarity?","is_image_followup_context":false,"is_short_or_ambiguous_message":true,"follow_up_intent_from_memory":"another_option","follow_up_intent_after_classifier":"another_option","classifier_follow_up_intent":"another_option","categories_from_message_count":0,"message_specifies_store_product_details":false},"timestamp":1777223938420}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":668,"is_image_followup_context":false,"store_categories_filter_count":0,"filtered_count":0,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777223938444}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":668,"message":"clarity?","action":"ask_clarification","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"another_option","classifier_follow_up_intent":"another_option"},"timestamp":1777223938445}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":12,"message":"https://avijewels.com/collections/valentine/products/14k-marquise-cut-petite-micropave-diamond-engagement-ring-1-76-ct","is_image_followup_context":false,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":null,"follow_up_intent_after_classifier":"another_option","classifier_follow_up_intent":"another_option","categories_from_message_count":1,"message_specifies_store_product_details":true},"timestamp":1777224535921}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H2_routing_to_score_path","location":"WhatsAppBotContextForAiService.php:routing_decision","message":"routing_decision_state","data":{"conversation_id":12,"message":"https://avijewels.com/collections/valentine/products/14k-marquise-cut-petite-micropave-diamond-engagement-ring-1-76-ct","classifier_follow_up_intent":"another_option","effective_follow_up_intent":"media","follow_up_intent_for_select_best":"another_option","short_blocks_store_product_selection":false,"filtered_count":1,"is_explicit_product":true,"price_follow_up_active":false,"is_image_followup_context":false},"timestamp":1777224535967}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H3_selection_branch_null_product","location":"WhatsAppBotContextForAiService.php:selection_post_branch","message":"selection_branch_result","data":{"conversation_id":12,"message":"https://avijewels.com/collections/valentine/products/14k-marquise-cut-petite-micropave-diamond-engagement-ring-1-76-ct","selection_branch":"score_primary","follow_up_intent_effective":"media","follow_up_intent_for_select_best":"another_option","is_another_option":false,"show_same_product_again":false,"short_blocks_store_product_selection":false,"filtered_count":1,"selected_product_id":null,"selected_has_media":false},"timestamp":1777224535977}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":12,"is_image_followup_context":false,"store_categories_filter_count":1,"filtered_count":1,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777224535982}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":12,"message":"https://avijewels.com/collections/valentine/products/14k-marquise-cut-petite-micropave-diamond-engagement-ring-1-76-ct","action":"ask_clarification","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"media","classifier_follow_up_intent":"another_option"},"timestamp":1777224535983}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":12,"message":"is the best deal","is_image_followup_context":false,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":null,"follow_up_intent_after_classifier":null,"classifier_follow_up_intent":null,"categories_from_message_count":0,"message_specifies_store_product_details":false},"timestamp":1777224574843}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":12,"is_image_followup_context":false,"store_categories_filter_count":0,"filtered_count":0,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777224574873}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":12,"message":"is the best deal","action":"ask_clarification","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":null,"classifier_follow_up_intent":null},"timestamp":1777224574874}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":12,"message":"https://www.instagram.com/p/DPc2yhxjoO6/","is_image_followup_context":false,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":null,"follow_up_intent_after_classifier":"other","classifier_follow_up_intent":"other","categories_from_message_count":0,"message_specifies_store_product_details":false},"timestamp":1777224684011}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":12,"is_image_followup_context":false,"store_categories_filter_count":0,"filtered_count":0,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777224684048}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":12,"message":"https://www.instagram.com/p/DPc2yhxjoO6/","action":"ask_clarification","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"other","classifier_follow_up_intent":"other"},"timestamp":1777224684049}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":12,"message":"https://www.instagram.com/p/DPc2yhxjoO6/","is_image_followup_context":false,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":"other","follow_up_intent_after_classifier":"other","classifier_follow_up_intent":"other","categories_from_message_count":0,"message_specifies_store_product_details":false},"timestamp":1777225685408}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":12,"is_image_followup_context":false,"store_categories_filter_count":0,"filtered_count":0,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777225685454}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":12,"message":"https://www.instagram.com/p/DPc2yhxjoO6/","action":"ask_clarification","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"other","classifier_follow_up_intent":"other"},"timestamp":1777225685454}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":12,"message":"https://www.instagram.com/p/DPc2yhxjoO6/","is_image_followup_context":false,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":"other","follow_up_intent_after_classifier":"other","classifier_follow_up_intent":"other","categories_from_message_count":0,"message_specifies_store_product_details":false},"timestamp":1777226193604}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":12,"is_image_followup_context":false,"store_categories_filter_count":0,"filtered_count":0,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777226193626}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":12,"message":"https://www.instagram.com/p/DPc2yhxjoO6/","action":"ask_clarification","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"other","classifier_follow_up_intent":"other"},"timestamp":1777226193626}
{"sessionId":"516c8b","hypothesisId":"H_resolver_fuzzy_match_on_social_url","location":"WhatsAppBotContextForAiService::build","message":"standalone_social_url_shopify_keep_gate","data":{"resolver_handle_before_keep_gate":"heart-diamonds","keep_shopify_collection_media_for_context":false,"final_shopify_collection_handle":null},"timestamp":1777226193808}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":12,"message":"yes i saw it in instagram","is_image_followup_context":false,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":"other","follow_up_intent_after_classifier":"other","classifier_follow_up_intent":"other","categories_from_message_count":0,"message_specifies_store_product_details":false},"timestamp":1777226243359}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":12,"is_image_followup_context":false,"store_categories_filter_count":0,"filtered_count":0,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777226243388}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":12,"message":"yes i saw it in instagram","action":"ask_clarification","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"other","classifier_follow_up_intent":"other"},"timestamp":1777226243389}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":12,"message":"https://www.instagram.com/p/DPc2yhxjoO6/","is_image_followup_context":false,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":"other","follow_up_intent_after_classifier":"other","classifier_follow_up_intent":"other","categories_from_message_count":0,"message_specifies_store_product_details":false},"timestamp":1777226843993}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":12,"is_image_followup_context":false,"store_categories_filter_count":0,"filtered_count":0,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777226844020}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":12,"message":"https://www.instagram.com/p/DPc2yhxjoO6/","action":"ask_clarification","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"other","classifier_follow_up_intent":"other"},"timestamp":1777226844020}
{"sessionId":"516c8b","hypothesisId":"H_social_thread_shopify_suppress","location":"WhatsAppBotContextForAiService::build","message":"social_link_thread_shopify_keep_gate","data":{"standalone_url_only":true,"transcript_had_social_url":true,"resolver_handle_before_keep_gate":"heart-diamonds","keep_shopify_collection_media_for_context":false,"final_shopify_collection_handle":null},"timestamp":1777226844204}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":12,"message":"i saw it in instagram","is_image_followup_context":false,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":"other","follow_up_intent_after_classifier":"other","classifier_follow_up_intent":"other","categories_from_message_count":0,"message_specifies_store_product_details":false},"timestamp":1777226859245}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":12,"is_image_followup_context":false,"store_categories_filter_count":0,"filtered_count":0,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777226859266}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":12,"message":"i saw it in instagram","action":"ask_clarification","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"other","classifier_follow_up_intent":"other"},"timestamp":1777226859266}
{"sessionId":"516c8b","hypothesisId":"H_social_thread_shopify_suppress","location":"WhatsAppBotContextForAiService::build","message":"social_link_thread_shopify_keep_gate","data":{"standalone_url_only":false,"transcript_had_social_url":true,"resolver_handle_before_keep_gate":"eternity-band","keep_shopify_collection_media_for_context":false,"final_shopify_collection_handle":null},"timestamp":1777226859432}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":12,"message":"ho wmuch","is_image_followup_context":false,"is_short_or_ambiguous_message":true,"follow_up_intent_from_memory":null,"follow_up_intent_after_classifier":"another_option","classifier_follow_up_intent":"another_option","categories_from_message_count":0,"message_specifies_store_product_details":false},"timestamp":1777226901476}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":12,"is_image_followup_context":false,"store_categories_filter_count":0,"filtered_count":0,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777226901512}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":12,"message":"ho wmuch","action":"ask_clarification","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"another_option","classifier_follow_up_intent":"another_option"},"timestamp":1777226901515}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":669,"message":"What’s the mm?","is_image_followup_context":false,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":"media","follow_up_intent_after_classifier":"media","classifier_follow_up_intent":"media","categories_from_message_count":0,"message_specifies_store_product_details":false},"timestamp":1777228217370}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":669,"is_image_followup_context":false,"store_categories_filter_count":0,"filtered_count":0,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777228217407}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":669,"message":"What’s the mm?","action":"ask_clarification","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"media","classifier_follow_up_intent":"media"},"timestamp":1777228217408}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":670,"message":"Price ?","is_image_followup_context":false,"is_short_or_ambiguous_message":true,"follow_up_intent_from_memory":"another_option","follow_up_intent_after_classifier":null,"classifier_follow_up_intent":null,"categories_from_message_count":0,"message_specifies_store_product_details":false},"timestamp":1777228269657}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":670,"is_image_followup_context":false,"store_categories_filter_count":0,"filtered_count":0,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777228269684}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":670,"message":"Price ?","action":"ask_clarification","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":null,"classifier_follow_up_intent":null},"timestamp":1777228269684}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":12,"message":"https://www.instagram.com/p/DPc2yhxjoO6/","is_image_followup_context":false,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":"other","follow_up_intent_after_classifier":"other","classifier_follow_up_intent":"other","categories_from_message_count":0,"message_specifies_store_product_details":false},"timestamp":1777229284673}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":12,"is_image_followup_context":false,"store_categories_filter_count":0,"filtered_count":0,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777229284705}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":12,"message":"https://www.instagram.com/p/DPc2yhxjoO6/","action":"ask_clarification","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"other","classifier_follow_up_intent":"other"},"timestamp":1777229284705}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":12,"message":"https://www.instagram.com/p/DPc2yhxjoO6/","is_image_followup_context":false,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":"other","follow_up_intent_after_classifier":"other","classifier_follow_up_intent":"other","categories_from_message_count":0,"message_specifies_store_product_details":false},"timestamp":1777229345578}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":12,"is_image_followup_context":false,"store_categories_filter_count":0,"filtered_count":0,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777229345604}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":12,"message":"https://www.instagram.com/p/DPc2yhxjoO6/","action":"ask_clarification","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"other","classifier_follow_up_intent":"other"},"timestamp":1777229345604}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":671,"message":"ii sent $1070 the screenshot is in our texts","is_image_followup_context":false,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":"another_option","follow_up_intent_after_classifier":"another_option","classifier_follow_up_intent":"another_option","categories_from_message_count":0,"message_specifies_store_product_details":false},"timestamp":1777229600511}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":671,"is_image_followup_context":false,"store_categories_filter_count":0,"filtered_count":0,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777229600552}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":671,"message":"ii sent $1070 the screenshot is in our texts","action":"ask_clarification","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"another_option","classifier_follow_up_intent":"another_option"},"timestamp":1777229600552}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":673,"message":"How much Avi?","is_image_followup_context":false,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":"another_option","follow_up_intent_after_classifier":"another_option","classifier_follow_up_intent":"another_option","categories_from_message_count":0,"message_specifies_store_product_details":false},"timestamp":1777229817867}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":673,"is_image_followup_context":false,"store_categories_filter_count":0,"filtered_count":0,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777229817893}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":673,"message":"How much Avi?","action":"ask_clarification","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"another_option","classifier_follow_up_intent":"another_option"},"timestamp":1777229817894}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":674,"message":"Lab? How much?","is_image_followup_context":false,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":"another_option","follow_up_intent_after_classifier":"another_option","classifier_follow_up_intent":"another_option","categories_from_message_count":0,"message_specifies_store_product_details":false},"timestamp":1777231180072}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":674,"is_image_followup_context":false,"store_categories_filter_count":0,"filtered_count":0,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777231180105}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":674,"message":"Lab? How much?","action":"ask_clarification","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"another_option","classifier_follow_up_intent":"another_option"},"timestamp":1777231180105}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":675,"message":"What’s the prices on medium size natural diamond ring","is_image_followup_context":false,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":"another_option","follow_up_intent_after_classifier":"another_option","classifier_follow_up_intent":"another_option","categories_from_message_count":0,"message_specifies_store_product_details":false},"timestamp":1777232553482}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":675,"is_image_followup_context":false,"store_categories_filter_count":0,"filtered_count":0,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777232553511}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":675,"message":"What’s the prices on medium size natural diamond ring","action":"ask_clarification","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"another_option","classifier_follow_up_intent":"another_option"},"timestamp":1777232553511}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":670,"message":"Prices ,?","is_image_followup_context":false,"is_short_or_ambiguous_message":true,"follow_up_intent_from_memory":"another_option","follow_up_intent_after_classifier":"another_option","classifier_follow_up_intent":"another_option","categories_from_message_count":0,"message_specifies_store_product_details":false},"timestamp":1777232679008}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":670,"is_image_followup_context":false,"store_categories_filter_count":0,"filtered_count":0,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777232679037}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":670,"message":"Prices ,?","action":"ask_clarification","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"another_option","classifier_follow_up_intent":"another_option"},"timestamp":1777232679037}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":676,"message":"You guys have any pendants where you can put the picture of a loved one","is_image_followup_context":false,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":"another_option","follow_up_intent_after_classifier":"another_option","classifier_follow_up_intent":"another_option","categories_from_message_count":0,"message_specifies_store_product_details":false},"timestamp":1777232841019}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":676,"is_image_followup_context":false,"store_categories_filter_count":0,"filtered_count":0,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777232841044}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":676,"message":"You guys have any pendants where you can put the picture of a loved one","action":"ask_clarification","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"another_option","classifier_follow_up_intent":"another_option"},"timestamp":1777232841044}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":677,"message":"can you get me a price for this ring i want, i had chat GPT make me something of what i wanted.","is_image_followup_context":false,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":null,"follow_up_intent_after_classifier":null,"classifier_follow_up_intent":null,"categories_from_message_count":1,"message_specifies_store_product_details":false},"timestamp":1777233205054}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H2_routing_to_score_path","location":"WhatsAppBotContextForAiService.php:routing_decision","message":"routing_decision_state","data":{"conversation_id":677,"message":"can you get me a price for this ring i want, i had chat GPT make me something of what i wanted.","classifier_follow_up_intent":null,"effective_follow_up_intent":null,"follow_up_intent_for_select_best":null,"short_blocks_store_product_selection":false,"filtered_count":1,"is_explicit_product":false,"price_follow_up_active":false,"is_image_followup_context":false},"timestamp":1777233205084}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H3_selection_branch_null_product","location":"WhatsAppBotContextForAiService.php:selection_post_branch","message":"selection_branch_result","data":{"conversation_id":677,"message":"can you get me a price for this ring i want, i had chat GPT make me something of what i wanted.","selection_branch":"score_primary","follow_up_intent_effective":null,"follow_up_intent_for_select_best":null,"is_another_option":false,"show_same_product_again":false,"short_blocks_store_product_selection":false,"filtered_count":1,"selected_product_id":11,"selected_has_media":true},"timestamp":1777233205091}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":677,"is_image_followup_context":false,"store_categories_filter_count":1,"filtered_count":1,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":true},"timestamp":1777233205093}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":677,"message":"can you get me a price for this ring i want, i had chat GPT make me something of what i wanted.","action":"contact","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":true,"follow_up_intent_before_final_decision":null,"classifier_follow_up_intent":null},"timestamp":1777233205094}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":135,"message":"Ugh I’m coming!!! I got laid off 2 week ago  from my job so I had to put some things on hold. Please still do that deal for me 🙏🏽🙏🏽🙏🏽...","is_image_followup_context":false,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":"another_option","follow_up_intent_after_classifier":null,"classifier_follow_up_intent":null,"categories_from_message_count":0,"message_specifies_store_product_details":false},"timestamp":1777236091640}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":135,"is_image_followup_context":false,"store_categories_filter_count":0,"filtered_count":0,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777236091668}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":135,"message":"Ugh I’m coming!!! I got laid off 2 week ago  from my job so I had to put some things on hold. Please still do that deal for me 🙏🏽🙏🏽🙏🏽...","action":"ask_clarification","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":null,"classifier_follow_up_intent":null},"timestamp":1777236091668}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":678,"message":"What’s you guys website","is_image_followup_context":false,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":"other","follow_up_intent_after_classifier":"other","classifier_follow_up_intent":"other","categories_from_message_count":0,"message_specifies_store_product_details":false},"timestamp":1777237669875}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":678,"is_image_followup_context":false,"store_categories_filter_count":0,"filtered_count":0,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777237669900}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":678,"message":"What’s you guys website","action":"ask_clarification","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"other","classifier_follow_up_intent":"other"},"timestamp":1777237669901}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":678,"message":"How much 8 on 8","is_image_followup_context":false,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":"another_option","follow_up_intent_after_classifier":"another_option","classifier_follow_up_intent":"another_option","categories_from_message_count":0,"message_specifies_store_product_details":false},"timestamp":1777237710649}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":678,"is_image_followup_context":false,"store_categories_filter_count":0,"filtered_count":0,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777237710682}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":678,"message":"How much 8 on 8","action":"ask_clarification","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"another_option","classifier_follow_up_intent":"another_option"},"timestamp":1777237710682}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":679,"message":"Hi do you have Cubans for babies ? 1 year olds","is_image_followup_context":false,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":"another_option","follow_up_intent_after_classifier":"another_option","classifier_follow_up_intent":"another_option","categories_from_message_count":0,"message_specifies_store_product_details":false},"timestamp":1777238371293}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":679,"is_image_followup_context":false,"store_categories_filter_count":0,"filtered_count":0,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777238371327}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":679,"message":"Hi do you have Cubans for babies ? 1 year olds","action":"ask_clarification","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"another_option","classifier_follow_up_intent":"another_option"},"timestamp":1777238371327}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":679,"message":"If so can you send me some with pricing","is_image_followup_context":false,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":"another_option","follow_up_intent_after_classifier":"another_option","classifier_follow_up_intent":"another_option","categories_from_message_count":0,"message_specifies_store_product_details":false},"timestamp":1777238382724}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":679,"is_image_followup_context":false,"store_categories_filter_count":0,"filtered_count":0,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777238382750}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":679,"message":"If so can you send me some with pricing","action":"ask_clarification","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"another_option","classifier_follow_up_intent":"another_option"},"timestamp":1777238382750}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":680,"message":"Need it","is_image_followup_context":false,"is_short_or_ambiguous_message":true,"follow_up_intent_from_memory":"another_option","follow_up_intent_after_classifier":"another_option","classifier_follow_up_intent":"another_option","categories_from_message_count":0,"message_specifies_store_product_details":false},"timestamp":1777238736990}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":680,"is_image_followup_context":false,"store_categories_filter_count":0,"filtered_count":0,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777238737007}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":680,"message":"Need it","action":"ask_clarification","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"another_option","classifier_follow_up_intent":"another_option"},"timestamp":1777238737007}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":681,"message":"Any lion pendant","is_image_followup_context":false,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":"another_option","follow_up_intent_after_classifier":"another_option","classifier_follow_up_intent":"another_option","categories_from_message_count":0,"message_specifies_store_product_details":false},"timestamp":1777239261356}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":681,"is_image_followup_context":false,"store_categories_filter_count":0,"filtered_count":0,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777239261375}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":681,"message":"Any lion pendant","action":"ask_clarification","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"another_option","classifier_follow_up_intent":"another_option"},"timestamp":1777239261376}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":682,"message":"Yoo","is_image_followup_context":false,"is_short_or_ambiguous_message":true,"follow_up_intent_from_memory":"other","follow_up_intent_after_classifier":"other","classifier_follow_up_intent":"other","categories_from_message_count":0,"message_specifies_store_product_details":false},"timestamp":1777239787378}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":682,"is_image_followup_context":false,"store_categories_filter_count":0,"filtered_count":0,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777239787392}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":682,"message":"Yoo","action":"ask_clarification","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"other","classifier_follow_up_intent":"other"},"timestamp":1777239787393}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":682,"message":"Your pieces are fire bro","is_image_followup_context":false,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":"another_option","follow_up_intent_after_classifier":"another_option","classifier_follow_up_intent":"another_option","categories_from_message_count":0,"message_specifies_store_product_details":false},"timestamp":1777239809894}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":682,"is_image_followup_context":false,"store_categories_filter_count":0,"filtered_count":0,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777239809929}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":682,"message":"Your pieces are fire bro","action":"ask_clarification","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"another_option","classifier_follow_up_intent":"another_option"},"timestamp":1777239809929}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":682,"message":"You ever thought about doing blog seeding for the content?","is_image_followup_context":false,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":"other","follow_up_intent_after_classifier":"other","classifier_follow_up_intent":"other","categories_from_message_count":0,"message_specifies_store_product_details":false},"timestamp":1777239819825}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":682,"is_image_followup_context":false,"store_categories_filter_count":0,"filtered_count":0,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777239819852}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":682,"message":"You ever thought about doing blog seeding for the content?","action":"ask_clarification","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"other","classifier_follow_up_intent":"other"},"timestamp":1777239819852}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":683,"message":"Can u do dis but lab.","is_image_followup_context":false,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":"another_option","follow_up_intent_after_classifier":"another_option","classifier_follow_up_intent":"another_option","categories_from_message_count":0,"message_specifies_store_product_details":false},"timestamp":1777240749122}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":683,"is_image_followup_context":false,"store_categories_filter_count":0,"filtered_count":0,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777240749158}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":683,"message":"Can u do dis but lab.","action":"ask_clarification","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"another_option","classifier_follow_up_intent":"another_option"},"timestamp":1777240749159}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":684,"message":"I need this","is_image_followup_context":false,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":"media","follow_up_intent_after_classifier":"media","classifier_follow_up_intent":"media","categories_from_message_count":0,"message_specifies_store_product_details":false},"timestamp":1777241876089}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":684,"is_image_followup_context":false,"store_categories_filter_count":0,"filtered_count":0,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777241876106}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":684,"message":"I need this","action":"ask_clarification","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"media","classifier_follow_up_intent":"media"},"timestamp":1777241876107}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":49,"message":"I will be sending a deposit in a few weeks","is_image_followup_context":true,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":"other","follow_up_intent_after_classifier":"other","classifier_follow_up_intent":"other","categories_from_message_count":0,"message_specifies_store_product_details":false},"timestamp":1777242830342}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":49,"is_image_followup_context":true,"store_categories_filter_count":0,"filtered_count":0,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777242830368}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":49,"message":"I will be sending a deposit in a few weeks","action":"ask_clarification","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"other","classifier_follow_up_intent":"other"},"timestamp":1777242830369}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":685,"message":"36 mm ?","is_image_followup_context":false,"is_short_or_ambiguous_message":true,"follow_up_intent_from_memory":null,"follow_up_intent_after_classifier":"another_option","classifier_follow_up_intent":"another_option","categories_from_message_count":1,"message_specifies_store_product_details":true},"timestamp":1777243788466}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H2_routing_to_score_path","location":"WhatsAppBotContextForAiService.php:routing_decision","message":"routing_decision_state","data":{"conversation_id":685,"message":"36 mm ?","classifier_follow_up_intent":"another_option","effective_follow_up_intent":"media","follow_up_intent_for_select_best":"another_option","short_blocks_store_product_selection":false,"filtered_count":1,"is_explicit_product":true,"price_follow_up_active":false,"is_image_followup_context":false},"timestamp":1777243788486}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H3_selection_branch_null_product","location":"WhatsAppBotContextForAiService.php:selection_post_branch","message":"selection_branch_result","data":{"conversation_id":685,"message":"36 mm ?","selection_branch":"score_primary","follow_up_intent_effective":"media","follow_up_intent_for_select_best":"another_option","is_another_option":false,"show_same_product_again":false,"short_blocks_store_product_selection":false,"filtered_count":1,"selected_product_id":8,"selected_has_media":true},"timestamp":1777243788487}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":685,"is_image_followup_context":false,"store_categories_filter_count":1,"filtered_count":1,"store_product_for_media_present":true,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777243788495}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":685,"message":"36 mm ?","action":"show_product","has_store_product_for_media":true,"store_product_for_media_id":8,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"media","classifier_follow_up_intent":"another_option"},"timestamp":1777243788497}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":358,"message":"Do you see like a regular gold chain with a Jesus piece ?","is_image_followup_context":false,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":"another_option","follow_up_intent_after_classifier":"another_option","classifier_follow_up_intent":"another_option","categories_from_message_count":0,"message_specifies_store_product_details":false},"timestamp":1777244033442}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":358,"is_image_followup_context":false,"store_categories_filter_count":0,"filtered_count":0,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777244033460}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":358,"message":"Do you see like a regular gold chain with a Jesus piece ?","action":"ask_clarification","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"another_option","classifier_follow_up_intent":"another_option"},"timestamp":1777244033460}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":686,"message":"Hey I need to put down dp for a pendant","is_image_followup_context":false,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":"another_option","follow_up_intent_after_classifier":"another_option","classifier_follow_up_intent":"another_option","categories_from_message_count":0,"message_specifies_store_product_details":false},"timestamp":1777244933828}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":686,"is_image_followup_context":false,"store_categories_filter_count":0,"filtered_count":0,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777244933846}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":686,"message":"Hey I need to put down dp for a pendant","action":"ask_clarification","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"another_option","classifier_follow_up_intent":"another_option"},"timestamp":1777244933846}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":687,"message":"I need that","is_image_followup_context":false,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":"another_option","follow_up_intent_after_classifier":"another_option","classifier_follow_up_intent":"another_option","categories_from_message_count":0,"message_specifies_store_product_details":false},"timestamp":1777245717008}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":687,"is_image_followup_context":false,"store_categories_filter_count":0,"filtered_count":0,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777245717032}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":687,"message":"I need that","action":"ask_clarification","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"another_option","classifier_follow_up_intent":"another_option"},"timestamp":1777245717033}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":688,"message":"How much to do this in moisionite","is_image_followup_context":false,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":null,"follow_up_intent_after_classifier":"another_option","classifier_follow_up_intent":"another_option","categories_from_message_count":1,"message_specifies_store_product_details":false},"timestamp":1777246293068}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H2_routing_to_score_path","location":"WhatsAppBotContextForAiService.php:routing_decision","message":"routing_decision_state","data":{"conversation_id":688,"message":"How much to do this in moisionite","classifier_follow_up_intent":"another_option","effective_follow_up_intent":"another_option","follow_up_intent_for_select_best":"another_option","short_blocks_store_product_selection":false,"filtered_count":1,"is_explicit_product":false,"price_follow_up_active":false,"is_image_followup_context":false},"timestamp":1777246293081}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H3_selection_branch_null_product","location":"WhatsAppBotContextForAiService.php:selection_post_branch","message":"selection_branch_result","data":{"conversation_id":688,"message":"How much to do this in moisionite","selection_branch":"carousel_next","follow_up_intent_effective":"another_option","follow_up_intent_for_select_best":"another_option","is_another_option":true,"show_same_product_again":false,"short_blocks_store_product_selection":false,"filtered_count":1,"selected_product_id":11,"selected_has_media":true},"timestamp":1777246293082}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":688,"is_image_followup_context":false,"store_categories_filter_count":1,"filtered_count":1,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":true},"timestamp":1777246293086}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":688,"message":"How much to do this in moisionite","action":"contact","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":true,"follow_up_intent_before_final_decision":"another_option","classifier_follow_up_intent":"another_option"},"timestamp":1777246293086}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":689,"message":"Price on those please ?!","is_image_followup_context":false,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":"another_option","follow_up_intent_after_classifier":null,"classifier_follow_up_intent":null,"categories_from_message_count":0,"message_specifies_store_product_details":false},"timestamp":1777248167484}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":689,"is_image_followup_context":false,"store_categories_filter_count":0,"filtered_count":0,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777248167504}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":689,"message":"Price on those please ?!","action":"ask_clarification","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":null,"classifier_follow_up_intent":null},"timestamp":1777248167507}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":41,"message":"Is it vvs or vs?","is_image_followup_context":false,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":"another_option","follow_up_intent_after_classifier":"another_option","classifier_follow_up_intent":"another_option","categories_from_message_count":0,"message_specifies_store_product_details":false},"timestamp":1777254737478}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":41,"is_image_followup_context":false,"store_categories_filter_count":0,"filtered_count":0,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777254737500}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":41,"message":"Is it vvs or vs?","action":"ask_clarification","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"another_option","classifier_follow_up_intent":"another_option"},"timestamp":1777254737501}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":691,"message":"Bless bro","is_image_followup_context":false,"is_short_or_ambiguous_message":true,"follow_up_intent_from_memory":"other","follow_up_intent_after_classifier":"other","classifier_follow_up_intent":"other","categories_from_message_count":0,"message_specifies_store_product_details":false},"timestamp":1777256732625}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":691,"is_image_followup_context":false,"store_categories_filter_count":0,"filtered_count":0,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777256732655}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":691,"message":"Bless bro","action":"ask_clarification","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"other","classifier_follow_up_intent":"other"},"timestamp":1777256732655}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":692,"message":"Natural diamonds ? Or lab diamonds","is_image_followup_context":false,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":"another_option","follow_up_intent_after_classifier":"another_option","classifier_follow_up_intent":"another_option","categories_from_message_count":0,"message_specifies_store_product_details":false},"timestamp":1777257431947}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":692,"is_image_followup_context":false,"store_categories_filter_count":0,"filtered_count":0,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777257431967}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":692,"message":"Natural diamonds ? Or lab diamonds","action":"ask_clarification","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"another_option","classifier_follow_up_intent":"another_option"},"timestamp":1777257431967}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":693,"message":"How much again","is_image_followup_context":false,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":"other","follow_up_intent_after_classifier":"other","classifier_follow_up_intent":"other","categories_from_message_count":0,"message_specifies_store_product_details":false},"timestamp":1777258272249}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":693,"is_image_followup_context":false,"store_categories_filter_count":0,"filtered_count":0,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777258272273}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":693,"message":"How much again","action":"ask_clarification","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"other","classifier_follow_up_intent":"other"},"timestamp":1777258272274}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":694,"message":"What’s the cost for the middle one 7,5 mm","is_image_followup_context":false,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":"another_option","follow_up_intent_after_classifier":"another_option","classifier_follow_up_intent":"another_option","categories_from_message_count":0,"message_specifies_store_product_details":true},"timestamp":1777261860465}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":694,"is_image_followup_context":false,"store_categories_filter_count":0,"filtered_count":0,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777261860523}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":694,"message":"What’s the cost for the middle one 7,5 mm","action":"contact","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":true,"follow_up_intent_before_final_decision":"another_option","classifier_follow_up_intent":"another_option"},"timestamp":1777261860527}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":695,"message":"Would you take 3k for it ?","is_image_followup_context":false,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":"another_option","follow_up_intent_after_classifier":"another_option","classifier_follow_up_intent":"another_option","categories_from_message_count":0,"message_specifies_store_product_details":false},"timestamp":1777262122243}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":695,"is_image_followup_context":false,"store_categories_filter_count":0,"filtered_count":0,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777262122259}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":695,"message":"Would you take 3k for it ?","action":"ask_clarification","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"another_option","classifier_follow_up_intent":"another_option"},"timestamp":1777262122260}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":695,"message":"Or 3k for this one?","is_image_followup_context":false,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":"another_option","follow_up_intent_after_classifier":"another_option","classifier_follow_up_intent":"another_option","categories_from_message_count":0,"message_specifies_store_product_details":false},"timestamp":1777262150470}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":695,"is_image_followup_context":false,"store_categories_filter_count":0,"filtered_count":0,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777262150486}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":695,"message":"Or 3k for this one?","action":"ask_clarification","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"another_option","classifier_follow_up_intent":"another_option"},"timestamp":1777262150486}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":695,"message":"Or 3k for this one ?","is_image_followup_context":false,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":"another_option","follow_up_intent_after_classifier":"another_option","classifier_follow_up_intent":"another_option","categories_from_message_count":0,"message_specifies_store_product_details":false},"timestamp":1777262175026}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":695,"is_image_followup_context":false,"store_categories_filter_count":0,"filtered_count":0,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777262175055}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":695,"message":"Or 3k for this one ?","action":"ask_clarification","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"another_option","classifier_follow_up_intent":"another_option"},"timestamp":1777262175055}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":696,"message":"How much for 6 letters like this","is_image_followup_context":false,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":null,"follow_up_intent_after_classifier":"another_option","classifier_follow_up_intent":"another_option","categories_from_message_count":1,"message_specifies_store_product_details":false},"timestamp":1777262571920}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H2_routing_to_score_path","location":"WhatsAppBotContextForAiService.php:routing_decision","message":"routing_decision_state","data":{"conversation_id":696,"message":"How much for 6 letters like this","classifier_follow_up_intent":"another_option","effective_follow_up_intent":"another_option","follow_up_intent_for_select_best":"another_option","short_blocks_store_product_selection":false,"filtered_count":1,"is_explicit_product":false,"price_follow_up_active":false,"is_image_followup_context":false},"timestamp":1777262571940}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H3_selection_branch_null_product","location":"WhatsAppBotContextForAiService.php:selection_post_branch","message":"selection_branch_result","data":{"conversation_id":696,"message":"How much for 6 letters like this","selection_branch":"carousel_next","follow_up_intent_effective":"another_option","follow_up_intent_for_select_best":"another_option","is_another_option":true,"show_same_product_again":false,"short_blocks_store_product_selection":false,"filtered_count":1,"selected_product_id":11,"selected_has_media":true},"timestamp":1777262571942}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":696,"is_image_followup_context":false,"store_categories_filter_count":1,"filtered_count":1,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":true},"timestamp":1777262571944}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":696,"message":"How much for 6 letters like this","action":"contact","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":true,"follow_up_intent_before_final_decision":"another_option","classifier_follow_up_intent":"another_option"},"timestamp":1777262571945}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":697,"message":"How much","is_image_followup_context":false,"is_short_or_ambiguous_message":true,"follow_up_intent_from_memory":"another_option","follow_up_intent_after_classifier":"another_option","classifier_follow_up_intent":"another_option","categories_from_message_count":0,"message_specifies_store_product_details":false},"timestamp":1777264388732}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":697,"is_image_followup_context":false,"store_categories_filter_count":0,"filtered_count":0,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777264388749}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":697,"message":"How much","action":"ask_clarification","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"another_option","classifier_follow_up_intent":"another_option"},"timestamp":1777264388749}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":698,"message":"Shipping ? 9 inches?","is_image_followup_context":false,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":"other","follow_up_intent_after_classifier":"other","classifier_follow_up_intent":"other","categories_from_message_count":0,"message_specifies_store_product_details":false},"timestamp":1777264937385}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":698,"is_image_followup_context":false,"store_categories_filter_count":0,"filtered_count":0,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777264937418}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":698,"message":"Shipping ? 9 inches?","action":"ask_clarification","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"other","classifier_follow_up_intent":"other"},"timestamp":1777264937419}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":698,"message":"Natural diamonds","is_image_followup_context":false,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":null,"follow_up_intent_after_classifier":"another_option","classifier_follow_up_intent":"another_option","categories_from_message_count":0,"message_specifies_store_product_details":false},"timestamp":1777264945062}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":698,"is_image_followup_context":false,"store_categories_filter_count":0,"filtered_count":0,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777264945095}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":698,"message":"Natural diamonds","action":"ask_clarification","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"another_option","classifier_follow_up_intent":"another_option"},"timestamp":1777264945095}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":228,"message":"Design of the Day:\n\"Every masterpiece begins with a vision. Today, we showcase the journey from a hand-drawn sketch to a breathtaking realit...","is_image_followup_context":true,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":null,"follow_up_intent_after_classifier":"another_option","classifier_follow_up_intent":"another_option","categories_from_message_count":1,"message_specifies_store_product_details":true},"timestamp":1777269987767}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H2_routing_to_score_path","location":"WhatsAppBotContextForAiService.php:routing_decision","message":"routing_decision_state","data":{"conversation_id":228,"message":"Design of the Day:\n\"Every masterpiece begins with a vision. Today, we showcase the journey from a hand-drawn sketch to a breathtaking realit...","classifier_follow_up_intent":"another_option","effective_follow_up_intent":"media","follow_up_intent_for_select_best":"another_option","short_blocks_store_product_selection":false,"filtered_count":1,"is_explicit_product":true,"price_follow_up_active":false,"is_image_followup_context":true},"timestamp":1777269987819}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H3_selection_branch_null_product","location":"WhatsAppBotContextForAiService.php:selection_post_branch","message":"selection_branch_result","data":{"conversation_id":228,"message":"Design of the Day:\n\"Every masterpiece begins with a vision. Today, we showcase the journey from a hand-drawn sketch to a breathtaking realit...","selection_branch":"score_primary","follow_up_intent_effective":"media","follow_up_intent_for_select_best":"another_option","is_another_option":false,"show_same_product_again":false,"short_blocks_store_product_selection":false,"filtered_count":1,"selected_product_id":11,"selected_has_media":true},"timestamp":1777269987823}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":228,"is_image_followup_context":true,"store_categories_filter_count":1,"filtered_count":1,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":true},"timestamp":1777269987831}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":228,"message":"Design of the Day:\n\"Every masterpiece begins with a vision. Today, we showcase the journey from a hand-drawn sketch to a breathtaking realit...","action":"contact","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":true,"follow_up_intent_before_final_decision":"media","classifier_follow_up_intent":"another_option"},"timestamp":1777269987834}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":699,"message":"Price","is_image_followup_context":false,"is_short_or_ambiguous_message":true,"follow_up_intent_from_memory":"another_option","follow_up_intent_after_classifier":null,"classifier_follow_up_intent":null,"categories_from_message_count":0,"message_specifies_store_product_details":false},"timestamp":1777274290734}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":699,"is_image_followup_context":false,"store_categories_filter_count":0,"filtered_count":0,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777274290750}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":699,"message":"Price","action":"ask_clarification","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":null,"classifier_follow_up_intent":null},"timestamp":1777274290751}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":699,"message":"Any Cuban links?","is_image_followup_context":false,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":"another_option","follow_up_intent_after_classifier":"another_option","classifier_follow_up_intent":"another_option","categories_from_message_count":0,"message_specifies_store_product_details":false},"timestamp":1777274642826}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":699,"is_image_followup_context":false,"store_categories_filter_count":0,"filtered_count":0,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777274642853}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":699,"message":"Any Cuban links?","action":"ask_clarification","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"another_option","classifier_follow_up_intent":"another_option"},"timestamp":1777274642853}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":700,"message":"Good day,\n\nI am interested in purchasing somehting like this for my girl...as a mothers day gifts...it her first mothers day as a mother so...","is_image_followup_context":false,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":"another_option","follow_up_intent_after_classifier":"another_option","classifier_follow_up_intent":"another_option","categories_from_message_count":0,"message_specifies_store_product_details":false},"timestamp":1777282846646}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":700,"is_image_followup_context":false,"store_categories_filter_count":0,"filtered_count":0,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777282846661}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":700,"message":"Good day,\n\nI am interested in purchasing somehting like this for my girl...as a mothers day gifts...it her first mothers day as a mother so...","action":"ask_clarification","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"another_option","classifier_follow_up_intent":"another_option"},"timestamp":1777282846661}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":700,"message":"Do you still have anything like these in stock ?","is_image_followup_context":false,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":"another_option","follow_up_intent_after_classifier":"another_option","classifier_follow_up_intent":"another_option","categories_from_message_count":0,"message_specifies_store_product_details":false},"timestamp":1777282866416}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":700,"is_image_followup_context":false,"store_categories_filter_count":0,"filtered_count":0,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777282866450}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":700,"message":"Do you still have anything like these in stock ?","action":"ask_clarification","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"another_option","classifier_follow_up_intent":"another_option"},"timestamp":1777282866451}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":12,"message":"how much","is_image_followup_context":false,"is_short_or_ambiguous_message":true,"follow_up_intent_from_memory":"another_option","follow_up_intent_after_classifier":"another_option","classifier_follow_up_intent":"another_option","categories_from_message_count":0,"message_specifies_store_product_details":false},"timestamp":1777288934570}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":12,"is_image_followup_context":false,"store_categories_filter_count":0,"filtered_count":0,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777288934587}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":12,"message":"how much","action":"ask_clarification","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"another_option","classifier_follow_up_intent":"another_option"},"timestamp":1777288934587}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":12,"message":"customization option","is_image_followup_context":false,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":null,"follow_up_intent_after_classifier":"another_option","classifier_follow_up_intent":"another_option","categories_from_message_count":1,"message_specifies_store_product_details":false},"timestamp":1777288959521}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H2_routing_to_score_path","location":"WhatsAppBotContextForAiService.php:routing_decision","message":"routing_decision_state","data":{"conversation_id":12,"message":"customization option","classifier_follow_up_intent":"another_option","effective_follow_up_intent":"another_option","follow_up_intent_for_select_best":"another_option","short_blocks_store_product_selection":false,"filtered_count":1,"is_explicit_product":false,"price_follow_up_active":false,"is_image_followup_context":false},"timestamp":1777288959541}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H3_selection_branch_null_product","location":"WhatsAppBotContextForAiService.php:selection_post_branch","message":"selection_branch_result","data":{"conversation_id":12,"message":"customization option","selection_branch":"carousel_next","follow_up_intent_effective":"another_option","follow_up_intent_for_select_best":"another_option","is_another_option":true,"show_same_product_again":false,"short_blocks_store_product_selection":false,"filtered_count":1,"selected_product_id":11,"selected_has_media":true},"timestamp":1777288959542}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":12,"is_image_followup_context":false,"store_categories_filter_count":1,"filtered_count":1,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":true},"timestamp":1777288959546}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":12,"message":"customization option","action":"contact","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":true,"follow_up_intent_before_final_decision":"another_option","classifier_follow_up_intent":"another_option"},"timestamp":1777288959546}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":12,"message":"im readyto make purchase","is_image_followup_context":false,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":null,"follow_up_intent_after_classifier":"another_option","classifier_follow_up_intent":"another_option","categories_from_message_count":0,"message_specifies_store_product_details":false},"timestamp":1777288989342}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":12,"is_image_followup_context":false,"store_categories_filter_count":0,"filtered_count":0,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777288989353}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":12,"message":"im readyto make purchase","action":"ask_clarification","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"another_option","classifier_follow_up_intent":"another_option"},"timestamp":1777288989353}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":12,"message":"https://www.instagram.com/p/DPc2yhxjoO6/","is_image_followup_context":false,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":"other","follow_up_intent_after_classifier":"other","classifier_follow_up_intent":"other","categories_from_message_count":0,"message_specifies_store_product_details":false},"timestamp":1777290054757}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":12,"is_image_followup_context":false,"store_categories_filter_count":0,"filtered_count":0,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777290054772}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":12,"message":"https://www.instagram.com/p/DPc2yhxjoO6/","action":"contact","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":true,"follow_up_intent_before_final_decision":"other","classifier_follow_up_intent":"other"},"timestamp":1777290054772}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":12,"message":"how much","is_image_followup_context":false,"is_short_or_ambiguous_message":true,"follow_up_intent_from_memory":"another_option","follow_up_intent_after_classifier":"another_option","classifier_follow_up_intent":"another_option","categories_from_message_count":0,"message_specifies_store_product_details":false},"timestamp":1777290076590}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":12,"is_image_followup_context":false,"store_categories_filter_count":0,"filtered_count":0,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777290076606}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":12,"message":"how much","action":"contact","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":true,"follow_up_intent_before_final_decision":"another_option","classifier_follow_up_intent":"another_option"},"timestamp":1777290076607}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":701,"message":"Still available 👀","is_image_followup_context":false,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":"media","follow_up_intent_after_classifier":"media","classifier_follow_up_intent":"media","categories_from_message_count":0,"message_specifies_store_product_details":false},"timestamp":1777290187605}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":701,"is_image_followup_context":false,"store_categories_filter_count":0,"filtered_count":0,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777290187625}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":701,"message":"Still available 👀","action":"contact","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":true,"follow_up_intent_before_final_decision":"media","classifier_follow_up_intent":"media"},"timestamp":1777290187626}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":12,"message":"https://www.instagram.com/p/DPc2yhxjoO6/","is_image_followup_context":false,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":"other","follow_up_intent_after_classifier":"other","classifier_follow_up_intent":"other","categories_from_message_count":0,"message_specifies_store_product_details":false},"timestamp":1777292058247}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":12,"is_image_followup_context":false,"store_categories_filter_count":0,"filtered_count":0,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777292058263}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":12,"message":"https://www.instagram.com/p/DPc2yhxjoO6/","is_image_followup_context":false,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":"other","follow_up_intent_after_classifier":"other","classifier_follow_up_intent":"other","categories_from_message_count":0,"message_specifies_store_product_details":false},"timestamp":1777292760006}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":12,"is_image_followup_context":false,"store_categories_filter_count":0,"filtered_count":0,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777292760043}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":12,"message":"https://www.instagram.com/p/DPc2yhxjoO6/","action":"contact","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":true,"follow_up_intent_before_final_decision":"other","classifier_follow_up_intent":"other"},"timestamp":1777292760043}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":12,"message":"HOW MUCH","is_image_followup_context":false,"is_short_or_ambiguous_message":true,"follow_up_intent_from_memory":"another_option","follow_up_intent_after_classifier":"another_option","classifier_follow_up_intent":"another_option","categories_from_message_count":0,"message_specifies_store_product_details":false},"timestamp":1777292814459}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":12,"is_image_followup_context":false,"store_categories_filter_count":0,"filtered_count":0,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777292814474}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":12,"message":"HOW MUCH","action":"ask_clarification","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"another_option","classifier_follow_up_intent":"another_option"},"timestamp":1777292814474}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":12,"message":"i saw it in instagram","is_image_followup_context":false,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":"other","follow_up_intent_after_classifier":"other","classifier_follow_up_intent":"other","categories_from_message_count":0,"message_specifies_store_product_details":false},"timestamp":1777292841653}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":12,"is_image_followup_context":false,"store_categories_filter_count":0,"filtered_count":0,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777292841669}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":12,"message":"i saw it in instagram","action":"ask_clarification","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"other","classifier_follow_up_intent":"other"},"timestamp":1777292841669}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":12,"message":"i saw it in storias, i want buy it","is_image_followup_context":false,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":"media","follow_up_intent_after_classifier":"media","classifier_follow_up_intent":"media","categories_from_message_count":0,"message_specifies_store_product_details":false},"timestamp":1777292883584}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":12,"is_image_followup_context":false,"store_categories_filter_count":0,"filtered_count":0,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777292883604}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":12,"message":"i saw it in storias, i want buy it","action":"ask_clarification","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"media","classifier_follow_up_intent":"media"},"timestamp":1777292883604}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":12,"message":"i saw it in intagram i want to buy it","is_image_followup_context":false,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":"another_option","follow_up_intent_after_classifier":"another_option","classifier_follow_up_intent":"another_option","categories_from_message_count":0,"message_specifies_store_product_details":false},"timestamp":1777292940220}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":12,"is_image_followup_context":false,"store_categories_filter_count":0,"filtered_count":0,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777292940249}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":12,"message":"i saw it in intagram i want to buy it","action":"ask_clarification","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"another_option","classifier_follow_up_intent":"another_option"},"timestamp":1777292940249}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":12,"message":"how much","is_image_followup_context":true,"is_short_or_ambiguous_message":true,"follow_up_intent_from_memory":null,"follow_up_intent_after_classifier":"another_option","classifier_follow_up_intent":"another_option","categories_from_message_count":1,"message_specifies_store_product_details":false},"timestamp":1777292985574}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H2_routing_to_score_path","location":"WhatsAppBotContextForAiService.php:routing_decision","message":"routing_decision_state","data":{"conversation_id":12,"message":"how much","classifier_follow_up_intent":"another_option","effective_follow_up_intent":"another_option","follow_up_intent_for_select_best":"another_option","short_blocks_store_product_selection":false,"filtered_count":1,"is_explicit_product":false,"price_follow_up_active":false,"is_image_followup_context":true},"timestamp":1777292985605}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H3_selection_branch_null_product","location":"WhatsAppBotContextForAiService.php:selection_post_branch","message":"selection_branch_result","data":{"conversation_id":12,"message":"how much","selection_branch":"carousel_next","follow_up_intent_effective":"another_option","follow_up_intent_for_select_best":"another_option","is_another_option":true,"show_same_product_again":false,"short_blocks_store_product_selection":false,"filtered_count":1,"selected_product_id":11,"selected_has_media":true},"timestamp":1777292985606}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":12,"is_image_followup_context":true,"store_categories_filter_count":1,"filtered_count":1,"store_product_for_media_present":true,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777292985608}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":12,"message":"how much","action":"show_product_next","has_store_product_for_media":true,"store_product_for_media_id":11,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"another_option","classifier_follow_up_intent":"another_option"},"timestamp":1777292985609}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":12,"message":"is a diffentet size and style, can you let me know how much","is_image_followup_context":true,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":null,"follow_up_intent_after_classifier":"another_option","classifier_follow_up_intent":"another_option","categories_from_message_count":1,"message_specifies_store_product_details":false},"timestamp":1777293025171}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H2_routing_to_score_path","location":"WhatsAppBotContextForAiService.php:routing_decision","message":"routing_decision_state","data":{"conversation_id":12,"message":"is a diffentet size and style, can you let me know how much","classifier_follow_up_intent":"another_option","effective_follow_up_intent":"another_option","follow_up_intent_for_select_best":"another_option","short_blocks_store_product_selection":false,"filtered_count":1,"is_explicit_product":false,"price_follow_up_active":false,"is_image_followup_context":true},"timestamp":1777293025198}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H3_selection_branch_null_product","location":"WhatsAppBotContextForAiService.php:selection_post_branch","message":"selection_branch_result","data":{"conversation_id":12,"message":"is a diffentet size and style, can you let me know how much","selection_branch":"carousel_exhausted","follow_up_intent_effective":"another_option","follow_up_intent_for_select_best":"another_option","is_another_option":true,"show_same_product_again":false,"short_blocks_store_product_selection":false,"filtered_count":1,"selected_product_id":null,"selected_has_media":false},"timestamp":1777293025200}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":12,"is_image_followup_context":true,"store_categories_filter_count":1,"filtered_count":1,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777293025201}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":12,"message":"is a diffentet size and style, can you let me know how much","action":"ask_clarification","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"another_option","classifier_follow_up_intent":"another_option"},"timestamp":1777293025202}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":12,"message":"3in x2 in vertical style, how much something like this","is_image_followup_context":false,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":null,"follow_up_intent_after_classifier":"another_option","classifier_follow_up_intent":"another_option","categories_from_message_count":0,"message_specifies_store_product_details":false},"timestamp":1777293069246}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":12,"is_image_followup_context":false,"store_categories_filter_count":0,"filtered_count":0,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777293069265}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":12,"message":"3in x2 in vertical style, how much something like this","action":"ask_clarification","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"another_option","classifier_follow_up_intent":"another_option"},"timestamp":1777293069265}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":12,"message":"how much","is_image_followup_context":true,"is_short_or_ambiguous_message":true,"follow_up_intent_from_memory":null,"follow_up_intent_after_classifier":"another_option","classifier_follow_up_intent":"another_option","categories_from_message_count":1,"message_specifies_store_product_details":false},"timestamp":1777293150822}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H2_routing_to_score_path","location":"WhatsAppBotContextForAiService.php:routing_decision","message":"routing_decision_state","data":{"conversation_id":12,"message":"how much","classifier_follow_up_intent":"another_option","effective_follow_up_intent":"another_option","follow_up_intent_for_select_best":"another_option","short_blocks_store_product_selection":false,"filtered_count":3,"is_explicit_product":false,"price_follow_up_active":false,"is_image_followup_context":true},"timestamp":1777293150837}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H3_selection_branch_null_product","location":"WhatsAppBotContextForAiService.php:selection_post_branch","message":"selection_branch_result","data":{"conversation_id":12,"message":"how much","selection_branch":"carousel_next","follow_up_intent_effective":"another_option","follow_up_intent_for_select_best":"another_option","is_another_option":true,"show_same_product_again":false,"short_blocks_store_product_selection":false,"filtered_count":3,"selected_product_id":6,"selected_has_media":true},"timestamp":1777293150837}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":12,"is_image_followup_context":true,"store_categories_filter_count":1,"filtered_count":3,"store_product_for_media_present":true,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777293150838}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":12,"message":"how much","action":"show_product_next","has_store_product_for_media":true,"store_product_for_media_id":6,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"another_option","classifier_follow_up_intent":"another_option"},"timestamp":1777293150838}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":12,"message":"another option 2 tone","is_image_followup_context":true,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":null,"follow_up_intent_after_classifier":"another_option","classifier_follow_up_intent":"another_option","categories_from_message_count":1,"message_specifies_store_product_details":false},"timestamp":1777293171089}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H2_routing_to_score_path","location":"WhatsAppBotContextForAiService.php:routing_decision","message":"routing_decision_state","data":{"conversation_id":12,"message":"another option 2 tone","classifier_follow_up_intent":"another_option","effective_follow_up_intent":"another_option","follow_up_intent_for_select_best":"another_option","short_blocks_store_product_selection":false,"filtered_count":3,"is_explicit_product":false,"price_follow_up_active":false,"is_image_followup_context":true},"timestamp":1777293171105}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H3_selection_branch_null_product","location":"WhatsAppBotContextForAiService.php:selection_post_branch","message":"selection_branch_result","data":{"conversation_id":12,"message":"another option 2 tone","selection_branch":"score_primary","follow_up_intent_effective":"another_option","follow_up_intent_for_select_best":"another_option","is_another_option":false,"show_same_product_again":false,"short_blocks_store_product_selection":false,"filtered_count":3,"selected_product_id":null,"selected_has_media":false},"timestamp":1777293171106}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":12,"is_image_followup_context":true,"store_categories_filter_count":1,"filtered_count":3,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777293171109}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":12,"message":"another option 2 tone","action":"disambiguate","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":3,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"another_option","classifier_follow_up_intent":"another_option"},"timestamp":1777293171110}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":12,"message":"36mm how much","is_image_followup_context":false,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":null,"follow_up_intent_after_classifier":"another_option","classifier_follow_up_intent":"another_option","categories_from_message_count":1,"message_specifies_store_product_details":true},"timestamp":1777293200052}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H2_routing_to_score_path","location":"WhatsAppBotContextForAiService.php:routing_decision","message":"routing_decision_state","data":{"conversation_id":12,"message":"36mm how much","classifier_follow_up_intent":"another_option","effective_follow_up_intent":"media","follow_up_intent_for_select_best":"another_option","short_blocks_store_product_selection":false,"filtered_count":3,"is_explicit_product":true,"price_follow_up_active":false,"is_image_followup_context":false},"timestamp":1777293200068}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H3_selection_branch_null_product","location":"WhatsAppBotContextForAiService.php:selection_post_branch","message":"selection_branch_result","data":{"conversation_id":12,"message":"36mm how much","selection_branch":"score_primary","follow_up_intent_effective":"media","follow_up_intent_for_select_best":"another_option","is_another_option":false,"show_same_product_again":false,"short_blocks_store_product_selection":false,"filtered_count":3,"selected_product_id":8,"selected_has_media":true},"timestamp":1777293200069}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":12,"is_image_followup_context":false,"store_categories_filter_count":1,"filtered_count":3,"store_product_for_media_present":true,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777293200070}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":12,"message":"36mm how much","action":"show_product","has_store_product_for_media":true,"store_product_for_media_id":8,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"media","classifier_follow_up_intent":"another_option"},"timestamp":1777293200071}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":12,"message":"ok i want byt, how i pay you","is_image_followup_context":false,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":null,"follow_up_intent_after_classifier":"other","classifier_follow_up_intent":"other","categories_from_message_count":0,"message_specifies_store_product_details":false},"timestamp":1777293238199}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":12,"is_image_followup_context":false,"store_categories_filter_count":0,"filtered_count":0,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777293238215}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":12,"message":"ok i want byt, how i pay you","action":"ask_clarification","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"other","classifier_follow_up_intent":"other"},"timestamp":1777293238215}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":12,"message":"layway do you have it","is_image_followup_context":false,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":"other","follow_up_intent_after_classifier":"other","classifier_follow_up_intent":"other","categories_from_message_count":0,"message_specifies_store_product_details":false},"timestamp":1777293260995}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":12,"is_image_followup_context":false,"store_categories_filter_count":0,"filtered_count":0,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777293261032}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":12,"message":"layway do you have it","action":"ask_clarification","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"other","classifier_follow_up_intent":"other"},"timestamp":1777293261032}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":12,"message":"if i saw something in your instagram story ow i buy it","is_image_followup_context":false,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":"other","follow_up_intent_after_classifier":"other","classifier_follow_up_intent":"other","categories_from_message_count":0,"message_specifies_store_product_details":false},"timestamp":1777293310347}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":12,"is_image_followup_context":false,"store_categories_filter_count":0,"filtered_count":0,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777293310372}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":12,"message":"if i saw something in your instagram story ow i buy it","action":"ask_clarification","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"other","classifier_follow_up_intent":"other"},"timestamp":1777293310373}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":12,"message":"i want to buy a diamond ring for my wife","is_image_followup_context":false,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":"another_option","follow_up_intent_after_classifier":"another_option","classifier_follow_up_intent":"another_option","categories_from_message_count":0,"message_specifies_store_product_details":false},"timestamp":1777293348046}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":12,"is_image_followup_context":false,"store_categories_filter_count":0,"filtered_count":0,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777293348061}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":12,"message":"i want to buy a diamond ring for my wife","action":"ask_clarification","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"another_option","classifier_follow_up_intent":"another_option"},"timestamp":1777293348061}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":12,"message":"how much","is_image_followup_context":true,"is_short_or_ambiguous_message":true,"follow_up_intent_from_memory":null,"follow_up_intent_after_classifier":"another_option","classifier_follow_up_intent":"another_option","categories_from_message_count":1,"message_specifies_store_product_details":false},"timestamp":1777293609500}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H2_routing_to_score_path","location":"WhatsAppBotContextForAiService.php:routing_decision","message":"routing_decision_state","data":{"conversation_id":12,"message":"how much","classifier_follow_up_intent":"another_option","effective_follow_up_intent":"another_option","follow_up_intent_for_select_best":"another_option","short_blocks_store_product_selection":false,"filtered_count":2,"is_explicit_product":false,"price_follow_up_active":false,"is_image_followup_context":true},"timestamp":1777293609520}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H3_selection_branch_null_product","location":"WhatsAppBotContextForAiService.php:selection_post_branch","message":"selection_branch_result","data":{"conversation_id":12,"message":"how much","selection_branch":"carousel_next","follow_up_intent_effective":"another_option","follow_up_intent_for_select_best":"another_option","is_another_option":true,"show_same_product_again":false,"short_blocks_store_product_selection":false,"filtered_count":2,"selected_product_id":4,"selected_has_media":true},"timestamp":1777293609521}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":12,"is_image_followup_context":true,"store_categories_filter_count":1,"filtered_count":2,"store_product_for_media_present":true,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777293609522}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":12,"message":"how much","action":"show_product_next","has_store_product_for_media":true,"store_product_for_media_id":4,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"another_option","classifier_follow_up_intent":"another_option"},"timestamp":1777293609524}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":12,"message":"how much this custom ring","is_image_followup_context":true,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":null,"follow_up_intent_after_classifier":"another_option","classifier_follow_up_intent":"another_option","categories_from_message_count":1,"message_specifies_store_product_details":false},"timestamp":1777293703010}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H2_routing_to_score_path","location":"WhatsAppBotContextForAiService.php:routing_decision","message":"routing_decision_state","data":{"conversation_id":12,"message":"how much this custom ring","classifier_follow_up_intent":"another_option","effective_follow_up_intent":"another_option","follow_up_intent_for_select_best":"another_option","short_blocks_store_product_selection":false,"filtered_count":1,"is_explicit_product":false,"price_follow_up_active":false,"is_image_followup_context":true},"timestamp":1777293703030}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H3_selection_branch_null_product","location":"WhatsAppBotContextForAiService.php:selection_post_branch","message":"selection_branch_result","data":{"conversation_id":12,"message":"how much this custom ring","selection_branch":"carousel_next","follow_up_intent_effective":"another_option","follow_up_intent_for_select_best":"another_option","is_another_option":true,"show_same_product_again":false,"short_blocks_store_product_selection":false,"filtered_count":1,"selected_product_id":11,"selected_has_media":true},"timestamp":1777293703033}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":12,"is_image_followup_context":true,"store_categories_filter_count":1,"filtered_count":1,"store_product_for_media_present":true,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777293703039}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":12,"message":"how much this custom ring","action":"show_product_next","has_store_product_for_media":true,"store_product_for_media_id":11,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"another_option","classifier_follow_up_intent":"another_option"},"timestamp":1777293703039}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":12,"message":"how much","is_image_followup_context":true,"is_short_or_ambiguous_message":true,"follow_up_intent_from_memory":null,"follow_up_intent_after_classifier":"another_option","classifier_follow_up_intent":"another_option","categories_from_message_count":1,"message_specifies_store_product_details":false},"timestamp":1777293783361}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H2_routing_to_score_path","location":"WhatsAppBotContextForAiService.php:routing_decision","message":"routing_decision_state","data":{"conversation_id":12,"message":"how much","classifier_follow_up_intent":"another_option","effective_follow_up_intent":"another_option","follow_up_intent_for_select_best":"another_option","short_blocks_store_product_selection":false,"filtered_count":1,"is_explicit_product":false,"price_follow_up_active":false,"is_image_followup_context":true},"timestamp":1777293783380}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H3_selection_branch_null_product","location":"WhatsAppBotContextForAiService.php:selection_post_branch","message":"selection_branch_result","data":{"conversation_id":12,"message":"how much","selection_branch":"carousel_next","follow_up_intent_effective":"another_option","follow_up_intent_for_select_best":"another_option","is_another_option":true,"show_same_product_again":false,"short_blocks_store_product_selection":false,"filtered_count":1,"selected_product_id":11,"selected_has_media":true},"timestamp":1777293783381}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":12,"is_image_followup_context":true,"store_categories_filter_count":1,"filtered_count":1,"store_product_for_media_present":true,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777293783383}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":12,"message":"how much","action":"show_product_next","has_store_product_for_media":true,"store_product_for_media_id":11,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"another_option","classifier_follow_up_intent":"another_option"},"timestamp":1777293783383}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":12,"message":"how much this custom ring","is_image_followup_context":true,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":null,"follow_up_intent_after_classifier":"another_option","classifier_follow_up_intent":"another_option","categories_from_message_count":1,"message_specifies_store_product_details":false},"timestamp":1777294042657}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H2_routing_to_score_path","location":"WhatsAppBotContextForAiService.php:routing_decision","message":"routing_decision_state","data":{"conversation_id":12,"message":"how much this custom ring","classifier_follow_up_intent":"another_option","effective_follow_up_intent":"another_option","follow_up_intent_for_select_best":"another_option","short_blocks_store_product_selection":false,"filtered_count":1,"is_explicit_product":false,"price_follow_up_active":false,"is_image_followup_context":true},"timestamp":1777294042670}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H3_selection_branch_null_product","location":"WhatsAppBotContextForAiService.php:selection_post_branch","message":"selection_branch_result","data":{"conversation_id":12,"message":"how much this custom ring","selection_branch":"carousel_next","follow_up_intent_effective":"another_option","follow_up_intent_for_select_best":"another_option","is_another_option":true,"show_same_product_again":false,"short_blocks_store_product_selection":false,"filtered_count":1,"selected_product_id":11,"selected_has_media":true},"timestamp":1777294042670}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":12,"message":"how much this custom ring","action":"contact","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":true,"follow_up_intent_before_final_decision":"another_option","classifier_follow_up_intent":"another_option"},"timestamp":1777294042672}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":12,"message":"how much","is_image_followup_context":true,"is_short_or_ambiguous_message":true,"follow_up_intent_from_memory":null,"follow_up_intent_after_classifier":"another_option","classifier_follow_up_intent":"another_option","categories_from_message_count":1,"message_specifies_store_product_details":false},"timestamp":1777294083149}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H2_routing_to_score_path","location":"WhatsAppBotContextForAiService.php:routing_decision","message":"routing_decision_state","data":{"conversation_id":12,"message":"how much","classifier_follow_up_intent":"another_option","effective_follow_up_intent":"another_option","follow_up_intent_for_select_best":"another_option","short_blocks_store_product_selection":false,"filtered_count":1,"is_explicit_product":false,"price_follow_up_active":false,"is_image_followup_context":true},"timestamp":1777294083165}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H3_selection_branch_null_product","location":"WhatsAppBotContextForAiService.php:selection_post_branch","message":"selection_branch_result","data":{"conversation_id":12,"message":"how much","selection_branch":"carousel_next","follow_up_intent_effective":"another_option","follow_up_intent_for_select_best":"another_option","is_another_option":true,"show_same_product_again":false,"short_blocks_store_product_selection":false,"filtered_count":1,"selected_product_id":11,"selected_has_media":true},"timestamp":1777294083166}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":12,"is_image_followup_context":true,"store_categories_filter_count":1,"filtered_count":1,"store_product_for_media_present":true,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777294083167}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":12,"message":"how much","action":"show_product_next","has_store_product_for_media":true,"store_product_for_media_id":11,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"another_option","classifier_follow_up_intent":"another_option"},"timestamp":1777294083168}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":12,"message":"HOW MUCH like this","is_image_followup_context":true,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":null,"follow_up_intent_after_classifier":"another_option","classifier_follow_up_intent":"another_option","categories_from_message_count":1,"message_specifies_store_product_details":false},"timestamp":1777297679842}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H2_routing_to_score_path","location":"WhatsAppBotContextForAiService.php:routing_decision","message":"routing_decision_state","data":{"conversation_id":12,"message":"HOW MUCH like this","classifier_follow_up_intent":"another_option","effective_follow_up_intent":"another_option","follow_up_intent_for_select_best":"another_option","short_blocks_store_product_selection":false,"filtered_count":2,"is_explicit_product":false,"price_follow_up_active":false,"is_image_followup_context":true},"timestamp":1777297679851}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H3_selection_branch_null_product","location":"WhatsAppBotContextForAiService.php:selection_post_branch","message":"selection_branch_result","data":{"conversation_id":12,"message":"HOW MUCH like this","selection_branch":"carousel_next","follow_up_intent_effective":"another_option","follow_up_intent_for_select_best":"another_option","is_another_option":true,"show_same_product_again":false,"short_blocks_store_product_selection":false,"filtered_count":2,"selected_product_id":4,"selected_has_media":true},"timestamp":1777297679852}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":12,"is_image_followup_context":true,"store_categories_filter_count":1,"filtered_count":2,"store_product_for_media_present":true,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777297679854}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":12,"message":"HOW MUCH like this","action":"show_product_next","has_store_product_for_media":true,"store_product_for_media_id":4,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"another_option","classifier_follow_up_intent":"another_option"},"timestamp":1777297679854}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":12,"message":"how much like this","is_image_followup_context":true,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":null,"follow_up_intent_after_classifier":"another_option","classifier_follow_up_intent":"another_option","categories_from_message_count":1,"message_specifies_store_product_details":false},"timestamp":1777297725556}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H2_routing_to_score_path","location":"WhatsAppBotContextForAiService.php:routing_decision","message":"routing_decision_state","data":{"conversation_id":12,"message":"how much like this","classifier_follow_up_intent":"another_option","effective_follow_up_intent":"another_option","follow_up_intent_for_select_best":"another_option","short_blocks_store_product_selection":false,"filtered_count":1,"is_explicit_product":false,"price_follow_up_active":false,"is_image_followup_context":true},"timestamp":1777297725570}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H3_selection_branch_null_product","location":"WhatsAppBotContextForAiService.php:selection_post_branch","message":"selection_branch_result","data":{"conversation_id":12,"message":"how much like this","selection_branch":"carousel_next","follow_up_intent_effective":"another_option","follow_up_intent_for_select_best":"another_option","is_another_option":true,"show_same_product_again":false,"short_blocks_store_product_selection":false,"filtered_count":1,"selected_product_id":11,"selected_has_media":true},"timestamp":1777297725570}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":12,"is_image_followup_context":true,"store_categories_filter_count":1,"filtered_count":1,"store_product_for_media_present":true,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777297725574}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":12,"message":"how much like this","action":"show_product_next","has_store_product_for_media":true,"store_product_for_media_id":11,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"another_option","classifier_follow_up_intent":"another_option"},"timestamp":1777297725574}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":12,"message":"how much this custom ring","is_image_followup_context":true,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":null,"follow_up_intent_after_classifier":"another_option","classifier_follow_up_intent":"another_option","categories_from_message_count":1,"message_specifies_store_product_details":false},"timestamp":1777297864023}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H2_routing_to_score_path","location":"WhatsAppBotContextForAiService.php:routing_decision","message":"routing_decision_state","data":{"conversation_id":12,"message":"how much this custom ring","classifier_follow_up_intent":"another_option","effective_follow_up_intent":"another_option","follow_up_intent_for_select_best":"another_option","short_blocks_store_product_selection":false,"filtered_count":1,"is_explicit_product":false,"price_follow_up_active":false,"is_image_followup_context":true},"timestamp":1777297864055}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H3_selection_branch_null_product","location":"WhatsAppBotContextForAiService.php:selection_post_branch","message":"selection_branch_result","data":{"conversation_id":12,"message":"how much this custom ring","selection_branch":"carousel_next","follow_up_intent_effective":"another_option","follow_up_intent_for_select_best":"another_option","is_another_option":true,"show_same_product_again":false,"short_blocks_store_product_selection":false,"filtered_count":1,"selected_product_id":11,"selected_has_media":true},"timestamp":1777297864056}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":12,"message":"how much this custom ring","action":"contact","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":true,"follow_up_intent_before_final_decision":"another_option","classifier_follow_up_intent":"another_option"},"timestamp":1777297864058}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":12,"message":"how this ring","is_image_followup_context":true,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":null,"follow_up_intent_after_classifier":"another_option","classifier_follow_up_intent":"another_option","categories_from_message_count":1,"message_specifies_store_product_details":false},"timestamp":1777297906052}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H2_routing_to_score_path","location":"WhatsAppBotContextForAiService.php:routing_decision","message":"routing_decision_state","data":{"conversation_id":12,"message":"how this ring","classifier_follow_up_intent":"another_option","effective_follow_up_intent":"another_option","follow_up_intent_for_select_best":"another_option","short_blocks_store_product_selection":false,"filtered_count":1,"is_explicit_product":false,"price_follow_up_active":false,"is_image_followup_context":true},"timestamp":1777297906072}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H3_selection_branch_null_product","location":"WhatsAppBotContextForAiService.php:selection_post_branch","message":"selection_branch_result","data":{"conversation_id":12,"message":"how this ring","selection_branch":"carousel_next","follow_up_intent_effective":"another_option","follow_up_intent_for_select_best":"another_option","is_another_option":true,"show_same_product_again":false,"short_blocks_store_product_selection":false,"filtered_count":1,"selected_product_id":11,"selected_has_media":true},"timestamp":1777297906072}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":12,"message":"how this ring","action":"contact","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":true,"follow_up_intent_before_final_decision":"another_option","classifier_follow_up_intent":"another_option"},"timestamp":1777297906074}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":12,"message":"how much","is_image_followup_context":true,"is_short_or_ambiguous_message":true,"follow_up_intent_from_memory":null,"follow_up_intent_after_classifier":"another_option","classifier_follow_up_intent":"another_option","categories_from_message_count":1,"message_specifies_store_product_details":false},"timestamp":1777298465614}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H2_routing_to_score_path","location":"WhatsAppBotContextForAiService.php:routing_decision","message":"routing_decision_state","data":{"conversation_id":12,"message":"how much","classifier_follow_up_intent":"another_option","effective_follow_up_intent":"another_option","follow_up_intent_for_select_best":"another_option","short_blocks_store_product_selection":false,"filtered_count":3,"is_explicit_product":false,"price_follow_up_active":false,"is_image_followup_context":true},"timestamp":1777298465650}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H3_selection_branch_null_product","location":"WhatsAppBotContextForAiService.php:selection_post_branch","message":"selection_branch_result","data":{"conversation_id":12,"message":"how much","selection_branch":"carousel_next","follow_up_intent_effective":"another_option","follow_up_intent_for_select_best":"another_option","is_another_option":true,"show_same_product_again":false,"short_blocks_store_product_selection":false,"filtered_count":3,"selected_product_id":6,"selected_has_media":true},"timestamp":1777298465650}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":12,"is_image_followup_context":true,"store_categories_filter_count":1,"filtered_count":3,"store_product_for_media_present":true,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777298465652}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":12,"message":"how much","action":"show_product_next","has_store_product_for_media":true,"store_product_for_media_id":6,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"another_option","classifier_follow_up_intent":"another_option"},"timestamp":1777298465652}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":12,"message":"how much somethig like this","is_image_followup_context":true,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":null,"follow_up_intent_after_classifier":"another_option","classifier_follow_up_intent":"another_option","categories_from_message_count":1,"message_specifies_store_product_details":false},"timestamp":1777298498982}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H2_routing_to_score_path","location":"WhatsAppBotContextForAiService.php:routing_decision","message":"routing_decision_state","data":{"conversation_id":12,"message":"how much somethig like this","classifier_follow_up_intent":"another_option","effective_follow_up_intent":"another_option","follow_up_intent_for_select_best":"another_option","short_blocks_store_product_selection":false,"filtered_count":1,"is_explicit_product":false,"price_follow_up_active":false,"is_image_followup_context":true},"timestamp":1777298499011}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H3_selection_branch_null_product","location":"WhatsAppBotContextForAiService.php:selection_post_branch","message":"selection_branch_result","data":{"conversation_id":12,"message":"how much somethig like this","selection_branch":"carousel_next","follow_up_intent_effective":"another_option","follow_up_intent_for_select_best":"another_option","is_another_option":true,"show_same_product_again":false,"short_blocks_store_product_selection":false,"filtered_count":1,"selected_product_id":11,"selected_has_media":true},"timestamp":1777298499012}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":12,"is_image_followup_context":true,"store_categories_filter_count":1,"filtered_count":1,"store_product_for_media_present":true,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777298499014}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":12,"message":"how much somethig like this","action":"contact","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":true,"follow_up_intent_before_final_decision":"another_option","classifier_follow_up_intent":"another_option"},"timestamp":1777298499014}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":12,"message":"how muich","is_image_followup_context":true,"is_short_or_ambiguous_message":true,"follow_up_intent_from_memory":null,"follow_up_intent_after_classifier":"another_option","classifier_follow_up_intent":"another_option","categories_from_message_count":1,"message_specifies_store_product_details":false},"timestamp":1777298527701}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H2_routing_to_score_path","location":"WhatsAppBotContextForAiService.php:routing_decision","message":"routing_decision_state","data":{"conversation_id":12,"message":"how muich","classifier_follow_up_intent":"another_option","effective_follow_up_intent":"another_option","follow_up_intent_for_select_best":"another_option","short_blocks_store_product_selection":false,"filtered_count":1,"is_explicit_product":false,"price_follow_up_active":false,"is_image_followup_context":true},"timestamp":1777298527733}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H3_selection_branch_null_product","location":"WhatsAppBotContextForAiService.php:selection_post_branch","message":"selection_branch_result","data":{"conversation_id":12,"message":"how muich","selection_branch":"carousel_next","follow_up_intent_effective":"another_option","follow_up_intent_for_select_best":"another_option","is_another_option":true,"show_same_product_again":false,"short_blocks_store_product_selection":false,"filtered_count":1,"selected_product_id":11,"selected_has_media":true},"timestamp":1777298527734}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":12,"is_image_followup_context":true,"store_categories_filter_count":1,"filtered_count":1,"store_product_for_media_present":true,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777298527736}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":12,"message":"how muich","action":"contact","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":true,"follow_up_intent_before_final_decision":"another_option","classifier_follow_up_intent":"another_option"},"timestamp":1777298527736}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":12,"message":"how much","is_image_followup_context":true,"is_short_or_ambiguous_message":true,"follow_up_intent_from_memory":null,"follow_up_intent_after_classifier":"another_option","classifier_follow_up_intent":"another_option","categories_from_message_count":1,"message_specifies_store_product_details":false},"timestamp":1777298583943}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H2_routing_to_score_path","location":"WhatsAppBotContextForAiService.php:routing_decision","message":"routing_decision_state","data":{"conversation_id":12,"message":"how much","classifier_follow_up_intent":"another_option","effective_follow_up_intent":"another_option","follow_up_intent_for_select_best":"another_option","short_blocks_store_product_selection":false,"filtered_count":1,"is_explicit_product":false,"price_follow_up_active":false,"is_image_followup_context":true},"timestamp":1777298583962}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H3_selection_branch_null_product","location":"WhatsAppBotContextForAiService.php:selection_post_branch","message":"selection_branch_result","data":{"conversation_id":12,"message":"how much","selection_branch":"carousel_next","follow_up_intent_effective":"another_option","follow_up_intent_for_select_best":"another_option","is_another_option":true,"show_same_product_again":false,"short_blocks_store_product_selection":false,"filtered_count":1,"selected_product_id":11,"selected_has_media":true},"timestamp":1777298583962}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":12,"is_image_followup_context":true,"store_categories_filter_count":1,"filtered_count":1,"store_product_for_media_present":true,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777298583964}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":12,"message":"how much","action":"contact","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":true,"follow_up_intent_before_final_decision":"another_option","classifier_follow_up_intent":"another_option"},"timestamp":1777298583965}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":12,"message":"custom ring","is_image_followup_context":true,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":null,"follow_up_intent_after_classifier":"another_option","classifier_follow_up_intent":"another_option","categories_from_message_count":1,"message_specifies_store_product_details":false},"timestamp":1777298597947}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H2_routing_to_score_path","location":"WhatsAppBotContextForAiService.php:routing_decision","message":"routing_decision_state","data":{"conversation_id":12,"message":"custom ring","classifier_follow_up_intent":"another_option","effective_follow_up_intent":"another_option","follow_up_intent_for_select_best":"another_option","short_blocks_store_product_selection":false,"filtered_count":1,"is_explicit_product":false,"price_follow_up_active":false,"is_image_followup_context":true},"timestamp":1777298597969}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H3_selection_branch_null_product","location":"WhatsAppBotContextForAiService.php:selection_post_branch","message":"selection_branch_result","data":{"conversation_id":12,"message":"custom ring","selection_branch":"carousel_next","follow_up_intent_effective":"another_option","follow_up_intent_for_select_best":"another_option","is_another_option":true,"show_same_product_again":false,"short_blocks_store_product_selection":false,"filtered_count":1,"selected_product_id":11,"selected_has_media":true},"timestamp":1777298597969}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":12,"message":"custom ring","action":"contact","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":true,"follow_up_intent_before_final_decision":"another_option","classifier_follow_up_intent":"another_option"},"timestamp":1777298597971}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":12,"message":"do you have custom chain","is_image_followup_context":false,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":null,"follow_up_intent_after_classifier":"another_option","classifier_follow_up_intent":"another_option","categories_from_message_count":1,"message_specifies_store_product_details":false},"timestamp":1777298638816}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H2_routing_to_score_path","location":"WhatsAppBotContextForAiService.php:routing_decision","message":"routing_decision_state","data":{"conversation_id":12,"message":"do you have custom chain","classifier_follow_up_intent":"another_option","effective_follow_up_intent":"another_option","follow_up_intent_for_select_best":"another_option","short_blocks_store_product_selection":false,"filtered_count":1,"is_explicit_product":false,"price_follow_up_active":false,"is_image_followup_context":false},"timestamp":1777298638837}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H3_selection_branch_null_product","location":"WhatsAppBotContextForAiService.php:selection_post_branch","message":"selection_branch_result","data":{"conversation_id":12,"message":"do you have custom chain","selection_branch":"carousel_next","follow_up_intent_effective":"another_option","follow_up_intent_for_select_best":"another_option","is_another_option":true,"show_same_product_again":false,"short_blocks_store_product_selection":false,"filtered_count":1,"selected_product_id":11,"selected_has_media":true},"timestamp":1777298638838}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":12,"is_image_followup_context":false,"store_categories_filter_count":1,"filtered_count":1,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":true},"timestamp":1777298638840}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":12,"message":"do you have custom chain","action":"contact","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":true,"follow_up_intent_before_final_decision":"another_option","classifier_follow_up_intent":"another_option"},"timestamp":1777298638841}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":12,"message":"custo diamond chain cuban link","is_image_followup_context":false,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":null,"follow_up_intent_after_classifier":"another_option","classifier_follow_up_intent":"another_option","categories_from_message_count":1,"message_specifies_store_product_details":false},"timestamp":1777298662876}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H2_routing_to_score_path","location":"WhatsAppBotContextForAiService.php:routing_decision","message":"routing_decision_state","data":{"conversation_id":12,"message":"custo diamond chain cuban link","classifier_follow_up_intent":"another_option","effective_follow_up_intent":"another_option","follow_up_intent_for_select_best":"another_option","short_blocks_store_product_selection":false,"filtered_count":1,"is_explicit_product":false,"price_follow_up_active":false,"is_image_followup_context":false},"timestamp":1777298662890}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H3_selection_branch_null_product","location":"WhatsAppBotContextForAiService.php:selection_post_branch","message":"selection_branch_result","data":{"conversation_id":12,"message":"custo diamond chain cuban link","selection_branch":"carousel_next","follow_up_intent_effective":"another_option","follow_up_intent_for_select_best":"another_option","is_another_option":true,"show_same_product_again":false,"short_blocks_store_product_selection":false,"filtered_count":1,"selected_product_id":11,"selected_has_media":true},"timestamp":1777298662891}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":12,"is_image_followup_context":false,"store_categories_filter_count":1,"filtered_count":1,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":true},"timestamp":1777298662892}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":12,"message":"custo diamond chain cuban link","action":"contact","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":true,"follow_up_intent_before_final_decision":"another_option","classifier_follow_up_intent":"another_option"},"timestamp":1777298662892}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":702,"message":"Hru","is_image_followup_context":false,"is_short_or_ambiguous_message":true,"follow_up_intent_from_memory":"other","follow_up_intent_after_classifier":"other","classifier_follow_up_intent":"other","categories_from_message_count":0,"message_specifies_store_product_details":false},"timestamp":1777299884073}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":702,"is_image_followup_context":false,"store_categories_filter_count":0,"filtered_count":0,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777299884094}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":702,"message":"Hru","action":"ask_clarification","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"other","classifier_follow_up_intent":"other"},"timestamp":1777299884094}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":12,"message":"how much","is_image_followup_context":true,"is_short_or_ambiguous_message":true,"follow_up_intent_from_memory":null,"follow_up_intent_after_classifier":"another_option","classifier_follow_up_intent":"another_option","categories_from_message_count":1,"message_specifies_store_product_details":false},"timestamp":1777301003937}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H2_routing_to_score_path","location":"WhatsAppBotContextForAiService.php:routing_decision","message":"routing_decision_state","data":{"conversation_id":12,"message":"how much","classifier_follow_up_intent":"another_option","effective_follow_up_intent":"another_option","follow_up_intent_for_select_best":"another_option","short_blocks_store_product_selection":false,"filtered_count":1,"is_explicit_product":false,"price_follow_up_active":false,"is_image_followup_context":true},"timestamp":1777301003950}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H3_selection_branch_null_product","location":"WhatsAppBotContextForAiService.php:selection_post_branch","message":"selection_branch_result","data":{"conversation_id":12,"message":"how much","selection_branch":"carousel_next","follow_up_intent_effective":"another_option","follow_up_intent_for_select_best":"another_option","is_another_option":true,"show_same_product_again":false,"short_blocks_store_product_selection":false,"filtered_count":1,"selected_product_id":11,"selected_has_media":true},"timestamp":1777301003951}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":12,"is_image_followup_context":true,"store_categories_filter_count":1,"filtered_count":1,"store_product_for_media_present":true,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777301003956}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":12,"message":"how much","action":"contact","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":true,"follow_up_intent_before_final_decision":"another_option","classifier_follow_up_intent":"another_option"},"timestamp":1777301003957}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":12,"message":"is a custom ring","is_image_followup_context":true,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":null,"follow_up_intent_after_classifier":"another_option","classifier_follow_up_intent":"another_option","categories_from_message_count":1,"message_specifies_store_product_details":false},"timestamp":1777301021751}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H2_routing_to_score_path","location":"WhatsAppBotContextForAiService.php:routing_decision","message":"routing_decision_state","data":{"conversation_id":12,"message":"is a custom ring","classifier_follow_up_intent":"another_option","effective_follow_up_intent":"another_option","follow_up_intent_for_select_best":"another_option","short_blocks_store_product_selection":false,"filtered_count":1,"is_explicit_product":false,"price_follow_up_active":false,"is_image_followup_context":true},"timestamp":1777301021771}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H3_selection_branch_null_product","location":"WhatsAppBotContextForAiService.php:selection_post_branch","message":"selection_branch_result","data":{"conversation_id":12,"message":"is a custom ring","selection_branch":"carousel_next","follow_up_intent_effective":"another_option","follow_up_intent_for_select_best":"another_option","is_another_option":true,"show_same_product_again":false,"short_blocks_store_product_selection":false,"filtered_count":1,"selected_product_id":11,"selected_has_media":true},"timestamp":1777301021772}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":12,"message":"is a custom ring","action":"contact","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":true,"follow_up_intent_before_final_decision":"another_option","classifier_follow_up_intent":"another_option"},"timestamp":1777301021773}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":12,"message":"how much can you tell me","is_image_followup_context":false,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":null,"follow_up_intent_after_classifier":"other","classifier_follow_up_intent":"other","categories_from_message_count":0,"message_specifies_store_product_details":false},"timestamp":1777301034540}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":12,"is_image_followup_context":false,"store_categories_filter_count":0,"filtered_count":0,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777301034560}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":12,"message":"how much can you tell me","action":"ask_clarification","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"other","classifier_follow_up_intent":"other"},"timestamp":1777301034560}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":676,"message":"How much?","is_image_followup_context":false,"is_short_or_ambiguous_message":true,"follow_up_intent_from_memory":"another_option","follow_up_intent_after_classifier":"another_option","classifier_follow_up_intent":"another_option","categories_from_message_count":0,"message_specifies_store_product_details":false},"timestamp":1777301292721}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":676,"is_image_followup_context":false,"store_categories_filter_count":0,"filtered_count":0,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777301292734}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":676,"message":"How much?","action":"ask_clarification","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"another_option","classifier_follow_up_intent":"another_option"},"timestamp":1777301292735}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":12,"message":"how much this piece more less","is_image_followup_context":true,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":null,"follow_up_intent_after_classifier":"another_option","classifier_follow_up_intent":"another_option","categories_from_message_count":1,"message_specifies_store_product_details":false},"timestamp":1777303782840}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H2_routing_to_score_path","location":"WhatsAppBotContextForAiService.php:routing_decision","message":"routing_decision_state","data":{"conversation_id":12,"message":"how much this piece more less","classifier_follow_up_intent":"another_option","effective_follow_up_intent":"another_option","follow_up_intent_for_select_best":"another_option","short_blocks_store_product_selection":false,"filtered_count":1,"is_explicit_product":false,"price_follow_up_active":false,"is_image_followup_context":true},"timestamp":1777303782865}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H3_selection_branch_null_product","location":"WhatsAppBotContextForAiService.php:selection_post_branch","message":"selection_branch_result","data":{"conversation_id":12,"message":"how much this piece more less","selection_branch":"carousel_next","follow_up_intent_effective":"another_option","follow_up_intent_for_select_best":"another_option","is_another_option":true,"show_same_product_again":false,"short_blocks_store_product_selection":false,"filtered_count":1,"selected_product_id":11,"selected_has_media":true},"timestamp":1777303782866}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":12,"is_image_followup_context":true,"store_categories_filter_count":1,"filtered_count":1,"store_product_for_media_present":true,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777303782868}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":12,"message":"how much this piece more less","action":"contact","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":true,"follow_up_intent_before_final_decision":"another_option","classifier_follow_up_intent":"another_option"},"timestamp":1777303782868}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":12,"message":"this is a custom name","is_image_followup_context":true,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":null,"follow_up_intent_after_classifier":"another_option","classifier_follow_up_intent":"another_option","categories_from_message_count":1,"message_specifies_store_product_details":false},"timestamp":1777303807480}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H2_routing_to_score_path","location":"WhatsAppBotContextForAiService.php:routing_decision","message":"routing_decision_state","data":{"conversation_id":12,"message":"this is a custom name","classifier_follow_up_intent":"another_option","effective_follow_up_intent":"another_option","follow_up_intent_for_select_best":"another_option","short_blocks_store_product_selection":false,"filtered_count":1,"is_explicit_product":false,"price_follow_up_active":false,"is_image_followup_context":true},"timestamp":1777303807502}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H3_selection_branch_null_product","location":"WhatsAppBotContextForAiService.php:selection_post_branch","message":"selection_branch_result","data":{"conversation_id":12,"message":"this is a custom name","selection_branch":"carousel_next","follow_up_intent_effective":"another_option","follow_up_intent_for_select_best":"another_option","is_another_option":true,"show_same_product_again":false,"short_blocks_store_product_selection":false,"filtered_count":1,"selected_product_id":11,"selected_has_media":true},"timestamp":1777303807503}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":12,"is_image_followup_context":true,"store_categories_filter_count":1,"filtered_count":1,"store_product_for_media_present":true,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777303807505}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":12,"message":"this is a custom name","action":"contact","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":true,"follow_up_intent_before_final_decision":"another_option","classifier_follow_up_intent":"another_option"},"timestamp":1777303807505}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":12,"message":"ahow much this custom name","is_image_followup_context":true,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":null,"follow_up_intent_after_classifier":"another_option","classifier_follow_up_intent":"another_option","categories_from_message_count":1,"message_specifies_store_product_details":false},"timestamp":1777304098324}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H2_routing_to_score_path","location":"WhatsAppBotContextForAiService.php:routing_decision","message":"routing_decision_state","data":{"conversation_id":12,"message":"ahow much this custom name","classifier_follow_up_intent":"another_option","effective_follow_up_intent":"another_option","follow_up_intent_for_select_best":"another_option","short_blocks_store_product_selection":false,"filtered_count":1,"is_explicit_product":false,"price_follow_up_active":false,"is_image_followup_context":true},"timestamp":1777304098370}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H3_selection_branch_null_product","location":"WhatsAppBotContextForAiService.php:selection_post_branch","message":"selection_branch_result","data":{"conversation_id":12,"message":"ahow much this custom name","selection_branch":"carousel_next","follow_up_intent_effective":"another_option","follow_up_intent_for_select_best":"another_option","is_another_option":true,"show_same_product_again":false,"short_blocks_store_product_selection":false,"filtered_count":1,"selected_product_id":11,"selected_has_media":true},"timestamp":1777304098372}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":12,"is_image_followup_context":true,"store_categories_filter_count":1,"filtered_count":1,"store_product_for_media_present":true,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777304098375}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":12,"message":"ahow much this custom name","action":"contact","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":true,"follow_up_intent_before_final_decision":"another_option","classifier_follow_up_intent":"another_option"},"timestamp":1777304098375}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":12,"message":"is not the chain is a custom name","is_image_followup_context":true,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":null,"follow_up_intent_after_classifier":"another_option","classifier_follow_up_intent":"another_option","categories_from_message_count":1,"message_specifies_store_product_details":false},"timestamp":1777304123617}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H2_routing_to_score_path","location":"WhatsAppBotContextForAiService.php:routing_decision","message":"routing_decision_state","data":{"conversation_id":12,"message":"is not the chain is a custom name","classifier_follow_up_intent":"another_option","effective_follow_up_intent":"another_option","follow_up_intent_for_select_best":"another_option","short_blocks_store_product_selection":false,"filtered_count":1,"is_explicit_product":false,"price_follow_up_active":false,"is_image_followup_context":true},"timestamp":1777304123645}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H3_selection_branch_null_product","location":"WhatsAppBotContextForAiService.php:selection_post_branch","message":"selection_branch_result","data":{"conversation_id":12,"message":"is not the chain is a custom name","selection_branch":"carousel_next","follow_up_intent_effective":"another_option","follow_up_intent_for_select_best":"another_option","is_another_option":true,"show_same_product_again":false,"short_blocks_store_product_selection":false,"filtered_count":1,"selected_product_id":11,"selected_has_media":true},"timestamp":1777304123646}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":12,"is_image_followup_context":true,"store_categories_filter_count":1,"filtered_count":1,"store_product_for_media_present":true,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777304123648}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":12,"message":"is not the chain is a custom name","action":"contact","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":true,"follow_up_intent_before_final_decision":"another_option","classifier_follow_up_intent":"another_option"},"timestamp":1777304123648}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":12,"message":"how much","is_image_followup_context":true,"is_short_or_ambiguous_message":true,"follow_up_intent_from_memory":null,"follow_up_intent_after_classifier":"another_option","classifier_follow_up_intent":"another_option","categories_from_message_count":1,"message_specifies_store_product_details":false},"timestamp":1777304242664}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H2_routing_to_score_path","location":"WhatsAppBotContextForAiService.php:routing_decision","message":"routing_decision_state","data":{"conversation_id":12,"message":"how much","classifier_follow_up_intent":"another_option","effective_follow_up_intent":"another_option","follow_up_intent_for_select_best":"another_option","short_blocks_store_product_selection":false,"filtered_count":1,"is_explicit_product":false,"price_follow_up_active":false,"is_image_followup_context":true},"timestamp":1777304242688}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H3_selection_branch_null_product","location":"WhatsAppBotContextForAiService.php:selection_post_branch","message":"selection_branch_result","data":{"conversation_id":12,"message":"how much","selection_branch":"carousel_next","follow_up_intent_effective":"another_option","follow_up_intent_for_select_best":"another_option","is_another_option":true,"show_same_product_again":false,"short_blocks_store_product_selection":false,"filtered_count":1,"selected_product_id":11,"selected_has_media":true},"timestamp":1777304242691}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":12,"is_image_followup_context":true,"store_categories_filter_count":1,"filtered_count":1,"store_product_for_media_present":true,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777304242693}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":12,"message":"how much","action":"contact","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":true,"follow_up_intent_before_final_decision":"another_option","classifier_follow_up_intent":"another_option"},"timestamp":1777304242696}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":12,"message":"how much something like this","is_image_followup_context":true,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":null,"follow_up_intent_after_classifier":"another_option","classifier_follow_up_intent":"another_option","categories_from_message_count":1,"message_specifies_store_product_details":false},"timestamp":1777304287044}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H2_routing_to_score_path","location":"WhatsAppBotContextForAiService.php:routing_decision","message":"routing_decision_state","data":{"conversation_id":12,"message":"how much something like this","classifier_follow_up_intent":"another_option","effective_follow_up_intent":"another_option","follow_up_intent_for_select_best":"another_option","short_blocks_store_product_selection":false,"filtered_count":1,"is_explicit_product":false,"price_follow_up_active":false,"is_image_followup_context":true},"timestamp":1777304287085}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H3_selection_branch_null_product","location":"WhatsAppBotContextForAiService.php:selection_post_branch","message":"selection_branch_result","data":{"conversation_id":12,"message":"how much something like this","selection_branch":"carousel_next","follow_up_intent_effective":"another_option","follow_up_intent_for_select_best":"another_option","is_another_option":true,"show_same_product_again":false,"short_blocks_store_product_selection":false,"filtered_count":1,"selected_product_id":11,"selected_has_media":true},"timestamp":1777304287086}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":12,"is_image_followup_context":true,"store_categories_filter_count":1,"filtered_count":1,"store_product_for_media_present":true,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777304287089}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":12,"message":"how much something like this","action":"contact","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":true,"follow_up_intent_before_final_decision":"another_option","classifier_follow_up_intent":"another_option"},"timestamp":1777304287090}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":12,"message":"how much","is_image_followup_context":true,"is_short_or_ambiguous_message":true,"follow_up_intent_from_memory":null,"follow_up_intent_after_classifier":"another_option","classifier_follow_up_intent":"another_option","categories_from_message_count":1,"message_specifies_store_product_details":false},"timestamp":1777305986175}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H2_routing_to_score_path","location":"WhatsAppBotContextForAiService.php:routing_decision","message":"routing_decision_state","data":{"conversation_id":12,"message":"how much","classifier_follow_up_intent":"another_option","effective_follow_up_intent":"another_option","follow_up_intent_for_select_best":"another_option","short_blocks_store_product_selection":false,"filtered_count":3,"is_explicit_product":false,"price_follow_up_active":false,"is_image_followup_context":true},"timestamp":1777305986211}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H3_selection_branch_null_product","location":"WhatsAppBotContextForAiService.php:selection_post_branch","message":"selection_branch_result","data":{"conversation_id":12,"message":"how much","selection_branch":"carousel_next","follow_up_intent_effective":"another_option","follow_up_intent_for_select_best":"another_option","is_another_option":true,"show_same_product_again":false,"short_blocks_store_product_selection":false,"filtered_count":3,"selected_product_id":6,"selected_has_media":true},"timestamp":1777305986212}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":12,"is_image_followup_context":true,"store_categories_filter_count":1,"filtered_count":3,"store_product_for_media_present":true,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777305986216}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":12,"message":"how much","action":"show_product_next","has_store_product_for_media":true,"store_product_for_media_id":6,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"another_option","classifier_follow_up_intent":"another_option"},"timestamp":1777305986218}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":12,"message":"how much somethis like this","is_image_followup_context":true,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":null,"follow_up_intent_after_classifier":"another_option","classifier_follow_up_intent":"another_option","categories_from_message_count":1,"message_specifies_store_product_details":false},"timestamp":1777306034077}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H2_routing_to_score_path","location":"WhatsAppBotContextForAiService.php:routing_decision","message":"routing_decision_state","data":{"conversation_id":12,"message":"how much somethis like this","classifier_follow_up_intent":"another_option","effective_follow_up_intent":"another_option","follow_up_intent_for_select_best":"another_option","short_blocks_store_product_selection":false,"filtered_count":1,"is_explicit_product":false,"price_follow_up_active":false,"is_image_followup_context":true},"timestamp":1777306034101}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H3_selection_branch_null_product","location":"WhatsAppBotContextForAiService.php:selection_post_branch","message":"selection_branch_result","data":{"conversation_id":12,"message":"how much somethis like this","selection_branch":"carousel_next","follow_up_intent_effective":"another_option","follow_up_intent_for_select_best":"another_option","is_another_option":true,"show_same_product_again":false,"short_blocks_store_product_selection":false,"filtered_count":1,"selected_product_id":11,"selected_has_media":true},"timestamp":1777306034102}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":12,"is_image_followup_context":true,"store_categories_filter_count":1,"filtered_count":1,"store_product_for_media_present":true,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777306034106}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":12,"message":"how much somethis like this","action":"contact","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":true,"follow_up_intent_before_final_decision":"another_option","classifier_follow_up_intent":"another_option"},"timestamp":1777306034107}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":12,"message":"this a a custom name","is_image_followup_context":true,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":null,"follow_up_intent_after_classifier":"another_option","classifier_follow_up_intent":"another_option","categories_from_message_count":1,"message_specifies_store_product_details":false},"timestamp":1777306052043}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H2_routing_to_score_path","location":"WhatsAppBotContextForAiService.php:routing_decision","message":"routing_decision_state","data":{"conversation_id":12,"message":"this a a custom name","classifier_follow_up_intent":"another_option","effective_follow_up_intent":"another_option","follow_up_intent_for_select_best":"another_option","short_blocks_store_product_selection":false,"filtered_count":1,"is_explicit_product":false,"price_follow_up_active":false,"is_image_followup_context":true},"timestamp":1777306052076}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H3_selection_branch_null_product","location":"WhatsAppBotContextForAiService.php:selection_post_branch","message":"selection_branch_result","data":{"conversation_id":12,"message":"this a a custom name","selection_branch":"carousel_next","follow_up_intent_effective":"another_option","follow_up_intent_for_select_best":"another_option","is_another_option":true,"show_same_product_again":false,"short_blocks_store_product_selection":false,"filtered_count":1,"selected_product_id":11,"selected_has_media":true},"timestamp":1777306052076}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":12,"is_image_followup_context":true,"store_categories_filter_count":1,"filtered_count":1,"store_product_for_media_present":true,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777306052078}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":12,"message":"this a a custom name","action":"contact","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":true,"follow_up_intent_before_final_decision":"another_option","classifier_follow_up_intent":"another_option"},"timestamp":1777306052079}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":12,"message":"how much","is_image_followup_context":true,"is_short_or_ambiguous_message":true,"follow_up_intent_from_memory":null,"follow_up_intent_after_classifier":"another_option","classifier_follow_up_intent":"another_option","categories_from_message_count":1,"message_specifies_store_product_details":false},"timestamp":1777306177632}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H2_routing_to_score_path","location":"WhatsAppBotContextForAiService.php:routing_decision","message":"routing_decision_state","data":{"conversation_id":12,"message":"how much","classifier_follow_up_intent":"another_option","effective_follow_up_intent":"another_option","follow_up_intent_for_select_best":"another_option","short_blocks_store_product_selection":false,"filtered_count":1,"is_explicit_product":false,"price_follow_up_active":false,"is_image_followup_context":true},"timestamp":1777306177666}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H3_selection_branch_null_product","location":"WhatsAppBotContextForAiService.php:selection_post_branch","message":"selection_branch_result","data":{"conversation_id":12,"message":"how much","selection_branch":"carousel_next","follow_up_intent_effective":"another_option","follow_up_intent_for_select_best":"another_option","is_another_option":true,"show_same_product_again":false,"short_blocks_store_product_selection":false,"filtered_count":1,"selected_product_id":11,"selected_has_media":true},"timestamp":1777306177667}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":12,"is_image_followup_context":true,"store_categories_filter_count":1,"filtered_count":1,"store_product_for_media_present":true,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777306177669}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":12,"message":"how much","action":"contact","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":true,"follow_up_intent_before_final_decision":"another_option","classifier_follow_up_intent":"another_option"},"timestamp":1777306177671}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":12,"message":"how much this piee","is_image_followup_context":true,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":null,"follow_up_intent_after_classifier":"another_option","classifier_follow_up_intent":"another_option","categories_from_message_count":1,"message_specifies_store_product_details":false},"timestamp":1777306199131}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H2_routing_to_score_path","location":"WhatsAppBotContextForAiService.php:routing_decision","message":"routing_decision_state","data":{"conversation_id":12,"message":"how much this piee","classifier_follow_up_intent":"another_option","effective_follow_up_intent":"another_option","follow_up_intent_for_select_best":"another_option","short_blocks_store_product_selection":false,"filtered_count":1,"is_explicit_product":false,"price_follow_up_active":false,"is_image_followup_context":true},"timestamp":1777306199145}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H3_selection_branch_null_product","location":"WhatsAppBotContextForAiService.php:selection_post_branch","message":"selection_branch_result","data":{"conversation_id":12,"message":"how much this piee","selection_branch":"carousel_next","follow_up_intent_effective":"another_option","follow_up_intent_for_select_best":"another_option","is_another_option":true,"show_same_product_again":false,"short_blocks_store_product_selection":false,"filtered_count":1,"selected_product_id":11,"selected_has_media":true},"timestamp":1777306199146}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":12,"is_image_followup_context":true,"store_categories_filter_count":1,"filtered_count":1,"store_product_for_media_present":true,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777306199148}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":12,"message":"how much this piee","action":"contact","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":true,"follow_up_intent_before_final_decision":"another_option","classifier_follow_up_intent":"another_option"},"timestamp":1777306199148}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":489,"message":"yoo","is_image_followup_context":false,"is_short_or_ambiguous_message":true,"follow_up_intent_from_memory":null,"follow_up_intent_after_classifier":"other","classifier_follow_up_intent":"other","categories_from_message_count":0,"message_specifies_store_product_details":false},"timestamp":1777306979243}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":489,"is_image_followup_context":false,"store_categories_filter_count":0,"filtered_count":0,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777306979267}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":489,"message":"yoo","action":"ask_clarification","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"other","classifier_follow_up_intent":"other"},"timestamp":1777306979267}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":12,"message":"how much somethis like this","is_image_followup_context":true,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":null,"follow_up_intent_after_classifier":"another_option","classifier_follow_up_intent":"another_option","categories_from_message_count":1,"message_specifies_store_product_details":false},"timestamp":1777307225085}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H2_routing_to_score_path","location":"WhatsAppBotContextForAiService.php:routing_decision","message":"routing_decision_state","data":{"conversation_id":12,"message":"how much somethis like this","classifier_follow_up_intent":"another_option","effective_follow_up_intent":"another_option","follow_up_intent_for_select_best":"another_option","short_blocks_store_product_selection":false,"filtered_count":1,"is_explicit_product":false,"price_follow_up_active":false,"is_image_followup_context":true},"timestamp":1777307225122}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H3_selection_branch_null_product","location":"WhatsAppBotContextForAiService.php:selection_post_branch","message":"selection_branch_result","data":{"conversation_id":12,"message":"how much somethis like this","selection_branch":"carousel_next","follow_up_intent_effective":"another_option","follow_up_intent_for_select_best":"another_option","is_another_option":true,"show_same_product_again":false,"short_blocks_store_product_selection":false,"filtered_count":1,"selected_product_id":11,"selected_has_media":true},"timestamp":1777307225123}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":12,"is_image_followup_context":true,"store_categories_filter_count":1,"filtered_count":1,"store_product_for_media_present":true,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777307225125}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":12,"message":"how much somethis like this","action":"show_product_next","has_store_product_for_media":true,"store_product_for_media_id":11,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"another_option","classifier_follow_up_intent":"another_option"},"timestamp":1777307225125}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":12,"message":"thanks","is_image_followup_context":true,"is_short_or_ambiguous_message":true,"follow_up_intent_from_memory":null,"follow_up_intent_after_classifier":"other","classifier_follow_up_intent":"other","categories_from_message_count":1,"message_specifies_store_product_details":false},"timestamp":1777307251514}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H2_routing_to_score_path","location":"WhatsAppBotContextForAiService.php:routing_decision","message":"routing_decision_state","data":{"conversation_id":12,"message":"thanks","classifier_follow_up_intent":"other","effective_follow_up_intent":"media","follow_up_intent_for_select_best":"other","short_blocks_store_product_selection":false,"filtered_count":1,"is_explicit_product":false,"price_follow_up_active":false,"is_image_followup_context":true},"timestamp":1777307251538}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H3_selection_branch_null_product","location":"WhatsAppBotContextForAiService.php:selection_post_branch","message":"selection_branch_result","data":{"conversation_id":12,"message":"thanks","selection_branch":"score_primary","follow_up_intent_effective":"media","follow_up_intent_for_select_best":"other","is_another_option":false,"show_same_product_again":false,"short_blocks_store_product_selection":false,"filtered_count":1,"selected_product_id":null,"selected_has_media":false},"timestamp":1777307251540}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":12,"is_image_followup_context":true,"store_categories_filter_count":1,"filtered_count":1,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777307251541}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":12,"message":"thanks","action":"ask_clarification","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"media","classifier_follow_up_intent":"other"},"timestamp":1777307251541}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":12,"message":"how much something like this","is_image_followup_context":true,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":null,"follow_up_intent_after_classifier":"another_option","classifier_follow_up_intent":"another_option","categories_from_message_count":1,"message_specifies_store_product_details":false},"timestamp":1777307280443}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H2_routing_to_score_path","location":"WhatsAppBotContextForAiService.php:routing_decision","message":"routing_decision_state","data":{"conversation_id":12,"message":"how much something like this","classifier_follow_up_intent":"another_option","effective_follow_up_intent":"another_option","follow_up_intent_for_select_best":"another_option","short_blocks_store_product_selection":false,"filtered_count":1,"is_explicit_product":false,"price_follow_up_active":false,"is_image_followup_context":true},"timestamp":1777307280481}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H3_selection_branch_null_product","location":"WhatsAppBotContextForAiService.php:selection_post_branch","message":"selection_branch_result","data":{"conversation_id":12,"message":"how much something like this","selection_branch":"carousel_next","follow_up_intent_effective":"another_option","follow_up_intent_for_select_best":"another_option","is_another_option":true,"show_same_product_again":false,"short_blocks_store_product_selection":false,"filtered_count":1,"selected_product_id":11,"selected_has_media":true},"timestamp":1777307280483}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":12,"is_image_followup_context":true,"store_categories_filter_count":1,"filtered_count":1,"store_product_for_media_present":true,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777307280485}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":12,"message":"how much something like this","action":"show_product_next","has_store_product_for_media":true,"store_product_for_media_id":11,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"another_option","classifier_follow_up_intent":"another_option"},"timestamp":1777307280486}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":12,"message":"how much","is_image_followup_context":true,"is_short_or_ambiguous_message":true,"follow_up_intent_from_memory":null,"follow_up_intent_after_classifier":"another_option","classifier_follow_up_intent":"another_option","categories_from_message_count":1,"message_specifies_store_product_details":false},"timestamp":1777308078565}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H2_routing_to_score_path","location":"WhatsAppBotContextForAiService.php:routing_decision","message":"routing_decision_state","data":{"conversation_id":12,"message":"how much","classifier_follow_up_intent":"another_option","effective_follow_up_intent":"another_option","follow_up_intent_for_select_best":"another_option","short_blocks_store_product_selection":false,"filtered_count":1,"is_explicit_product":false,"price_follow_up_active":false,"is_image_followup_context":true},"timestamp":1777308078589}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H3_selection_branch_null_product","location":"WhatsAppBotContextForAiService.php:selection_post_branch","message":"selection_branch_result","data":{"conversation_id":12,"message":"how much","selection_branch":"carousel_next","follow_up_intent_effective":"another_option","follow_up_intent_for_select_best":"another_option","is_another_option":true,"show_same_product_again":false,"short_blocks_store_product_selection":false,"filtered_count":1,"selected_product_id":11,"selected_has_media":true},"timestamp":1777308078590}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":12,"is_image_followup_context":true,"store_categories_filter_count":1,"filtered_count":1,"store_product_for_media_present":true,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777308078598}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":12,"message":"how much","action":"contact","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":true,"follow_up_intent_before_final_decision":"another_option","classifier_follow_up_intent":"another_option"},"timestamp":1777308078599}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":12,"message":"justtell me ow much for this custom ring","is_image_followup_context":true,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":null,"follow_up_intent_after_classifier":"another_option","classifier_follow_up_intent":"another_option","categories_from_message_count":1,"message_specifies_store_product_details":false},"timestamp":1777308108412}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H2_routing_to_score_path","location":"WhatsAppBotContextForAiService.php:routing_decision","message":"routing_decision_state","data":{"conversation_id":12,"message":"justtell me ow much for this custom ring","classifier_follow_up_intent":"another_option","effective_follow_up_intent":"another_option","follow_up_intent_for_select_best":"another_option","short_blocks_store_product_selection":false,"filtered_count":1,"is_explicit_product":false,"price_follow_up_active":false,"is_image_followup_context":true},"timestamp":1777308108433}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H3_selection_branch_null_product","location":"WhatsAppBotContextForAiService.php:selection_post_branch","message":"selection_branch_result","data":{"conversation_id":12,"message":"justtell me ow much for this custom ring","selection_branch":"carousel_next","follow_up_intent_effective":"another_option","follow_up_intent_for_select_best":"another_option","is_another_option":true,"show_same_product_again":false,"short_blocks_store_product_selection":false,"filtered_count":1,"selected_product_id":11,"selected_has_media":true},"timestamp":1777308108434}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":12,"message":"justtell me ow much for this custom ring","action":"contact","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":true,"follow_up_intent_before_final_decision":"another_option","classifier_follow_up_intent":"another_option"},"timestamp":1777308108436}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":12,"message":"how much something like this","is_image_followup_context":true,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":null,"follow_up_intent_after_classifier":"another_option","classifier_follow_up_intent":"another_option","categories_from_message_count":0,"message_specifies_store_product_details":false},"timestamp":1777308146931}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":12,"is_image_followup_context":true,"store_categories_filter_count":0,"filtered_count":0,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777308146956}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":12,"message":"how much something like this","action":"ask_clarification","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"another_option","classifier_follow_up_intent":"another_option"},"timestamp":1777308146958}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":12,"message":"how much","is_image_followup_context":true,"is_short_or_ambiguous_message":true,"follow_up_intent_from_memory":null,"follow_up_intent_after_classifier":"another_option","classifier_follow_up_intent":"another_option","categories_from_message_count":1,"message_specifies_store_product_details":false},"timestamp":1777308184005}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H2_routing_to_score_path","location":"WhatsAppBotContextForAiService.php:routing_decision","message":"routing_decision_state","data":{"conversation_id":12,"message":"how much","classifier_follow_up_intent":"another_option","effective_follow_up_intent":"another_option","follow_up_intent_for_select_best":"another_option","short_blocks_store_product_selection":false,"filtered_count":3,"is_explicit_product":false,"price_follow_up_active":false,"is_image_followup_context":true},"timestamp":1777308184038}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H3_selection_branch_null_product","location":"WhatsAppBotContextForAiService.php:selection_post_branch","message":"selection_branch_result","data":{"conversation_id":12,"message":"how much","selection_branch":"carousel_next","follow_up_intent_effective":"another_option","follow_up_intent_for_select_best":"another_option","is_another_option":true,"show_same_product_again":false,"short_blocks_store_product_selection":false,"filtered_count":3,"selected_product_id":6,"selected_has_media":true},"timestamp":1777308184039}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":12,"is_image_followup_context":true,"store_categories_filter_count":1,"filtered_count":3,"store_product_for_media_present":true,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777308184041}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":12,"message":"how much","action":"show_product_next","has_store_product_for_media":true,"store_product_for_media_id":6,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"another_option","classifier_follow_up_intent":"another_option"},"timestamp":1777308184041}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":12,"message":"do you have it 2tone","is_image_followup_context":true,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":null,"follow_up_intent_after_classifier":"another_option","classifier_follow_up_intent":"another_option","categories_from_message_count":1,"message_specifies_store_product_details":false},"timestamp":1777308203097}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H2_routing_to_score_path","location":"WhatsAppBotContextForAiService.php:routing_decision","message":"routing_decision_state","data":{"conversation_id":12,"message":"do you have it 2tone","classifier_follow_up_intent":"another_option","effective_follow_up_intent":"another_option","follow_up_intent_for_select_best":"another_option","short_blocks_store_product_selection":false,"filtered_count":3,"is_explicit_product":false,"price_follow_up_active":false,"is_image_followup_context":true},"timestamp":1777308203116}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H3_selection_branch_null_product","location":"WhatsAppBotContextForAiService.php:selection_post_branch","message":"selection_branch_result","data":{"conversation_id":12,"message":"do you have it 2tone","selection_branch":"carousel_next","follow_up_intent_effective":"another_option","follow_up_intent_for_select_best":"another_option","is_another_option":true,"show_same_product_again":false,"short_blocks_store_product_selection":false,"filtered_count":3,"selected_product_id":7,"selected_has_media":true},"timestamp":1777308203117}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":12,"is_image_followup_context":true,"store_categories_filter_count":1,"filtered_count":3,"store_product_for_media_present":true,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777308203118}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":12,"message":"do you have it 2tone","action":"show_product_next","has_store_product_for_media":true,"store_product_for_media_id":7,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"another_option","classifier_follow_up_intent":"another_option"},"timestamp":1777308203119}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":12,"message":"i want to get earrings for a gift","is_image_followup_context":false,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":null,"follow_up_intent_after_classifier":"another_option","classifier_follow_up_intent":"another_option","categories_from_message_count":1,"message_specifies_store_product_details":false},"timestamp":1777308234927}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H2_routing_to_score_path","location":"WhatsAppBotContextForAiService.php:routing_decision","message":"routing_decision_state","data":{"conversation_id":12,"message":"i want to get earrings for a gift","classifier_follow_up_intent":"another_option","effective_follow_up_intent":"another_option","follow_up_intent_for_select_best":"another_option","short_blocks_store_product_selection":false,"filtered_count":3,"is_explicit_product":false,"price_follow_up_active":false,"is_image_followup_context":false},"timestamp":1777308234941}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H3_selection_branch_null_product","location":"WhatsAppBotContextForAiService.php:selection_post_branch","message":"selection_branch_result","data":{"conversation_id":12,"message":"i want to get earrings for a gift","selection_branch":"carousel_next","follow_up_intent_effective":"another_option","follow_up_intent_for_select_best":"another_option","is_another_option":true,"show_same_product_again":false,"short_blocks_store_product_selection":false,"filtered_count":3,"selected_product_id":8,"selected_has_media":true},"timestamp":1777308234942}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":12,"message":"i want to get earrings for a gift","action":"contact","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":true,"follow_up_intent_before_final_decision":"another_option","classifier_follow_up_intent":"another_option"},"timestamp":1777308234944}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":12,"message":"do you have earrrings","is_image_followup_context":false,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":"another_option","follow_up_intent_after_classifier":"another_option","classifier_follow_up_intent":"another_option","categories_from_message_count":0,"message_specifies_store_product_details":false},"timestamp":1777308263065}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":12,"message":"do you have earrrings","action":"contact","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":true,"follow_up_intent_before_final_decision":"another_option","classifier_follow_up_intent":"another_option"},"timestamp":1777308263085}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":651,"message":"I’m not tripping on the budget they for my girl","is_image_followup_context":false,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":"another_option","follow_up_intent_after_classifier":"another_option","classifier_follow_up_intent":"another_option","categories_from_message_count":0,"message_specifies_store_product_details":false},"timestamp":1777308700945}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":651,"is_image_followup_context":false,"store_categories_filter_count":0,"filtered_count":0,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777308700968}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":651,"message":"I’m not tripping on the budget they for my girl","action":"ask_clarification","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"another_option","classifier_follow_up_intent":"another_option"},"timestamp":1777308700969}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":172,"message":"Dont forget send me a video of the watch when finished before shipping it please","is_image_followup_context":false,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":null,"follow_up_intent_after_classifier":"media","classifier_follow_up_intent":"media","categories_from_message_count":1,"message_specifies_store_product_details":true},"timestamp":1777308932747}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H2_routing_to_score_path","location":"WhatsAppBotContextForAiService.php:routing_decision","message":"routing_decision_state","data":{"conversation_id":172,"message":"Dont forget send me a video of the watch when finished before shipping it please","classifier_follow_up_intent":"media","effective_follow_up_intent":"media","follow_up_intent_for_select_best":"media","short_blocks_store_product_selection":false,"filtered_count":3,"is_explicit_product":true,"price_follow_up_active":false,"is_image_followup_context":false},"timestamp":1777308932773}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H3_selection_branch_null_product","location":"WhatsAppBotContextForAiService.php:selection_post_branch","message":"selection_branch_result","data":{"conversation_id":172,"message":"Dont forget send me a video of the watch when finished before shipping it please","selection_branch":"score_primary","follow_up_intent_effective":"media","follow_up_intent_for_select_best":"media","is_another_option":false,"show_same_product_again":false,"short_blocks_store_product_selection":false,"filtered_count":3,"selected_product_id":null,"selected_has_media":false},"timestamp":1777308932774}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":172,"is_image_followup_context":false,"store_categories_filter_count":1,"filtered_count":3,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777308932776}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":172,"message":"Dont forget send me a video of the watch when finished before shipping it please","action":"disambiguate","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":3,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"media","classifier_follow_up_intent":"media"},"timestamp":1777308932777}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":12,"message":"i want to get earrings for a gift","is_image_followup_context":false,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":null,"follow_up_intent_after_classifier":"another_option","classifier_follow_up_intent":"another_option","categories_from_message_count":0,"message_specifies_store_product_details":false},"timestamp":1777309004709}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":12,"is_image_followup_context":false,"store_categories_filter_count":0,"filtered_count":0,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777309004736}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":12,"message":"i want to get earrings for a gift","action":"ask_clarification","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"another_option","classifier_follow_up_intent":"another_option"},"timestamp":1777309004736}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":172,"message":"Member of team","is_image_followup_context":false,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":null,"follow_up_intent_after_classifier":"other","classifier_follow_up_intent":"other","categories_from_message_count":0,"message_specifies_store_product_details":false},"timestamp":1777309108362}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":172,"is_image_followup_context":false,"store_categories_filter_count":0,"filtered_count":0,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777309108381}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":172,"message":"Member of team","action":"ask_clarification","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"other","classifier_follow_up_intent":"other"},"timestamp":1777309108381}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":12,"message":"I WANT TALK WITH AVI","is_image_followup_context":false,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":"other","follow_up_intent_after_classifier":"other","classifier_follow_up_intent":"other","categories_from_message_count":0,"message_specifies_store_product_details":false},"timestamp":1777310043043}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":12,"is_image_followup_context":false,"store_categories_filter_count":0,"filtered_count":0,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777310043100}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":12,"message":"I WANT TALK WITH AVI","action":"ask_clarification","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"other","classifier_follow_up_intent":"other"},"timestamp":1777310043101}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":703,"message":"Hey I have a 750 gram plated cuban , is there any way u can drill into it and buss it down with Moissanite for me ?","is_image_followup_context":false,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":null,"follow_up_intent_after_classifier":"another_option","classifier_follow_up_intent":"another_option","categories_from_message_count":1,"message_specifies_store_product_details":false},"timestamp":1777310749599}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H2_routing_to_score_path","location":"WhatsAppBotContextForAiService.php:routing_decision","message":"routing_decision_state","data":{"conversation_id":703,"message":"Hey I have a 750 gram plated cuban , is there any way u can drill into it and buss it down with Moissanite for me ?","classifier_follow_up_intent":"another_option","effective_follow_up_intent":"another_option","follow_up_intent_for_select_best":"another_option","short_blocks_store_product_selection":false,"filtered_count":1,"is_explicit_product":false,"price_follow_up_active":false,"is_image_followup_context":false},"timestamp":1777310749621}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H3_selection_branch_null_product","location":"WhatsAppBotContextForAiService.php:selection_post_branch","message":"selection_branch_result","data":{"conversation_id":703,"message":"Hey I have a 750 gram plated cuban , is there any way u can drill into it and buss it down with Moissanite for me ?","selection_branch":"carousel_next","follow_up_intent_effective":"another_option","follow_up_intent_for_select_best":"another_option","is_another_option":true,"show_same_product_again":false,"short_blocks_store_product_selection":false,"filtered_count":1,"selected_product_id":11,"selected_has_media":true},"timestamp":1777310749622}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":703,"is_image_followup_context":false,"store_categories_filter_count":1,"filtered_count":1,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":true},"timestamp":1777310749625}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":703,"message":"Hey I have a 750 gram plated cuban , is there any way u can drill into it and buss it down with Moissanite for me ?","action":"contact","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":true,"follow_up_intent_before_final_decision":"another_option","classifier_follow_up_intent":"another_option"},"timestamp":1777310749625}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":704,"message":"What do you have for $700","is_image_followup_context":false,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":"another_option","follow_up_intent_after_classifier":"another_option","classifier_follow_up_intent":"another_option","categories_from_message_count":0,"message_specifies_store_product_details":false},"timestamp":1777310879965}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":704,"is_image_followup_context":false,"store_categories_filter_count":0,"filtered_count":0,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777310879981}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":704,"message":"What do you have for $700","action":"ask_clarification","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"another_option","classifier_follow_up_intent":"another_option"},"timestamp":1777310879981}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":704,"message":"gold chain","is_image_followup_context":false,"is_short_or_ambiguous_message":true,"follow_up_intent_from_memory":null,"follow_up_intent_after_classifier":"another_option","classifier_follow_up_intent":"another_option","categories_from_message_count":0,"message_specifies_store_product_details":false},"timestamp":1777310901030}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":704,"is_image_followup_context":false,"store_categories_filter_count":0,"filtered_count":0,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777310901052}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":704,"message":"gold chain","action":"ask_clarification","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"another_option","classifier_follow_up_intent":"another_option"},"timestamp":1777310901052}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":704,"message":"one with a pendant ","is_image_followup_context":false,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":null,"follow_up_intent_after_classifier":"another_option","classifier_follow_up_intent":"another_option","categories_from_message_count":0,"message_specifies_store_product_details":false},"timestamp":1777310922387}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":704,"is_image_followup_context":false,"store_categories_filter_count":0,"filtered_count":0,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777310922421}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":704,"message":"one with a pendant ","action":"ask_clarification","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"another_option","classifier_follow_up_intent":"another_option"},"timestamp":1777310922421}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":705,"message":"Price","is_image_followup_context":false,"is_short_or_ambiguous_message":true,"follow_up_intent_from_memory":"another_option","follow_up_intent_after_classifier":null,"classifier_follow_up_intent":null,"categories_from_message_count":0,"message_specifies_store_product_details":false},"timestamp":1777311761404}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":705,"is_image_followup_context":false,"store_categories_filter_count":0,"filtered_count":0,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777311761424}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":705,"message":"Price","action":"ask_clarification","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":null,"classifier_follow_up_intent":null},"timestamp":1777311761425}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":358,"message":"Do you sell like a regular gold chain with a Jesus piece ?","is_image_followup_context":false,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":"another_option","follow_up_intent_after_classifier":"another_option","classifier_follow_up_intent":"another_option","categories_from_message_count":0,"message_specifies_store_product_details":false},"timestamp":1777318643644}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":358,"is_image_followup_context":false,"store_categories_filter_count":0,"filtered_count":0,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777318643680}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":358,"message":"Do you sell like a regular gold chain with a Jesus piece ?","action":"ask_clarification","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"another_option","classifier_follow_up_intent":"another_option"},"timestamp":1777318643681}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":358,"message":"How to contact the store ? Do I have to call ?","is_image_followup_context":false,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":null,"follow_up_intent_after_classifier":"other","classifier_follow_up_intent":"other","categories_from_message_count":0,"message_specifies_store_product_details":true},"timestamp":1777318685063}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":358,"is_image_followup_context":false,"store_categories_filter_count":0,"filtered_count":0,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777318685084}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":358,"message":"How to contact the store ? Do I have to call ?","action":"contact","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":true,"follow_up_intent_before_final_decision":"other","classifier_follow_up_intent":"other"},"timestamp":1777318685084}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":706,"message":"Yoo","is_image_followup_context":false,"is_short_or_ambiguous_message":true,"follow_up_intent_from_memory":"other","follow_up_intent_after_classifier":"other","classifier_follow_up_intent":"other","categories_from_message_count":0,"message_specifies_store_product_details":false},"timestamp":1777324256964}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":706,"is_image_followup_context":false,"store_categories_filter_count":0,"filtered_count":0,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777324256998}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":706,"message":"Yoo","action":"ask_clarification","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"other","classifier_follow_up_intent":"other"},"timestamp":1777324257000}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":706,"message":"Do yall pawn jewelry for a loan?","is_image_followup_context":false,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":"other","follow_up_intent_after_classifier":"other","classifier_follow_up_intent":"other","categories_from_message_count":0,"message_specifies_store_product_details":false},"timestamp":1777324422934}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":706,"is_image_followup_context":false,"store_categories_filter_count":0,"filtered_count":0,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777324422968}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":706,"message":"Do yall pawn jewelry for a loan?","action":"ask_clarification","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"other","classifier_follow_up_intent":"other"},"timestamp":1777324422968}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":359,"message":"How much do i have to put down","is_image_followup_context":false,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":"other","follow_up_intent_after_classifier":"other","classifier_follow_up_intent":"other","categories_from_message_count":0,"message_specifies_store_product_details":false},"timestamp":1777326009055}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":359,"is_image_followup_context":false,"store_categories_filter_count":0,"filtered_count":0,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777326009076}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":359,"message":"How much do i have to put down","action":"ask_clarification","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"other","classifier_follow_up_intent":"other"},"timestamp":1777326009076}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":359,"message":"And is the necklace included","is_image_followup_context":false,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":"another_option","follow_up_intent_after_classifier":"another_option","classifier_follow_up_intent":"another_option","categories_from_message_count":0,"message_specifies_store_product_details":false},"timestamp":1777326025854}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":359,"is_image_followup_context":false,"store_categories_filter_count":0,"filtered_count":0,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777326025883}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":359,"message":"And is the necklace included","action":"ask_clarification","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"another_option","classifier_follow_up_intent":"another_option"},"timestamp":1777326025883}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":359,"message":"Custom","is_image_followup_context":false,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":null,"follow_up_intent_after_classifier":"another_option","classifier_follow_up_intent":"another_option","categories_from_message_count":1,"message_specifies_store_product_details":false},"timestamp":1777326039245}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H2_routing_to_score_path","location":"WhatsAppBotContextForAiService.php:routing_decision","message":"routing_decision_state","data":{"conversation_id":359,"message":"Custom","classifier_follow_up_intent":"another_option","effective_follow_up_intent":"another_option","follow_up_intent_for_select_best":"another_option","short_blocks_store_product_selection":false,"filtered_count":1,"is_explicit_product":false,"price_follow_up_active":false,"is_image_followup_context":false},"timestamp":1777326039269}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H3_selection_branch_null_product","location":"WhatsAppBotContextForAiService.php:selection_post_branch","message":"selection_branch_result","data":{"conversation_id":359,"message":"Custom","selection_branch":"carousel_next","follow_up_intent_effective":"another_option","follow_up_intent_for_select_best":"another_option","is_another_option":true,"show_same_product_again":false,"short_blocks_store_product_selection":false,"filtered_count":1,"selected_product_id":11,"selected_has_media":true},"timestamp":1777326039270}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":359,"is_image_followup_context":false,"store_categories_filter_count":1,"filtered_count":1,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":true},"timestamp":1777326039272}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":359,"message":"Custom","action":"contact","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":true,"follow_up_intent_before_final_decision":"another_option","classifier_follow_up_intent":"another_option"},"timestamp":1777326039273}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":707,"message":"How much is this","is_image_followup_context":false,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":"another_option","follow_up_intent_after_classifier":"another_option","classifier_follow_up_intent":"another_option","categories_from_message_count":0,"message_specifies_store_product_details":false},"timestamp":1777326922530}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":707,"is_image_followup_context":false,"store_categories_filter_count":0,"filtered_count":0,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777326922557}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":707,"message":"How much is this","action":"ask_clarification","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"another_option","classifier_follow_up_intent":"another_option"},"timestamp":1777326922557}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":707,"message":"This","is_image_followup_context":false,"is_short_or_ambiguous_message":true,"follow_up_intent_from_memory":"media","follow_up_intent_after_classifier":"media","classifier_follow_up_intent":"media","categories_from_message_count":0,"message_specifies_store_product_details":false},"timestamp":1777326942248}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":707,"is_image_followup_context":false,"store_categories_filter_count":0,"filtered_count":0,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777326942317}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":707,"message":"This","action":"ask_clarification","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"media","classifier_follow_up_intent":"media"},"timestamp":1777326942317}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":707,"message":"How much does it cost","is_image_followup_context":false,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":"another_option","follow_up_intent_after_classifier":"another_option","classifier_follow_up_intent":"another_option","categories_from_message_count":0,"message_specifies_store_product_details":false},"timestamp":1777326962912}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":707,"is_image_followup_context":false,"store_categories_filter_count":0,"filtered_count":0,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777326962935}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":707,"message":"How much does it cost","action":"ask_clarification","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"another_option","classifier_follow_up_intent":"another_option"},"timestamp":1777326962935}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":707,"message":"The chain in the video","is_image_followup_context":false,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":"media","follow_up_intent_after_classifier":"media","classifier_follow_up_intent":"media","categories_from_message_count":0,"message_specifies_store_product_details":false},"timestamp":1777326988863}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":707,"is_image_followup_context":false,"store_categories_filter_count":0,"filtered_count":0,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777326988892}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":707,"message":"The chain in the video","action":"ask_clarification","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"media","classifier_follow_up_intent":"media"},"timestamp":1777326988892}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":2,"message":"How much","is_image_followup_context":true,"is_short_or_ambiguous_message":true,"follow_up_intent_from_memory":null,"follow_up_intent_after_classifier":"another_option","classifier_follow_up_intent":"another_option","categories_from_message_count":1,"message_specifies_store_product_details":false},"timestamp":1777330622897}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H2_routing_to_score_path","location":"WhatsAppBotContextForAiService.php:routing_decision","message":"routing_decision_state","data":{"conversation_id":2,"message":"How much","classifier_follow_up_intent":"another_option","effective_follow_up_intent":"another_option","follow_up_intent_for_select_best":"another_option","short_blocks_store_product_selection":false,"filtered_count":1,"is_explicit_product":false,"price_follow_up_active":false,"is_image_followup_context":true},"timestamp":1777330622936}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H3_selection_branch_null_product","location":"WhatsAppBotContextForAiService.php:selection_post_branch","message":"selection_branch_result","data":{"conversation_id":2,"message":"How much","selection_branch":"carousel_next","follow_up_intent_effective":"another_option","follow_up_intent_for_select_best":"another_option","is_another_option":true,"show_same_product_again":false,"short_blocks_store_product_selection":false,"filtered_count":1,"selected_product_id":11,"selected_has_media":true},"timestamp":1777330622937}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":2,"is_image_followup_context":true,"store_categories_filter_count":1,"filtered_count":1,"store_product_for_media_present":true,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777330622942}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":2,"message":"How much","action":"contact","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":true,"follow_up_intent_before_final_decision":"another_option","classifier_follow_up_intent":"another_option"},"timestamp":1777330622943}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":2,"message":"How I need to pay for down payment","is_image_followup_context":true,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":null,"follow_up_intent_after_classifier":"other","classifier_follow_up_intent":"other","categories_from_message_count":0,"message_specifies_store_product_details":false},"timestamp":1777330737896}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":2,"is_image_followup_context":true,"store_categories_filter_count":0,"filtered_count":0,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777330737920}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":2,"message":"How I need to pay for down payment","action":"ask_clarification","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"other","classifier_follow_up_intent":"other"},"timestamp":1777330737920}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":12,"message":"https://www.instagram.com/reel/DUZfN5CDiGP/?igsh=MWtpb3B4OHg0b2U5YQ==","is_image_followup_context":false,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":"other","follow_up_intent_after_classifier":"other","classifier_follow_up_intent":"other","categories_from_message_count":0,"message_specifies_store_product_details":false},"timestamp":1777332162901}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":12,"is_image_followup_context":false,"store_categories_filter_count":0,"filtered_count":0,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777332162930}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":12,"message":"https://www.instagram.com/reel/DUZfN5CDiGP/?igsh=MWtpb3B4OHg0b2U5YQ==","action":"contact","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":true,"follow_up_intent_before_final_decision":"other","classifier_follow_up_intent":"other"},"timestamp":1777332162931}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":12,"message":"How much this chain","is_image_followup_context":false,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":"another_option","follow_up_intent_after_classifier":"another_option","classifier_follow_up_intent":"another_option","categories_from_message_count":0,"message_specifies_store_product_details":false},"timestamp":1777332181702}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":12,"is_image_followup_context":false,"store_categories_filter_count":0,"filtered_count":0,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777332181734}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":12,"message":"How much this chain","action":"ask_clarification","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"another_option","classifier_follow_up_intent":"another_option"},"timestamp":1777332181734}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":12,"message":"https://www.instagram.com/reel/DUZfN5CDiGP/?igsh=MWtpb3B4OHg0b2U5YQ==","is_image_followup_context":false,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":"other","follow_up_intent_after_classifier":"other","classifier_follow_up_intent":"other","categories_from_message_count":0,"message_specifies_store_product_details":false},"timestamp":1777333207424}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":12,"is_image_followup_context":false,"store_categories_filter_count":0,"filtered_count":0,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777333207466}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":12,"message":"https://www.instagram.com/reel/DUZfN5CDiGP/?igsh=MWtpb3B4OHg0b2U5YQ==","action":"contact","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":true,"follow_up_intent_before_final_decision":"other","classifier_follow_up_intent":"other"},"timestamp":1777333207467}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":12,"message":"https://www.instagram.com/reel/DUZfN5CDiGP/?igsh=MWtpb3B4OHg0b2U5YQ==","is_image_followup_context":false,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":"other","follow_up_intent_after_classifier":"other","classifier_follow_up_intent":"other","categories_from_message_count":0,"message_specifies_store_product_details":false},"timestamp":1777333258087}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":12,"is_image_followup_context":false,"store_categories_filter_count":0,"filtered_count":0,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777333258112}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":12,"message":"https://www.instagram.com/reel/DUZfN5CDiGP/?igsh=MWtpb3B4OHg0b2U5YQ==","action":"contact","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":true,"follow_up_intent_before_final_decision":"other","classifier_follow_up_intent":"other"},"timestamp":1777333258112}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":12,"message":"https://lookaside.fbsbx.com/ig_messaging_cdn/?asset_id=2739567999775064&signature=Ab0BEPOKd_t6bBFoU5vUGNvwt_xbm4jXOWNJJUvFPCe7pXoJKJbpzMmqpb...","is_image_followup_context":false,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":null,"follow_up_intent_after_classifier":"another_option","classifier_follow_up_intent":"another_option","categories_from_message_count":0,"message_specifies_store_product_details":false},"timestamp":1777333560452}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":12,"is_image_followup_context":false,"store_categories_filter_count":0,"filtered_count":0,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777333560508}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":12,"message":"https://lookaside.fbsbx.com/ig_messaging_cdn/?asset_id=2739567999775064&signature=Ab0BEPOKd_t6bBFoU5vUGNvwt_xbm4jXOWNJJUvFPCe7pXoJKJbpzMmqpb...","action":"ask_clarification","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"another_option","classifier_follow_up_intent":"another_option"},"timestamp":1777333560509}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":12,"message":"How much for the chain","is_image_followup_context":false,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":"another_option","follow_up_intent_after_classifier":"another_option","classifier_follow_up_intent":"another_option","categories_from_message_count":0,"message_specifies_store_product_details":false},"timestamp":1777333567504}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":12,"is_image_followup_context":false,"store_categories_filter_count":0,"filtered_count":0,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777333567535}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":12,"message":"How much for the chain","action":"ask_clarification","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"another_option","classifier_follow_up_intent":"another_option"},"timestamp":1777333567535}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":12,"message":"Yes this chain how much","is_image_followup_context":false,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":"another_option","follow_up_intent_after_classifier":"another_option","classifier_follow_up_intent":"another_option","categories_from_message_count":0,"message_specifies_store_product_details":false},"timestamp":1777333598510}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":12,"is_image_followup_context":false,"store_categories_filter_count":0,"filtered_count":0,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777333598537}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":12,"message":"Yes this chain how much","action":"ask_clarification","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"another_option","classifier_follow_up_intent":"another_option"},"timestamp":1777333598537}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":455,"message":"Could you send me a picture of someone wearing the 30 pointer?","is_image_followup_context":false,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":"media","follow_up_intent_after_classifier":"media","classifier_follow_up_intent":"media","categories_from_message_count":0,"message_specifies_store_product_details":false},"timestamp":1777334353796}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":455,"message":"Could you send me a picture of someone wearing the 30 pointer?","action":"contact","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":true,"follow_up_intent_before_final_decision":"media","classifier_follow_up_intent":"media"},"timestamp":1777334353837}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":12,"message":"https://lookaside.fbsbx.com/ig_messaging_cdn/?asset_id=965216516470726&signature=Ab2kNaGCsYx6RH5Sw0i2Fv1K2luoZxn02V6dYcn3AJ03RhvGNq8lkOTUXed...","is_image_followup_context":false,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":null,"follow_up_intent_after_classifier":"another_option","classifier_follow_up_intent":"another_option","categories_from_message_count":0,"message_specifies_store_product_details":false},"timestamp":1777334356976}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":12,"is_image_followup_context":false,"store_categories_filter_count":0,"filtered_count":0,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777334357022}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":12,"message":"https://lookaside.fbsbx.com/ig_messaging_cdn/?asset_id=965216516470726&signature=Ab2kNaGCsYx6RH5Sw0i2Fv1K2luoZxn02V6dYcn3AJ03RhvGNq8lkOTUXed...","action":"ask_clarification","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"another_option","classifier_follow_up_intent":"another_option"},"timestamp":1777334357023}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":455,"message":"I just wanna see how big it would look in real life","is_image_followup_context":false,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":null,"follow_up_intent_after_classifier":"media","classifier_follow_up_intent":"media","categories_from_message_count":0,"message_specifies_store_product_details":false},"timestamp":1777334362583}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":455,"is_image_followup_context":false,"store_categories_filter_count":0,"filtered_count":0,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777334362610}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":455,"message":"I just wanna see how big it would look in real life","action":"ask_clarification","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"media","classifier_follow_up_intent":"media"},"timestamp":1777334362610}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":12,"message":"how much this chain","is_image_followup_context":false,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":"another_option","follow_up_intent_after_classifier":"another_option","classifier_follow_up_intent":"another_option","categories_from_message_count":0,"message_specifies_store_product_details":false},"timestamp":1777334365699}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":12,"is_image_followup_context":false,"store_categories_filter_count":0,"filtered_count":0,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777334365730}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":12,"message":"how much this chain","action":"ask_clarification","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"another_option","classifier_follow_up_intent":"another_option"},"timestamp":1777334365731}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":12,"message":"https://lookaside.fbsbx.com/ig_messaging_cdn/?asset_id=1592660718700529&signature=Ab3JJbFV62guaFvLwNdEpwtWKlab15LWV5lJDoFzzzLuWrlow4Hetmp428...","is_image_followup_context":false,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":null,"follow_up_intent_after_classifier":"another_option","classifier_follow_up_intent":"another_option","categories_from_message_count":0,"message_specifies_store_product_details":false},"timestamp":1777334415947}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":12,"is_image_followup_context":false,"store_categories_filter_count":0,"filtered_count":0,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777334415989}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":12,"message":"https://lookaside.fbsbx.com/ig_messaging_cdn/?asset_id=1592660718700529&signature=Ab3JJbFV62guaFvLwNdEpwtWKlab15LWV5lJDoFzzzLuWrlow4Hetmp428...","action":"ask_clarification","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"another_option","classifier_follow_up_intent":"another_option"},"timestamp":1777334415990}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":12,"message":"How much this chain","is_image_followup_context":false,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":"another_option","follow_up_intent_after_classifier":"another_option","classifier_follow_up_intent":"another_option","categories_from_message_count":0,"message_specifies_store_product_details":false},"timestamp":1777334422824}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":12,"is_image_followup_context":false,"store_categories_filter_count":0,"filtered_count":0,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777334422871}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":12,"message":"How much this chain","action":"ask_clarification","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"another_option","classifier_follow_up_intent":"another_option"},"timestamp":1777334422872}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":12,"message":"https://lookaside.fbsbx.com/ig_messaging_cdn/?asset_id=26727706906868898&signature=Ab3kH-Q0r-ALr-SiHGzKeIrqMtFJMYPeBNho0LT09-BGOdK-_NE4JvCAE...","is_image_followup_context":false,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":null,"follow_up_intent_after_classifier":"another_option","classifier_follow_up_intent":"another_option","categories_from_message_count":0,"message_specifies_store_product_details":false},"timestamp":1777334507109}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":12,"is_image_followup_context":false,"store_categories_filter_count":0,"filtered_count":0,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777334507140}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":12,"message":"https://lookaside.fbsbx.com/ig_messaging_cdn/?asset_id=26727706906868898&signature=Ab3kH-Q0r-ALr-SiHGzKeIrqMtFJMYPeBNho0LT09-BGOdK-_NE4JvCAE...","action":"ask_clarification","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"another_option","classifier_follow_up_intent":"another_option"},"timestamp":1777334507141}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":12,"message":"How much","is_image_followup_context":false,"is_short_or_ambiguous_message":true,"follow_up_intent_from_memory":"another_option","follow_up_intent_after_classifier":"another_option","classifier_follow_up_intent":"another_option","categories_from_message_count":0,"message_specifies_store_product_details":false},"timestamp":1777334518446}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":12,"is_image_followup_context":false,"store_categories_filter_count":0,"filtered_count":0,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777334518474}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":12,"message":"How much","action":"ask_clarification","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"another_option","classifier_follow_up_intent":"another_option"},"timestamp":1777334518474}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":12,"message":"how much","is_image_followup_context":true,"is_short_or_ambiguous_message":true,"follow_up_intent_from_memory":null,"follow_up_intent_after_classifier":"another_option","classifier_follow_up_intent":"another_option","categories_from_message_count":1,"message_specifies_store_product_details":false},"timestamp":1777335317731}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H2_routing_to_score_path","location":"WhatsAppBotContextForAiService.php:routing_decision","message":"routing_decision_state","data":{"conversation_id":12,"message":"how much","classifier_follow_up_intent":"another_option","effective_follow_up_intent":"another_option","follow_up_intent_for_select_best":"another_option","short_blocks_store_product_selection":false,"filtered_count":1,"is_explicit_product":false,"price_follow_up_active":false,"is_image_followup_context":true},"timestamp":1777335317754}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H3_selection_branch_null_product","location":"WhatsAppBotContextForAiService.php:selection_post_branch","message":"selection_branch_result","data":{"conversation_id":12,"message":"how much","selection_branch":"carousel_next","follow_up_intent_effective":"another_option","follow_up_intent_for_select_best":"another_option","is_another_option":true,"show_same_product_again":false,"short_blocks_store_product_selection":false,"filtered_count":1,"selected_product_id":11,"selected_has_media":true},"timestamp":1777335317755}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":12,"is_image_followup_context":true,"store_categories_filter_count":1,"filtered_count":1,"store_product_for_media_present":true,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777335317762}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":12,"message":"how much","action":"contact","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":true,"follow_up_intent_before_final_decision":"another_option","classifier_follow_up_intent":"another_option"},"timestamp":1777335317762}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":12,"message":"is a cuban link how much","is_image_followup_context":true,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":null,"follow_up_intent_after_classifier":"another_option","classifier_follow_up_intent":"another_option","categories_from_message_count":1,"message_specifies_store_product_details":false},"timestamp":1777335341503}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H2_routing_to_score_path","location":"WhatsAppBotContextForAiService.php:routing_decision","message":"routing_decision_state","data":{"conversation_id":12,"message":"is a cuban link how much","classifier_follow_up_intent":"another_option","effective_follow_up_intent":"another_option","follow_up_intent_for_select_best":"another_option","short_blocks_store_product_selection":false,"filtered_count":1,"is_explicit_product":false,"price_follow_up_active":false,"is_image_followup_context":true},"timestamp":1777335341540}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H3_selection_branch_null_product","location":"WhatsAppBotContextForAiService.php:selection_post_branch","message":"selection_branch_result","data":{"conversation_id":12,"message":"is a cuban link how much","selection_branch":"carousel_next","follow_up_intent_effective":"another_option","follow_up_intent_for_select_best":"another_option","is_another_option":true,"show_same_product_again":false,"short_blocks_store_product_selection":false,"filtered_count":1,"selected_product_id":11,"selected_has_media":true},"timestamp":1777335341541}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":12,"is_image_followup_context":true,"store_categories_filter_count":1,"filtered_count":1,"store_product_for_media_present":true,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777335341544}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":12,"message":"is a cuban link how much","action":"contact","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":true,"follow_up_intent_before_final_decision":"another_option","classifier_follow_up_intent":"another_option"},"timestamp":1777335341544}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":12,"message":"how much this chain","is_image_followup_context":true,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":null,"follow_up_intent_after_classifier":"another_option","classifier_follow_up_intent":"another_option","categories_from_message_count":1,"message_specifies_store_product_details":false},"timestamp":1777335412316}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H2_routing_to_score_path","location":"WhatsAppBotContextForAiService.php:routing_decision","message":"routing_decision_state","data":{"conversation_id":12,"message":"how much this chain","classifier_follow_up_intent":"another_option","effective_follow_up_intent":"another_option","follow_up_intent_for_select_best":"another_option","short_blocks_store_product_selection":false,"filtered_count":1,"is_explicit_product":false,"price_follow_up_active":false,"is_image_followup_context":true},"timestamp":1777335412365}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H3_selection_branch_null_product","location":"WhatsAppBotContextForAiService.php:selection_post_branch","message":"selection_branch_result","data":{"conversation_id":12,"message":"how much this chain","selection_branch":"carousel_next","follow_up_intent_effective":"another_option","follow_up_intent_for_select_best":"another_option","is_another_option":true,"show_same_product_again":false,"short_blocks_store_product_selection":false,"filtered_count":1,"selected_product_id":11,"selected_has_media":true},"timestamp":1777335412367}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":12,"is_image_followup_context":true,"store_categories_filter_count":1,"filtered_count":1,"store_product_for_media_present":true,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777335412372}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":12,"message":"how much this chain","action":"contact","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":true,"follow_up_intent_before_final_decision":"another_option","classifier_follow_up_intent":"another_option"},"timestamp":1777335412372}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":12,"message":"how much","is_image_followup_context":true,"is_short_or_ambiguous_message":true,"follow_up_intent_from_memory":null,"follow_up_intent_after_classifier":"another_option","classifier_follow_up_intent":"another_option","categories_from_message_count":1,"message_specifies_store_product_details":false},"timestamp":1777335719074}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H2_routing_to_score_path","location":"WhatsAppBotContextForAiService.php:routing_decision","message":"routing_decision_state","data":{"conversation_id":12,"message":"how much","classifier_follow_up_intent":"another_option","effective_follow_up_intent":"another_option","follow_up_intent_for_select_best":"another_option","short_blocks_store_product_selection":false,"filtered_count":1,"is_explicit_product":false,"price_follow_up_active":false,"is_image_followup_context":true},"timestamp":1777335719099}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H3_selection_branch_null_product","location":"WhatsAppBotContextForAiService.php:selection_post_branch","message":"selection_branch_result","data":{"conversation_id":12,"message":"how much","selection_branch":"carousel_next","follow_up_intent_effective":"another_option","follow_up_intent_for_select_best":"another_option","is_another_option":true,"show_same_product_again":false,"short_blocks_store_product_selection":false,"filtered_count":1,"selected_product_id":11,"selected_has_media":true},"timestamp":1777335719100}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":12,"is_image_followup_context":true,"store_categories_filter_count":1,"filtered_count":1,"store_product_for_media_present":true,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777335719102}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":12,"message":"how much","action":"contact","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":true,"follow_up_intent_before_final_decision":"another_option","classifier_follow_up_intent":"another_option"},"timestamp":1777335719102}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":12,"message":"how much","is_image_followup_context":true,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":null,"follow_up_intent_after_classifier":"another_option","classifier_follow_up_intent":"another_option","categories_from_message_count":1,"message_specifies_store_product_details":false},"timestamp":1777337922529}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H2_routing_to_score_path","location":"WhatsAppBotContextForAiService.php:routing_decision","message":"routing_decision_state","data":{"conversation_id":12,"message":"how much","classifier_follow_up_intent":"another_option","effective_follow_up_intent":"another_option","follow_up_intent_for_select_best":"another_option","short_blocks_store_product_selection":false,"filtered_count":1,"is_explicit_product":false,"price_follow_up_active":false,"is_image_followup_context":true},"timestamp":1777337922553}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H3_selection_branch_null_product","location":"WhatsAppBotContextForAiService.php:selection_post_branch","message":"selection_branch_result","data":{"conversation_id":12,"message":"how much","selection_branch":"carousel_next","follow_up_intent_effective":"another_option","follow_up_intent_for_select_best":"another_option","is_another_option":true,"show_same_product_again":false,"short_blocks_store_product_selection":false,"filtered_count":1,"selected_product_id":11,"selected_has_media":true},"timestamp":1777337922556}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":12,"is_image_followup_context":true,"store_categories_filter_count":1,"filtered_count":1,"store_product_for_media_present":true,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777337922562}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":12,"message":"how much","action":"contact","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":true,"follow_up_intent_before_final_decision":"another_option","classifier_follow_up_intent":"another_option"},"timestamp":1777337922563}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":12,"message":"how much","is_image_followup_context":true,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":null,"follow_up_intent_after_classifier":"another_option","classifier_follow_up_intent":"another_option","categories_from_message_count":1,"message_specifies_store_product_details":false},"timestamp":1777338076985}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H2_routing_to_score_path","location":"WhatsAppBotContextForAiService.php:routing_decision","message":"routing_decision_state","data":{"conversation_id":12,"message":"how much","classifier_follow_up_intent":"another_option","effective_follow_up_intent":"another_option","follow_up_intent_for_select_best":"another_option","short_blocks_store_product_selection":false,"filtered_count":1,"is_explicit_product":false,"price_follow_up_active":false,"is_image_followup_context":true},"timestamp":1777338077018}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H3_selection_branch_null_product","location":"WhatsAppBotContextForAiService.php:selection_post_branch","message":"selection_branch_result","data":{"conversation_id":12,"message":"how much","selection_branch":"carousel_next","follow_up_intent_effective":"another_option","follow_up_intent_for_select_best":"another_option","is_another_option":true,"show_same_product_again":false,"short_blocks_store_product_selection":false,"filtered_count":1,"selected_product_id":11,"selected_has_media":true},"timestamp":1777338077019}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":12,"is_image_followup_context":true,"store_categories_filter_count":1,"filtered_count":1,"store_product_for_media_present":true,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777338077021}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":12,"message":"how much","action":"contact","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":true,"follow_up_intent_before_final_decision":"another_option","classifier_follow_up_intent":"another_option"},"timestamp":1777338077021}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":12,"message":"how much","is_image_followup_context":true,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":null,"follow_up_intent_after_classifier":"another_option","classifier_follow_up_intent":"another_option","categories_from_message_count":1,"message_specifies_store_product_details":false},"timestamp":1777338086002}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H2_routing_to_score_path","location":"WhatsAppBotContextForAiService.php:routing_decision","message":"routing_decision_state","data":{"conversation_id":12,"message":"how much","classifier_follow_up_intent":"another_option","effective_follow_up_intent":"another_option","follow_up_intent_for_select_best":"another_option","short_blocks_store_product_selection":false,"filtered_count":1,"is_explicit_product":false,"price_follow_up_active":false,"is_image_followup_context":true},"timestamp":1777338086042}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H3_selection_branch_null_product","location":"WhatsAppBotContextForAiService.php:selection_post_branch","message":"selection_branch_result","data":{"conversation_id":12,"message":"how much","selection_branch":"carousel_next","follow_up_intent_effective":"another_option","follow_up_intent_for_select_best":"another_option","is_another_option":true,"show_same_product_again":false,"short_blocks_store_product_selection":false,"filtered_count":1,"selected_product_id":11,"selected_has_media":true},"timestamp":1777338086044}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":12,"is_image_followup_context":true,"store_categories_filter_count":1,"filtered_count":1,"store_product_for_media_present":true,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777338086047}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":12,"message":"how much","action":"contact","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":true,"follow_up_intent_before_final_decision":"another_option","classifier_follow_up_intent":"another_option"},"timestamp":1777338086047}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":28,"message":"How much of a down payment I would need to pay","is_image_followup_context":false,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":"other","follow_up_intent_after_classifier":"other","classifier_follow_up_intent":"other","categories_from_message_count":0,"message_specifies_store_product_details":false},"timestamp":1777338232882}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":28,"is_image_followup_context":false,"store_categories_filter_count":0,"filtered_count":0,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777338232902}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":28,"message":"How much of a down payment I would need to pay","action":"ask_clarification","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"other","classifier_follow_up_intent":"other"},"timestamp":1777338232902}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":12,"message":"how much","is_image_followup_context":true,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":null,"follow_up_intent_after_classifier":"another_option","classifier_follow_up_intent":"another_option","categories_from_message_count":1,"message_specifies_store_product_details":false},"timestamp":1777338677763}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H2_routing_to_score_path","location":"WhatsAppBotContextForAiService.php:routing_decision","message":"routing_decision_state","data":{"conversation_id":12,"message":"how much","classifier_follow_up_intent":"another_option","effective_follow_up_intent":"another_option","follow_up_intent_for_select_best":"another_option","short_blocks_store_product_selection":false,"filtered_count":1,"is_explicit_product":false,"price_follow_up_active":false,"is_image_followup_context":true},"timestamp":1777338677779}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H3_selection_branch_null_product","location":"WhatsAppBotContextForAiService.php:selection_post_branch","message":"selection_branch_result","data":{"conversation_id":12,"message":"how much","selection_branch":"carousel_next","follow_up_intent_effective":"another_option","follow_up_intent_for_select_best":"another_option","is_another_option":true,"show_same_product_again":false,"short_blocks_store_product_selection":false,"filtered_count":1,"selected_product_id":11,"selected_has_media":true},"timestamp":1777338677780}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":12,"is_image_followup_context":true,"store_categories_filter_count":1,"filtered_count":1,"store_product_for_media_present":true,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777338677782}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":12,"message":"how much","action":"contact","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":true,"follow_up_intent_before_final_decision":"another_option","classifier_follow_up_intent":"another_option"},"timestamp":1777338677782}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":12,"message":"how much","is_image_followup_context":true,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":null,"follow_up_intent_after_classifier":"another_option","classifier_follow_up_intent":"another_option","categories_from_message_count":1,"message_specifies_store_product_details":false},"timestamp":1777338708927}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H2_routing_to_score_path","location":"WhatsAppBotContextForAiService.php:routing_decision","message":"routing_decision_state","data":{"conversation_id":12,"message":"how much","classifier_follow_up_intent":"another_option","effective_follow_up_intent":"another_option","follow_up_intent_for_select_best":"another_option","short_blocks_store_product_selection":false,"filtered_count":1,"is_explicit_product":false,"price_follow_up_active":false,"is_image_followup_context":true},"timestamp":1777338708945}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H3_selection_branch_null_product","location":"WhatsAppBotContextForAiService.php:selection_post_branch","message":"selection_branch_result","data":{"conversation_id":12,"message":"how much","selection_branch":"carousel_next","follow_up_intent_effective":"another_option","follow_up_intent_for_select_best":"another_option","is_another_option":true,"show_same_product_again":false,"short_blocks_store_product_selection":false,"filtered_count":1,"selected_product_id":11,"selected_has_media":true},"timestamp":1777338708946}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":12,"is_image_followup_context":true,"store_categories_filter_count":1,"filtered_count":1,"store_product_for_media_present":true,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777338708948}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":12,"message":"how much","action":"contact","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":true,"follow_up_intent_before_final_decision":"another_option","classifier_follow_up_intent":"another_option"},"timestamp":1777338708949}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":12,"message":"how much something like this","is_image_followup_context":true,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":null,"follow_up_intent_after_classifier":"another_option","classifier_follow_up_intent":"another_option","categories_from_message_count":1,"message_specifies_store_product_details":false},"timestamp":1777338736495}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H2_routing_to_score_path","location":"WhatsAppBotContextForAiService.php:routing_decision","message":"routing_decision_state","data":{"conversation_id":12,"message":"how much something like this","classifier_follow_up_intent":"another_option","effective_follow_up_intent":"another_option","follow_up_intent_for_select_best":"another_option","short_blocks_store_product_selection":false,"filtered_count":3,"is_explicit_product":false,"price_follow_up_active":false,"is_image_followup_context":true},"timestamp":1777338736533}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H3_selection_branch_null_product","location":"WhatsAppBotContextForAiService.php:selection_post_branch","message":"selection_branch_result","data":{"conversation_id":12,"message":"how much something like this","selection_branch":"carousel_next","follow_up_intent_effective":"another_option","follow_up_intent_for_select_best":"another_option","is_another_option":true,"show_same_product_again":false,"short_blocks_store_product_selection":false,"filtered_count":3,"selected_product_id":6,"selected_has_media":true},"timestamp":1777338736533}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":12,"is_image_followup_context":true,"store_categories_filter_count":1,"filtered_count":3,"store_product_for_media_present":true,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777338736535}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":12,"message":"how much something like this","action":"show_product_next","has_store_product_for_media":true,"store_product_for_media_id":6,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"another_option","classifier_follow_up_intent":"another_option"},"timestamp":1777338736535}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":12,"message":"thanks","is_image_followup_context":true,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":null,"follow_up_intent_after_classifier":"other","classifier_follow_up_intent":"other","categories_from_message_count":1,"message_specifies_store_product_details":false},"timestamp":1777338754327}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H2_routing_to_score_path","location":"WhatsAppBotContextForAiService.php:routing_decision","message":"routing_decision_state","data":{"conversation_id":12,"message":"thanks","classifier_follow_up_intent":"other","effective_follow_up_intent":"other","follow_up_intent_for_select_best":"other","short_blocks_store_product_selection":false,"filtered_count":3,"is_explicit_product":false,"price_follow_up_active":false,"is_image_followup_context":true},"timestamp":1777338754383}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H3_selection_branch_null_product","location":"WhatsAppBotContextForAiService.php:selection_post_branch","message":"selection_branch_result","data":{"conversation_id":12,"message":"thanks","selection_branch":"score_primary","follow_up_intent_effective":"other","follow_up_intent_for_select_best":"other","is_another_option":false,"show_same_product_again":false,"short_blocks_store_product_selection":false,"filtered_count":3,"selected_product_id":null,"selected_has_media":false},"timestamp":1777338754384}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":12,"is_image_followup_context":true,"store_categories_filter_count":1,"filtered_count":3,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777338754386}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":12,"message":"thanks","action":"ask_clarification","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"other","classifier_follow_up_intent":"other"},"timestamp":1777338754386}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":12,"message":"do you sale diamond grillz","is_image_followup_context":false,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":null,"follow_up_intent_after_classifier":"another_option","classifier_follow_up_intent":"another_option","categories_from_message_count":1,"message_specifies_store_product_details":true},"timestamp":1777338764267}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H2_routing_to_score_path","location":"WhatsAppBotContextForAiService.php:routing_decision","message":"routing_decision_state","data":{"conversation_id":12,"message":"do you sale diamond grillz","classifier_follow_up_intent":"another_option","effective_follow_up_intent":"media","follow_up_intent_for_select_best":"another_option","short_blocks_store_product_selection":false,"filtered_count":2,"is_explicit_product":true,"price_follow_up_active":false,"is_image_followup_context":false},"timestamp":1777338764293}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H3_selection_branch_null_product","location":"WhatsAppBotContextForAiService.php:selection_post_branch","message":"selection_branch_result","data":{"conversation_id":12,"message":"do you sale diamond grillz","selection_branch":"score_primary","follow_up_intent_effective":"media","follow_up_intent_for_select_best":"another_option","is_another_option":false,"show_same_product_again":false,"short_blocks_store_product_selection":false,"filtered_count":2,"selected_product_id":4,"selected_has_media":true},"timestamp":1777338764295}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":12,"is_image_followup_context":false,"store_categories_filter_count":1,"filtered_count":2,"store_product_for_media_present":true,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777338764298}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":12,"message":"do you sale diamond grillz","action":"show_product","has_store_product_for_media":true,"store_product_for_media_id":4,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"media","classifier_follow_up_intent":"another_option"},"timestamp":1777338764298}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":12,"message":"im looking for cheaper option","is_image_followup_context":false,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":null,"follow_up_intent_after_classifier":"another_option","classifier_follow_up_intent":"another_option","categories_from_message_count":1,"message_specifies_store_product_details":false},"timestamp":1777338785503}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H2_routing_to_score_path","location":"WhatsAppBotContextForAiService.php:routing_decision","message":"routing_decision_state","data":{"conversation_id":12,"message":"im looking for cheaper option","classifier_follow_up_intent":"another_option","effective_follow_up_intent":"another_option","follow_up_intent_for_select_best":"another_option","short_blocks_store_product_selection":false,"filtered_count":2,"is_explicit_product":false,"price_follow_up_active":false,"is_image_followup_context":false},"timestamp":1777338785523}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H3_selection_branch_null_product","location":"WhatsAppBotContextForAiService.php:selection_post_branch","message":"selection_branch_result","data":{"conversation_id":12,"message":"im looking for cheaper option","selection_branch":"carousel_next","follow_up_intent_effective":"another_option","follow_up_intent_for_select_best":"another_option","is_another_option":true,"show_same_product_again":false,"short_blocks_store_product_selection":false,"filtered_count":2,"selected_product_id":5,"selected_has_media":true},"timestamp":1777338785524}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":12,"is_image_followup_context":false,"store_categories_filter_count":1,"filtered_count":2,"store_product_for_media_present":true,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777338785526}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":12,"message":"im looking for cheaper option","action":"show_product_next","has_store_product_for_media":true,"store_product_for_media_id":5,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"another_option","classifier_follow_up_intent":"another_option"},"timestamp":1777338785526}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":12,"message":"no more cheaper","is_image_followup_context":false,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":null,"follow_up_intent_after_classifier":"another_option","classifier_follow_up_intent":"another_option","categories_from_message_count":1,"message_specifies_store_product_details":false},"timestamp":1777338800861}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H2_routing_to_score_path","location":"WhatsAppBotContextForAiService.php:routing_decision","message":"routing_decision_state","data":{"conversation_id":12,"message":"no more cheaper","classifier_follow_up_intent":"another_option","effective_follow_up_intent":"another_option","follow_up_intent_for_select_best":"another_option","short_blocks_store_product_selection":false,"filtered_count":2,"is_explicit_product":false,"price_follow_up_active":false,"is_image_followup_context":false},"timestamp":1777338800895}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H3_selection_branch_null_product","location":"WhatsAppBotContextForAiService.php:selection_post_branch","message":"selection_branch_result","data":{"conversation_id":12,"message":"no more cheaper","selection_branch":"carousel_exhausted","follow_up_intent_effective":"another_option","follow_up_intent_for_select_best":"another_option","is_another_option":true,"show_same_product_again":false,"short_blocks_store_product_selection":false,"filtered_count":2,"selected_product_id":null,"selected_has_media":false},"timestamp":1777338800897}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":12,"is_image_followup_context":false,"store_categories_filter_count":1,"filtered_count":2,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777338800901}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":12,"message":"no more cheaper","action":"ask_clarification","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"another_option","classifier_follow_up_intent":"another_option"},"timestamp":1777338800901}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":12,"message":"i will call yuo tomorrow","is_image_followup_context":false,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":null,"follow_up_intent_after_classifier":"other","classifier_follow_up_intent":"other","categories_from_message_count":0,"message_specifies_store_product_details":false},"timestamp":1777338843342}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":12,"is_image_followup_context":false,"store_categories_filter_count":0,"filtered_count":0,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777338843363}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":12,"message":"i will call yuo tomorrow","action":"ask_clarification","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"other","classifier_follow_up_intent":"other"},"timestamp":1777338843364}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":12,"message":"tomottow are you open","is_image_followup_context":false,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":"other","follow_up_intent_after_classifier":"other","classifier_follow_up_intent":"other","categories_from_message_count":0,"message_specifies_store_product_details":false},"timestamp":1777338881850}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":12,"is_image_followup_context":false,"store_categories_filter_count":0,"filtered_count":0,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777338881889}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":12,"message":"tomottow are you open","action":"ask_clarification","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"other","classifier_follow_up_intent":"other"},"timestamp":1777338881889}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":701,"message":"How much would u charge for this","is_image_followup_context":false,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":"another_option","follow_up_intent_after_classifier":"another_option","classifier_follow_up_intent":"another_option","categories_from_message_count":0,"message_specifies_store_product_details":false},"timestamp":1777342640041}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":701,"is_image_followup_context":false,"store_categories_filter_count":0,"filtered_count":0,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777342640087}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":701,"message":"How much would u charge for this","action":"ask_clarification","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"another_option","classifier_follow_up_intent":"another_option"},"timestamp":1777342640089}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":701,"message":"3” babymiah or the initials BM","is_image_followup_context":true,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":null,"follow_up_intent_after_classifier":"another_option","classifier_follow_up_intent":"another_option","categories_from_message_count":1,"message_specifies_store_product_details":false},"timestamp":1777342658291}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H2_routing_to_score_path","location":"WhatsAppBotContextForAiService.php:routing_decision","message":"routing_decision_state","data":{"conversation_id":701,"message":"3” babymiah or the initials BM","classifier_follow_up_intent":"another_option","effective_follow_up_intent":"another_option","follow_up_intent_for_select_best":"another_option","short_blocks_store_product_selection":false,"filtered_count":1,"is_explicit_product":false,"price_follow_up_active":false,"is_image_followup_context":true},"timestamp":1777342658321}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H3_selection_branch_null_product","location":"WhatsAppBotContextForAiService.php:selection_post_branch","message":"selection_branch_result","data":{"conversation_id":701,"message":"3” babymiah or the initials BM","selection_branch":"carousel_next","follow_up_intent_effective":"another_option","follow_up_intent_for_select_best":"another_option","is_another_option":true,"show_same_product_again":false,"short_blocks_store_product_selection":false,"filtered_count":1,"selected_product_id":11,"selected_has_media":true},"timestamp":1777342658322}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":701,"is_image_followup_context":true,"store_categories_filter_count":1,"filtered_count":1,"store_product_for_media_present":true,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777342658324}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":701,"message":"3” babymiah or the initials BM","action":"contact","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":true,"follow_up_intent_before_final_decision":"another_option","classifier_follow_up_intent":"another_option"},"timestamp":1777342658324}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":12,"message":"How much","is_image_followup_context":true,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":null,"follow_up_intent_after_classifier":"another_option","classifier_follow_up_intent":"another_option","categories_from_message_count":1,"message_specifies_store_product_details":false},"timestamp":1777346379746}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H2_routing_to_score_path","location":"WhatsAppBotContextForAiService.php:routing_decision","message":"routing_decision_state","data":{"conversation_id":12,"message":"How much","classifier_follow_up_intent":"another_option","effective_follow_up_intent":"another_option","follow_up_intent_for_select_best":"another_option","short_blocks_store_product_selection":false,"filtered_count":1,"is_explicit_product":false,"price_follow_up_active":false,"is_image_followup_context":true},"timestamp":1777346379785}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H3_selection_branch_null_product","location":"WhatsAppBotContextForAiService.php:selection_post_branch","message":"selection_branch_result","data":{"conversation_id":12,"message":"How much","selection_branch":"carousel_next","follow_up_intent_effective":"another_option","follow_up_intent_for_select_best":"another_option","is_another_option":true,"show_same_product_again":false,"short_blocks_store_product_selection":false,"filtered_count":1,"selected_product_id":11,"selected_has_media":true},"timestamp":1777346379785}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":12,"is_image_followup_context":true,"store_categories_filter_count":1,"filtered_count":1,"store_product_for_media_present":true,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777346379789}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":12,"message":"How much","action":"contact","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":true,"follow_up_intent_before_final_decision":"another_option","classifier_follow_up_intent":"another_option"},"timestamp":1777346379790}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":12,"message":"How much","is_image_followup_context":true,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":null,"follow_up_intent_after_classifier":"another_option","classifier_follow_up_intent":"another_option","categories_from_message_count":1,"message_specifies_store_product_details":false},"timestamp":1777346419308}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H2_routing_to_score_path","location":"WhatsAppBotContextForAiService.php:routing_decision","message":"routing_decision_state","data":{"conversation_id":12,"message":"How much","classifier_follow_up_intent":"another_option","effective_follow_up_intent":"another_option","follow_up_intent_for_select_best":"another_option","short_blocks_store_product_selection":false,"filtered_count":1,"is_explicit_product":false,"price_follow_up_active":false,"is_image_followup_context":true},"timestamp":1777346419338}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H3_selection_branch_null_product","location":"WhatsAppBotContextForAiService.php:selection_post_branch","message":"selection_branch_result","data":{"conversation_id":12,"message":"How much","selection_branch":"carousel_next","follow_up_intent_effective":"another_option","follow_up_intent_for_select_best":"another_option","is_another_option":true,"show_same_product_again":false,"short_blocks_store_product_selection":false,"filtered_count":1,"selected_product_id":11,"selected_has_media":true},"timestamp":1777346419338}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":12,"is_image_followup_context":true,"store_categories_filter_count":1,"filtered_count":1,"store_product_for_media_present":true,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777346419343}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":12,"message":"How much","action":"contact","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":true,"follow_up_intent_before_final_decision":"another_option","classifier_follow_up_intent":"another_option"},"timestamp":1777346419343}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":12,"message":"How much","is_image_followup_context":true,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":null,"follow_up_intent_after_classifier":"another_option","classifier_follow_up_intent":"another_option","categories_from_message_count":1,"message_specifies_store_product_details":false},"timestamp":1777346463161}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H2_routing_to_score_path","location":"WhatsAppBotContextForAiService.php:routing_decision","message":"routing_decision_state","data":{"conversation_id":12,"message":"How much","classifier_follow_up_intent":"another_option","effective_follow_up_intent":"another_option","follow_up_intent_for_select_best":"another_option","short_blocks_store_product_selection":false,"filtered_count":2,"is_explicit_product":false,"price_follow_up_active":false,"is_image_followup_context":true},"timestamp":1777346463196}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H3_selection_branch_null_product","location":"WhatsAppBotContextForAiService.php:selection_post_branch","message":"selection_branch_result","data":{"conversation_id":12,"message":"How much","selection_branch":"carousel_next","follow_up_intent_effective":"another_option","follow_up_intent_for_select_best":"another_option","is_another_option":true,"show_same_product_again":false,"short_blocks_store_product_selection":false,"filtered_count":2,"selected_product_id":4,"selected_has_media":true},"timestamp":1777346463197}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":12,"is_image_followup_context":true,"store_categories_filter_count":1,"filtered_count":2,"store_product_for_media_present":true,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777346463199}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":12,"message":"How much","action":"show_product_next","has_store_product_for_media":true,"store_product_for_media_id":4,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"another_option","classifier_follow_up_intent":"another_option"},"timestamp":1777346463200}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":12,"message":"How much","is_image_followup_context":true,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":null,"follow_up_intent_after_classifier":"another_option","classifier_follow_up_intent":"another_option","categories_from_message_count":1,"message_specifies_store_product_details":false},"timestamp":1777346527041}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H2_routing_to_score_path","location":"WhatsAppBotContextForAiService.php:routing_decision","message":"routing_decision_state","data":{"conversation_id":12,"message":"How much","classifier_follow_up_intent":"another_option","effective_follow_up_intent":"another_option","follow_up_intent_for_select_best":"another_option","short_blocks_store_product_selection":false,"filtered_count":2,"is_explicit_product":false,"price_follow_up_active":false,"is_image_followup_context":true},"timestamp":1777346527055}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H3_selection_branch_null_product","location":"WhatsAppBotContextForAiService.php:selection_post_branch","message":"selection_branch_result","data":{"conversation_id":12,"message":"How much","selection_branch":"carousel_next","follow_up_intent_effective":"another_option","follow_up_intent_for_select_best":"another_option","is_another_option":true,"show_same_product_again":false,"short_blocks_store_product_selection":false,"filtered_count":2,"selected_product_id":4,"selected_has_media":true},"timestamp":1777346527056}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":12,"is_image_followup_context":true,"store_categories_filter_count":1,"filtered_count":2,"store_product_for_media_present":true,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777346527057}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":12,"message":"How much","action":"show_product_next","has_store_product_for_media":true,"store_product_for_media_id":4,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"another_option","classifier_follow_up_intent":"another_option"},"timestamp":1777346527057}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":619,"message":"How much","is_image_followup_context":false,"is_short_or_ambiguous_message":true,"follow_up_intent_from_memory":"another_option","follow_up_intent_after_classifier":"another_option","classifier_follow_up_intent":"another_option","categories_from_message_count":0,"message_specifies_store_product_details":false},"timestamp":1777348737087}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":619,"is_image_followup_context":false,"store_categories_filter_count":0,"filtered_count":0,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777348737107}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":619,"message":"How much","action":"ask_clarification","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"another_option","classifier_follow_up_intent":"another_option"},"timestamp":1777348737109}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":711,"message":"Hm is this but 5 letters","is_image_followup_context":false,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":"another_option","follow_up_intent_after_classifier":"another_option","classifier_follow_up_intent":"another_option","categories_from_message_count":0,"message_specifies_store_product_details":false},"timestamp":1777348745879}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":711,"is_image_followup_context":false,"store_categories_filter_count":0,"filtered_count":0,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777348745904}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":711,"message":"Hm is this but 5 letters","action":"ask_clarification","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"another_option","classifier_follow_up_intent":"another_option"},"timestamp":1777348745905}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":400,"message":"Price","is_image_followup_context":false,"is_short_or_ambiguous_message":true,"follow_up_intent_from_memory":null,"follow_up_intent_after_classifier":null,"classifier_follow_up_intent":null,"categories_from_message_count":1,"message_specifies_store_product_details":false},"timestamp":1777348761989}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H2_routing_to_score_path","location":"WhatsAppBotContextForAiService.php:routing_decision","message":"routing_decision_state","data":{"conversation_id":400,"message":"Price","classifier_follow_up_intent":null,"effective_follow_up_intent":"media","follow_up_intent_for_select_best":null,"short_blocks_store_product_selection":false,"filtered_count":1,"is_explicit_product":false,"price_follow_up_active":true,"is_image_followup_context":false},"timestamp":1777348762047}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H3_selection_branch_null_product","location":"WhatsAppBotContextForAiService.php:selection_post_branch","message":"selection_branch_result","data":{"conversation_id":400,"message":"Price","selection_branch":"same_again","follow_up_intent_effective":"media","follow_up_intent_for_select_best":null,"is_another_option":false,"show_same_product_again":true,"short_blocks_store_product_selection":false,"filtered_count":1,"selected_product_id":11,"selected_has_media":true},"timestamp":1777348762049}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":400,"is_image_followup_context":false,"store_categories_filter_count":1,"filtered_count":1,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":true},"timestamp":1777348762054}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":400,"message":"Price","action":"contact","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":true,"follow_up_intent_before_final_decision":"media","classifier_follow_up_intent":null},"timestamp":1777348762054}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":206,"message":"Okay when you get the price let me know please","is_image_followup_context":true,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":null,"follow_up_intent_after_classifier":null,"classifier_follow_up_intent":null,"categories_from_message_count":1,"message_specifies_store_product_details":false},"timestamp":1777479160099}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H2_routing_to_score_path","location":"WhatsAppBotContextForAiService.php:routing_decision","message":"routing_decision_state","data":{"conversation_id":206,"message":"Okay when you get the price let me know please","classifier_follow_up_intent":null,"effective_follow_up_intent":null,"follow_up_intent_for_select_best":null,"short_blocks_store_product_selection":false,"filtered_count":3,"is_explicit_product":false,"price_follow_up_active":false,"is_image_followup_context":true},"timestamp":1777479160147}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H3_selection_branch_null_product","location":"WhatsAppBotContextForAiService.php:selection_post_branch","message":"selection_branch_result","data":{"conversation_id":206,"message":"Okay when you get the price let me know please","selection_branch":"score_primary","follow_up_intent_effective":null,"follow_up_intent_for_select_best":null,"is_another_option":false,"show_same_product_again":false,"short_blocks_store_product_selection":false,"filtered_count":3,"selected_product_id":null,"selected_has_media":false},"timestamp":1777479160149}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":206,"is_image_followup_context":true,"store_categories_filter_count":1,"filtered_count":3,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777479160153}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":206,"message":"Okay when you get the price let me know please","action":"ask_clarification","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":null,"classifier_follow_up_intent":null},"timestamp":1777479160153}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":206,"message":"And also checking in on the ring","is_image_followup_context":true,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":null,"follow_up_intent_after_classifier":"another_option","classifier_follow_up_intent":"another_option","categories_from_message_count":1,"message_specifies_store_product_details":false},"timestamp":1777479168604}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H2_routing_to_score_path","location":"WhatsAppBotContextForAiService.php:routing_decision","message":"routing_decision_state","data":{"conversation_id":206,"message":"And also checking in on the ring","classifier_follow_up_intent":"another_option","effective_follow_up_intent":"another_option","follow_up_intent_for_select_best":"another_option","short_blocks_store_product_selection":false,"filtered_count":3,"is_explicit_product":false,"price_follow_up_active":false,"is_image_followup_context":true},"timestamp":1777479168628}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H3_selection_branch_null_product","location":"WhatsAppBotContextForAiService.php:selection_post_branch","message":"selection_branch_result","data":{"conversation_id":206,"message":"And also checking in on the ring","selection_branch":"carousel_next","follow_up_intent_effective":"another_option","follow_up_intent_for_select_best":"another_option","is_another_option":true,"show_same_product_again":false,"short_blocks_store_product_selection":false,"filtered_count":3,"selected_product_id":6,"selected_has_media":true},"timestamp":1777479168632}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":206,"is_image_followup_context":true,"store_categories_filter_count":1,"filtered_count":3,"store_product_for_media_present":true,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777479168636}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":206,"message":"And also checking in on the ring","action":"show_product_next","has_store_product_for_media":true,"store_product_for_media_id":6,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"another_option","classifier_follow_up_intent":"another_option"},"timestamp":1777479168636}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":738,"message":"How much is the small one?","is_image_followup_context":false,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":"another_option","follow_up_intent_after_classifier":"another_option","classifier_follow_up_intent":"another_option","categories_from_message_count":0,"message_specifies_store_product_details":false},"timestamp":1777479606644}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":738,"is_image_followup_context":false,"store_categories_filter_count":0,"filtered_count":0,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777479606698}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":738,"message":"How much is the small one?","action":"ask_clarification","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"another_option","classifier_follow_up_intent":"another_option"},"timestamp":1777479606699}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":739,"message":"Can you get me one of them","is_image_followup_context":false,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":"another_option","follow_up_intent_after_classifier":"another_option","classifier_follow_up_intent":"another_option","categories_from_message_count":0,"message_specifies_store_product_details":false},"timestamp":1777479738513}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":739,"message":"Can you get me one of them","action":"contact","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":true,"follow_up_intent_before_final_decision":"another_option","classifier_follow_up_intent":"another_option"},"timestamp":1777479738556}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":452,"message":"5200 after tax ?","is_image_followup_context":false,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":"another_option","follow_up_intent_after_classifier":"another_option","classifier_follow_up_intent":"another_option","categories_from_message_count":0,"message_specifies_store_product_details":false},"timestamp":1777480514535}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":452,"is_image_followup_context":false,"store_categories_filter_count":0,"filtered_count":0,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777480514549}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":452,"message":"5200 after tax ?","action":"ask_clarification","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"another_option","classifier_follow_up_intent":"another_option"},"timestamp":1777480514550}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":341,"message":"Hey brother","is_image_followup_context":false,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":"other","follow_up_intent_after_classifier":"other","classifier_follow_up_intent":"other","categories_from_message_count":0,"message_specifies_store_product_details":false},"timestamp":1777480759940}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":341,"is_image_followup_context":false,"store_categories_filter_count":0,"filtered_count":0,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777480759970}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":341,"message":"Hey brother","action":"ask_clarification","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"other","classifier_follow_up_intent":"other"},"timestamp":1777480759970}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":712,"message":"4200 for the Cartier two tone watch","is_image_followup_context":false,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":null,"follow_up_intent_after_classifier":"another_option","classifier_follow_up_intent":"another_option","categories_from_message_count":1,"message_specifies_store_product_details":true},"timestamp":1777481139885}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H2_routing_to_score_path","location":"WhatsAppBotContextForAiService.php:routing_decision","message":"routing_decision_state","data":{"conversation_id":712,"message":"4200 for the Cartier two tone watch","classifier_follow_up_intent":"another_option","effective_follow_up_intent":"media","follow_up_intent_for_select_best":"another_option","short_blocks_store_product_selection":false,"filtered_count":3,"is_explicit_product":true,"price_follow_up_active":false,"is_image_followup_context":false},"timestamp":1777481139904}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H3_selection_branch_null_product","location":"WhatsAppBotContextForAiService.php:selection_post_branch","message":"selection_branch_result","data":{"conversation_id":712,"message":"4200 for the Cartier two tone watch","selection_branch":"score_primary","follow_up_intent_effective":"media","follow_up_intent_for_select_best":"another_option","is_another_option":false,"show_same_product_again":false,"short_blocks_store_product_selection":false,"filtered_count":3,"selected_product_id":null,"selected_has_media":false},"timestamp":1777481139905}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":712,"is_image_followup_context":false,"store_categories_filter_count":1,"filtered_count":3,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777481139909}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":712,"message":"4200 for the Cartier two tone watch","action":"disambiguate","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":3,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"media","classifier_follow_up_intent":"another_option"},"timestamp":1777481139912}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":135,"message":"Hi hunny, I’m going to send my first payment this Friday May 2nd to get it started. I would like to pick it up no later than May 30th so I w...","is_image_followup_context":false,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":null,"follow_up_intent_after_classifier":"other","classifier_follow_up_intent":"other","categories_from_message_count":1,"message_specifies_store_product_details":false},"timestamp":1777481251198}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H2_routing_to_score_path","location":"WhatsAppBotContextForAiService.php:routing_decision","message":"routing_decision_state","data":{"conversation_id":135,"message":"Hi hunny, I’m going to send my first payment this Friday May 2nd to get it started. I would like to pick it up no later than May 30th so I w...","classifier_follow_up_intent":"other","effective_follow_up_intent":"other","follow_up_intent_for_select_best":"other","short_blocks_store_product_selection":false,"filtered_count":1,"is_explicit_product":false,"price_follow_up_active":false,"is_image_followup_context":false},"timestamp":1777481251224}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H3_selection_branch_null_product","location":"WhatsAppBotContextForAiService.php:selection_post_branch","message":"selection_branch_result","data":{"conversation_id":135,"message":"Hi hunny, I’m going to send my first payment this Friday May 2nd to get it started. I would like to pick it up no later than May 30th so I w...","selection_branch":"score_primary","follow_up_intent_effective":"other","follow_up_intent_for_select_best":"other","is_another_option":false,"show_same_product_again":false,"short_blocks_store_product_selection":false,"filtered_count":1,"selected_product_id":11,"selected_has_media":true},"timestamp":1777481251227}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":135,"is_image_followup_context":false,"store_categories_filter_count":1,"filtered_count":1,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777481251231}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":135,"message":"Hi hunny, I’m going to send my first payment this Friday May 2nd to get it started. I would like to pick it up no later than May 30th so I w...","action":"ask_clarification","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"other","classifier_follow_up_intent":"other"},"timestamp":1777481251232}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":691,"message":"Yea bro","is_image_followup_context":false,"is_short_or_ambiguous_message":true,"follow_up_intent_from_memory":"another_option","follow_up_intent_after_classifier":"another_option","classifier_follow_up_intent":"another_option","categories_from_message_count":0,"message_specifies_store_product_details":false},"timestamp":1777481769662}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":691,"is_image_followup_context":false,"store_categories_filter_count":0,"filtered_count":0,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777481769681}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":691,"message":"Yea bro","action":"ask_clarification","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"another_option","classifier_follow_up_intent":"another_option"},"timestamp":1777481769681}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":738,"message":"Chain included?","is_image_followup_context":false,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":null,"follow_up_intent_after_classifier":"another_option","classifier_follow_up_intent":"another_option","categories_from_message_count":0,"message_specifies_store_product_details":false},"timestamp":1777481803280}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":738,"is_image_followup_context":false,"store_categories_filter_count":0,"filtered_count":0,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777481803299}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":738,"message":"Chain included?","action":"ask_clarification","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"another_option","classifier_follow_up_intent":"another_option"},"timestamp":1777481803299}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":730,"message":"Need 400gs","is_image_followup_context":false,"is_short_or_ambiguous_message":true,"follow_up_intent_from_memory":"another_option","follow_up_intent_after_classifier":"another_option","classifier_follow_up_intent":"another_option","categories_from_message_count":0,"message_specifies_store_product_details":false},"timestamp":1777481842583}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":730,"is_image_followup_context":false,"store_categories_filter_count":0,"filtered_count":0,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777481842603}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":730,"message":"Need 400gs","action":"ask_clarification","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"another_option","classifier_follow_up_intent":"another_option"},"timestamp":1777481842604}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":741,"message":"How much for middle one","is_image_followup_context":false,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":"another_option","follow_up_intent_after_classifier":"another_option","classifier_follow_up_intent":"another_option","categories_from_message_count":0,"message_specifies_store_product_details":false},"timestamp":1777482051624}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":741,"is_image_followup_context":false,"store_categories_filter_count":0,"filtered_count":0,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777482051680}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":741,"message":"How much for middle one","action":"ask_clarification","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"another_option","classifier_follow_up_intent":"another_option"},"timestamp":1777482051680}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":172,"message":"Dont forget about me need it for this weekend goin out","is_image_followup_context":false,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":null,"follow_up_intent_after_classifier":"another_option","classifier_follow_up_intent":"another_option","categories_from_message_count":0,"message_specifies_store_product_details":false},"timestamp":1777482070726}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":172,"is_image_followup_context":false,"store_categories_filter_count":0,"filtered_count":0,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777482070755}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":172,"message":"Dont forget about me need it for this weekend goin out","action":"ask_clarification","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"another_option","classifier_follow_up_intent":"another_option"},"timestamp":1777482070755}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":278,"message":"Lab ?","is_image_followup_context":false,"is_short_or_ambiguous_message":true,"follow_up_intent_from_memory":"another_option","follow_up_intent_after_classifier":"another_option","classifier_follow_up_intent":"another_option","categories_from_message_count":0,"message_specifies_store_product_details":false},"timestamp":1777482534840}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":278,"is_image_followup_context":false,"store_categories_filter_count":0,"filtered_count":0,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777482534878}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":278,"message":"Lab ?","action":"ask_clarification","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"another_option","classifier_follow_up_intent":"another_option"},"timestamp":1777482534879}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":742,"message":"What size diamonds","is_image_followup_context":false,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":"another_option","follow_up_intent_after_classifier":"another_option","classifier_follow_up_intent":"another_option","categories_from_message_count":0,"message_specifies_store_product_details":false},"timestamp":1777482624193}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":742,"is_image_followup_context":false,"store_categories_filter_count":0,"filtered_count":0,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777482624229}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":742,"message":"What size diamonds","action":"ask_clarification","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"another_option","classifier_follow_up_intent":"another_option"},"timestamp":1777482624229}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":385,"message":"I want","is_image_followup_context":false,"is_short_or_ambiguous_message":true,"follow_up_intent_from_memory":"another_option","follow_up_intent_after_classifier":"another_option","classifier_follow_up_intent":"another_option","categories_from_message_count":0,"message_specifies_store_product_details":false},"timestamp":1777482858152}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":385,"is_image_followup_context":false,"store_categories_filter_count":0,"filtered_count":0,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777482858185}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":385,"message":"I want","action":"ask_clarification","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"another_option","classifier_follow_up_intent":"another_option"},"timestamp":1777482858186}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":743,"message":"Make sure to have some more around memorial weekend time.. I’m flying out from the Bahamas to get one","is_image_followup_context":false,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":"another_option","follow_up_intent_after_classifier":"another_option","classifier_follow_up_intent":"another_option","categories_from_message_count":0,"message_specifies_store_product_details":false},"timestamp":1777483063979}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":743,"is_image_followup_context":false,"store_categories_filter_count":0,"filtered_count":0,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777483064004}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":743,"message":"Make sure to have some more around memorial weekend time.. I’m flying out from the Bahamas to get one","action":"ask_clarification","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"another_option","classifier_follow_up_intent":"another_option"},"timestamp":1777483064005}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":744,"message":"How much for middle size","is_image_followup_context":false,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":"another_option","follow_up_intent_after_classifier":"another_option","classifier_follow_up_intent":"another_option","categories_from_message_count":0,"message_specifies_store_product_details":false},"timestamp":1777483146030}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":744,"is_image_followup_context":false,"store_categories_filter_count":0,"filtered_count":0,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777483146051}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":744,"message":"How much for middle size","action":"ask_clarification","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"another_option","classifier_follow_up_intent":"another_option"},"timestamp":1777483146052}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":745,"message":"41mm?","is_image_followup_context":false,"is_short_or_ambiguous_message":true,"follow_up_intent_from_memory":null,"follow_up_intent_after_classifier":"another_option","classifier_follow_up_intent":"another_option","categories_from_message_count":1,"message_specifies_store_product_details":true},"timestamp":1777483454472}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H2_routing_to_score_path","location":"WhatsAppBotContextForAiService.php:routing_decision","message":"routing_decision_state","data":{"conversation_id":745,"message":"41mm?","classifier_follow_up_intent":"another_option","effective_follow_up_intent":"media","follow_up_intent_for_select_best":"another_option","short_blocks_store_product_selection":false,"filtered_count":3,"is_explicit_product":true,"price_follow_up_active":false,"is_image_followup_context":false},"timestamp":1777483454490}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H3_selection_branch_null_product","location":"WhatsAppBotContextForAiService.php:selection_post_branch","message":"selection_branch_result","data":{"conversation_id":745,"message":"41mm?","selection_branch":"score_primary","follow_up_intent_effective":"media","follow_up_intent_for_select_best":"another_option","is_another_option":false,"show_same_product_again":false,"short_blocks_store_product_selection":false,"filtered_count":3,"selected_product_id":null,"selected_has_media":false},"timestamp":1777483454491}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":745,"is_image_followup_context":false,"store_categories_filter_count":1,"filtered_count":3,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777483454493}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":745,"message":"41mm?","action":"disambiguate","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":3,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"media","classifier_follow_up_intent":"another_option"},"timestamp":1777483454493}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":746,"message":"I got two Rolex’s I want two of them can I trade them","is_image_followup_context":false,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":null,"follow_up_intent_after_classifier":"another_option","classifier_follow_up_intent":"another_option","categories_from_message_count":1,"message_specifies_store_product_details":true},"timestamp":1777483658933}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H2_routing_to_score_path","location":"WhatsAppBotContextForAiService.php:routing_decision","message":"routing_decision_state","data":{"conversation_id":746,"message":"I got two Rolex’s I want two of them can I trade them","classifier_follow_up_intent":"another_option","effective_follow_up_intent":"media","follow_up_intent_for_select_best":"another_option","short_blocks_store_product_selection":false,"filtered_count":3,"is_explicit_product":true,"price_follow_up_active":false,"is_image_followup_context":false},"timestamp":1777483658959}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H3_selection_branch_null_product","location":"WhatsAppBotContextForAiService.php:selection_post_branch","message":"selection_branch_result","data":{"conversation_id":746,"message":"I got two Rolex’s I want two of them can I trade them","selection_branch":"score_primary","follow_up_intent_effective":"media","follow_up_intent_for_select_best":"another_option","is_another_option":false,"show_same_product_again":false,"short_blocks_store_product_selection":false,"filtered_count":3,"selected_product_id":7,"selected_has_media":true},"timestamp":1777483658963}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":746,"is_image_followup_context":false,"store_categories_filter_count":1,"filtered_count":3,"store_product_for_media_present":true,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777483658968}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":746,"message":"I got two Rolex’s I want two of them can I trade them","action":"show_product","has_store_product_for_media":true,"store_product_for_media_id":7,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"media","classifier_follow_up_intent":"another_option"},"timestamp":1777483658969}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":103,"message":"Sick bro","is_image_followup_context":false,"is_short_or_ambiguous_message":true,"follow_up_intent_from_memory":"other","follow_up_intent_after_classifier":"other","classifier_follow_up_intent":"other","categories_from_message_count":0,"message_specifies_store_product_details":false},"timestamp":1777483920630}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":103,"is_image_followup_context":false,"store_categories_filter_count":0,"filtered_count":0,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777483920648}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":103,"message":"Sick bro","action":"ask_clarification","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"other","classifier_follow_up_intent":"other"},"timestamp":1777483920648}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":103,"message":"Put it on 22 inch tennance necklace show me how it look on neck","is_image_followup_context":false,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":"another_option","follow_up_intent_after_classifier":"another_option","classifier_follow_up_intent":"another_option","categories_from_message_count":0,"message_specifies_store_product_details":false},"timestamp":1777483938792}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":103,"is_image_followup_context":false,"store_categories_filter_count":0,"filtered_count":0,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777483938821}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":103,"message":"Put it on 22 inch tennance necklace show me how it look on neck","action":"ask_clarification","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"another_option","classifier_follow_up_intent":"another_option"},"timestamp":1777483938822}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":103,"message":"I want to buy the set","is_image_followup_context":false,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":"another_option","follow_up_intent_after_classifier":"another_option","classifier_follow_up_intent":"another_option","categories_from_message_count":0,"message_specifies_store_product_details":false},"timestamp":1777483949047}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":103,"is_image_followup_context":false,"store_categories_filter_count":0,"filtered_count":0,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777483949086}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":103,"message":"I want to buy the set","action":"ask_clarification","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"another_option","classifier_follow_up_intent":"another_option"},"timestamp":1777483949101}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":103,"message":"Did u ask for the watch what’s the best price","is_image_followup_context":false,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":null,"follow_up_intent_after_classifier":"another_option","classifier_follow_up_intent":"another_option","categories_from_message_count":1,"message_specifies_store_product_details":true},"timestamp":1777483958538}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H2_routing_to_score_path","location":"WhatsAppBotContextForAiService.php:routing_decision","message":"routing_decision_state","data":{"conversation_id":103,"message":"Did u ask for the watch what’s the best price","classifier_follow_up_intent":"another_option","effective_follow_up_intent":"media","follow_up_intent_for_select_best":"another_option","short_blocks_store_product_selection":false,"filtered_count":3,"is_explicit_product":true,"price_follow_up_active":false,"is_image_followup_context":false},"timestamp":1777483958564}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H3_selection_branch_null_product","location":"WhatsAppBotContextForAiService.php:selection_post_branch","message":"selection_branch_result","data":{"conversation_id":103,"message":"Did u ask for the watch what’s the best price","selection_branch":"score_primary","follow_up_intent_effective":"media","follow_up_intent_for_select_best":"another_option","is_another_option":false,"show_same_product_again":false,"short_blocks_store_product_selection":false,"filtered_count":3,"selected_product_id":null,"selected_has_media":false},"timestamp":1777483958567}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":103,"is_image_followup_context":false,"store_categories_filter_count":1,"filtered_count":3,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777483958569}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":103,"message":"Did u ask for the watch what’s the best price","action":"disambiguate","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":3,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"media","classifier_follow_up_intent":"another_option"},"timestamp":1777483958570}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":400,"message":"For 1 or both","is_image_followup_context":false,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":null,"follow_up_intent_after_classifier":"another_option","classifier_follow_up_intent":"another_option","categories_from_message_count":1,"message_specifies_store_product_details":false},"timestamp":1777484056693}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H2_routing_to_score_path","location":"WhatsAppBotContextForAiService.php:routing_decision","message":"routing_decision_state","data":{"conversation_id":400,"message":"For 1 or both","classifier_follow_up_intent":"another_option","effective_follow_up_intent":"another_option","follow_up_intent_for_select_best":"another_option","short_blocks_store_product_selection":false,"filtered_count":1,"is_explicit_product":false,"price_follow_up_active":false,"is_image_followup_context":false},"timestamp":1777484056733}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H3_selection_branch_null_product","location":"WhatsAppBotContextForAiService.php:selection_post_branch","message":"selection_branch_result","data":{"conversation_id":400,"message":"For 1 or both","selection_branch":"carousel_exhausted","follow_up_intent_effective":"another_option","follow_up_intent_for_select_best":"another_option","is_another_option":true,"show_same_product_again":false,"short_blocks_store_product_selection":false,"filtered_count":1,"selected_product_id":null,"selected_has_media":false},"timestamp":1777484056734}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":400,"is_image_followup_context":false,"store_categories_filter_count":1,"filtered_count":1,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777484056735}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":400,"message":"For 1 or both","action":"ask_clarification","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"another_option","classifier_follow_up_intent":"another_option"},"timestamp":1777484056736}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":747,"message":"Avi can I send deposit to pick up later this week?","is_image_followup_context":false,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":"other","follow_up_intent_after_classifier":"other","classifier_follow_up_intent":"other","categories_from_message_count":0,"message_specifies_store_product_details":false},"timestamp":1777484233436}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":747,"message":"Avi can I send deposit to pick up later this week?","action":"contact","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":true,"follow_up_intent_before_final_decision":"other","classifier_follow_up_intent":"other"},"timestamp":1777484233459}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":79,"message":"I want","is_image_followup_context":false,"is_short_or_ambiguous_message":true,"follow_up_intent_from_memory":"another_option","follow_up_intent_after_classifier":"another_option","classifier_follow_up_intent":"another_option","categories_from_message_count":0,"message_specifies_store_product_details":false},"timestamp":1777484630830}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":79,"is_image_followup_context":false,"store_categories_filter_count":0,"filtered_count":0,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777484630855}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":79,"message":"I want","action":"ask_clarification","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"another_option","classifier_follow_up_intent":"another_option"},"timestamp":1777484630855}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":748,"message":"Can you answer my text pls","is_image_followup_context":false,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":"other","follow_up_intent_after_classifier":"other","classifier_follow_up_intent":"other","categories_from_message_count":0,"message_specifies_store_product_details":false},"timestamp":1777484765666}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":748,"message":"Can you answer my text pls","action":"contact","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":true,"follow_up_intent_before_final_decision":"other","classifier_follow_up_intent":"other"},"timestamp":1777484765678}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":735,"message":"Who got that lld pendant it’s for sale ?","is_image_followup_context":false,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":"another_option","follow_up_intent_after_classifier":"another_option","classifier_follow_up_intent":"another_option","categories_from_message_count":0,"message_specifies_store_product_details":false},"timestamp":1777484924503}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":735,"is_image_followup_context":false,"store_categories_filter_count":0,"filtered_count":0,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777484924515}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":735,"message":"Who got that lld pendant it’s for sale ?","action":"ask_clarification","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"another_option","classifier_follow_up_intent":"another_option"},"timestamp":1777484924515}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":749,"message":"700","is_image_followup_context":false,"is_short_or_ambiguous_message":true,"follow_up_intent_from_memory":"another_option","follow_up_intent_after_classifier":"another_option","classifier_follow_up_intent":"another_option","categories_from_message_count":0,"message_specifies_store_product_details":false},"timestamp":1777485029629}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":749,"is_image_followup_context":false,"store_categories_filter_count":0,"filtered_count":0,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777485029652}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":749,"message":"700","action":"ask_clarification","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"another_option","classifier_follow_up_intent":"another_option"},"timestamp":1777485029652}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":498,"message":"How much custom rings?","is_image_followup_context":false,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":null,"follow_up_intent_after_classifier":"another_option","classifier_follow_up_intent":"another_option","categories_from_message_count":1,"message_specifies_store_product_details":false},"timestamp":1777485732736}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H2_routing_to_score_path","location":"WhatsAppBotContextForAiService.php:routing_decision","message":"routing_decision_state","data":{"conversation_id":498,"message":"How much custom rings?","classifier_follow_up_intent":"another_option","effective_follow_up_intent":"another_option","follow_up_intent_for_select_best":"another_option","short_blocks_store_product_selection":false,"filtered_count":1,"is_explicit_product":false,"price_follow_up_active":false,"is_image_followup_context":false},"timestamp":1777485732761}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H3_selection_branch_null_product","location":"WhatsAppBotContextForAiService.php:selection_post_branch","message":"selection_branch_result","data":{"conversation_id":498,"message":"How much custom rings?","selection_branch":"carousel_next","follow_up_intent_effective":"another_option","follow_up_intent_for_select_best":"another_option","is_another_option":true,"show_same_product_again":false,"short_blocks_store_product_selection":false,"filtered_count":1,"selected_product_id":11,"selected_has_media":true},"timestamp":1777485732762}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":498,"is_image_followup_context":false,"store_categories_filter_count":1,"filtered_count":1,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":true},"timestamp":1777485732764}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":498,"message":"How much custom rings?","action":"contact","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":true,"follow_up_intent_before_final_decision":"another_option","classifier_follow_up_intent":"another_option"},"timestamp":1777485732765}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":346,"message":"All natural","is_image_followup_context":false,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":"another_option","follow_up_intent_after_classifier":"another_option","classifier_follow_up_intent":"another_option","categories_from_message_count":0,"message_specifies_store_product_details":false},"timestamp":1777485889646}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":346,"is_image_followup_context":false,"store_categories_filter_count":0,"filtered_count":0,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777485889663}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":346,"message":"All natural","action":"ask_clarification","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"another_option","classifier_follow_up_intent":"another_option"},"timestamp":1777485889664}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":346,"message":"For the set","is_image_followup_context":false,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":null,"follow_up_intent_after_classifier":"another_option","classifier_follow_up_intent":"another_option","categories_from_message_count":0,"message_specifies_store_product_details":false},"timestamp":1777485904483}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":346,"is_image_followup_context":false,"store_categories_filter_count":0,"filtered_count":0,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777485904508}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":346,"message":"For the set","action":"ask_clarification","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"another_option","classifier_follow_up_intent":"another_option"},"timestamp":1777485904508}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":498,"message":"I’m trying to start on it","is_image_followup_context":false,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":null,"follow_up_intent_after_classifier":"other","classifier_follow_up_intent":"other","categories_from_message_count":0,"message_specifies_store_product_details":false},"timestamp":1777485906792}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":498,"is_image_followup_context":false,"store_categories_filter_count":0,"filtered_count":0,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777485906827}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":498,"message":"I’m trying to start on it","action":"ask_clarification","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"other","classifier_follow_up_intent":"other"},"timestamp":1777485906827}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":312,"message":"How much for the middle one?","is_image_followup_context":false,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":"another_option","follow_up_intent_after_classifier":"another_option","classifier_follow_up_intent":"another_option","categories_from_message_count":0,"message_specifies_store_product_details":false},"timestamp":1777486297656}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":312,"is_image_followup_context":false,"store_categories_filter_count":0,"filtered_count":0,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777486297679}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":312,"message":"How much for the middle one?","action":"ask_clarification","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"another_option","classifier_follow_up_intent":"another_option"},"timestamp":1777486297680}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":748,"message":"& how much for u to start the work","is_image_followup_context":false,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":null,"follow_up_intent_after_classifier":"another_option","classifier_follow_up_intent":"another_option","categories_from_message_count":1,"message_specifies_store_product_details":false},"timestamp":1777486310465}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H2_routing_to_score_path","location":"WhatsAppBotContextForAiService.php:routing_decision","message":"routing_decision_state","data":{"conversation_id":748,"message":"& how much for u to start the work","classifier_follow_up_intent":"another_option","effective_follow_up_intent":"another_option","follow_up_intent_for_select_best":"another_option","short_blocks_store_product_selection":false,"filtered_count":1,"is_explicit_product":false,"price_follow_up_active":false,"is_image_followup_context":false},"timestamp":1777486310479}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H3_selection_branch_null_product","location":"WhatsAppBotContextForAiService.php:selection_post_branch","message":"selection_branch_result","data":{"conversation_id":748,"message":"& how much for u to start the work","selection_branch":"carousel_next","follow_up_intent_effective":"another_option","follow_up_intent_for_select_best":"another_option","is_another_option":true,"show_same_product_again":false,"short_blocks_store_product_selection":false,"filtered_count":1,"selected_product_id":11,"selected_has_media":true},"timestamp":1777486310480}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":748,"is_image_followup_context":false,"store_categories_filter_count":1,"filtered_count":1,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":true},"timestamp":1777486310482}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":748,"message":"& how much for u to start the work","action":"contact","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":true,"follow_up_intent_before_final_decision":"another_option","classifier_follow_up_intent":"another_option"},"timestamp":1777486310482}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":727,"message":"what would be a nice size with that?","is_image_followup_context":false,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":"another_option","follow_up_intent_after_classifier":"another_option","classifier_follow_up_intent":"another_option","categories_from_message_count":0,"message_specifies_store_product_details":false},"timestamp":1777487549110}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":727,"is_image_followup_context":false,"store_categories_filter_count":0,"filtered_count":0,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777487549127}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":727,"message":"what would be a nice size with that?","action":"ask_clarification","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"another_option","classifier_follow_up_intent":"another_option"},"timestamp":1777487549128}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":358,"message":"Aight these are good. Anything in the 3000 range","is_image_followup_context":false,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":null,"follow_up_intent_after_classifier":"another_option","classifier_follow_up_intent":"another_option","categories_from_message_count":0,"message_specifies_store_product_details":false},"timestamp":1777488115395}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":358,"is_image_followup_context":false,"store_categories_filter_count":0,"filtered_count":0,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777488115433}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":358,"message":"Aight these are good. Anything in the 3000 range","action":"ask_clarification","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"another_option","classifier_follow_up_intent":"another_option"},"timestamp":1777488115434}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":750,"message":"Any 100 gram rose ones?","is_image_followup_context":false,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":"another_option","follow_up_intent_after_classifier":"another_option","classifier_follow_up_intent":"another_option","categories_from_message_count":0,"message_specifies_store_product_details":false},"timestamp":1777488185027}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":750,"is_image_followup_context":false,"store_categories_filter_count":0,"filtered_count":0,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777488185046}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":750,"message":"Any 100 gram rose ones?","action":"ask_clarification","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"another_option","classifier_follow_up_intent":"another_option"},"timestamp":1777488185047}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":358,"message":"Nothing to long","is_image_followup_context":false,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":"other","follow_up_intent_after_classifier":"other","classifier_follow_up_intent":"other","categories_from_message_count":0,"message_specifies_store_product_details":false},"timestamp":1777488201760}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":358,"is_image_followup_context":false,"store_categories_filter_count":0,"filtered_count":0,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777488201784}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":358,"message":"Nothing to long","action":"ask_clarification","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"other","classifier_follow_up_intent":"other"},"timestamp":1777488201785}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":179,"message":"I want it is it on the website","is_image_followup_context":false,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":"other","follow_up_intent_after_classifier":"other","classifier_follow_up_intent":"other","categories_from_message_count":0,"message_specifies_store_product_details":false},"timestamp":1777488434368}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":179,"is_image_followup_context":false,"store_categories_filter_count":0,"filtered_count":0,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777488434395}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":179,"message":"I want it is it on the website","action":"ask_clarification","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"other","classifier_follow_up_intent":"other"},"timestamp":1777488434395}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":726,"message":"Natural","is_image_followup_context":false,"is_short_or_ambiguous_message":true,"follow_up_intent_from_memory":"another_option","follow_up_intent_after_classifier":"another_option","classifier_follow_up_intent":"another_option","categories_from_message_count":0,"message_specifies_store_product_details":false},"timestamp":1777488472824}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":726,"is_image_followup_context":false,"store_categories_filter_count":0,"filtered_count":0,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777488472847}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":726,"message":"Natural","action":"ask_clarification","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"another_option","classifier_follow_up_intent":"another_option"},"timestamp":1777488472847}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":59,"message":"Appreciate it Avi, when you can send me the link for my friend he wants to get grills he lives out of state","is_image_followup_context":false,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":null,"follow_up_intent_after_classifier":"other","classifier_follow_up_intent":"other","categories_from_message_count":1,"message_specifies_store_product_details":true},"timestamp":1777488606317}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H2_routing_to_score_path","location":"WhatsAppBotContextForAiService.php:routing_decision","message":"routing_decision_state","data":{"conversation_id":59,"message":"Appreciate it Avi, when you can send me the link for my friend he wants to get grills he lives out of state","classifier_follow_up_intent":"other","effective_follow_up_intent":"media","follow_up_intent_for_select_best":"other","short_blocks_store_product_selection":false,"filtered_count":2,"is_explicit_product":true,"price_follow_up_active":false,"is_image_followup_context":false},"timestamp":1777488606365}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H3_selection_branch_null_product","location":"WhatsAppBotContextForAiService.php:selection_post_branch","message":"selection_branch_result","data":{"conversation_id":59,"message":"Appreciate it Avi, when you can send me the link for my friend he wants to get grills he lives out of state","selection_branch":"score_primary","follow_up_intent_effective":"media","follow_up_intent_for_select_best":"other","is_another_option":false,"show_same_product_again":false,"short_blocks_store_product_selection":false,"filtered_count":2,"selected_product_id":null,"selected_has_media":false},"timestamp":1777488606367}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":59,"is_image_followup_context":false,"store_categories_filter_count":1,"filtered_count":2,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777488606369}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":59,"message":"Appreciate it Avi, when you can send me the link for my friend he wants to get grills he lives out of state","action":"disambiguate","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":2,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"media","classifier_follow_up_intent":"other"},"timestamp":1777488606370}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":751,"message":"Can u send me link so I can make payment","is_image_followup_context":false,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":"other","follow_up_intent_after_classifier":"other","classifier_follow_up_intent":"other","categories_from_message_count":0,"message_specifies_store_product_details":false},"timestamp":1777488632605}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":751,"message":"Can u send me link so I can make payment","action":"contact","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":true,"follow_up_intent_before_final_decision":"other","classifier_follow_up_intent":"other"},"timestamp":1777488632623}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":753,"message":"Hey how much u charge for custom name pendant 8 letters 3 inches w custom bail vs","is_image_followup_context":false,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":null,"follow_up_intent_after_classifier":"another_option","classifier_follow_up_intent":"another_option","categories_from_message_count":1,"message_specifies_store_product_details":false},"timestamp":1777488747178}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H2_routing_to_score_path","location":"WhatsAppBotContextForAiService.php:routing_decision","message":"routing_decision_state","data":{"conversation_id":753,"message":"Hey how much u charge for custom name pendant 8 letters 3 inches w custom bail vs","classifier_follow_up_intent":"another_option","effective_follow_up_intent":"another_option","follow_up_intent_for_select_best":"another_option","short_blocks_store_product_selection":false,"filtered_count":1,"is_explicit_product":false,"price_follow_up_active":false,"is_image_followup_context":false},"timestamp":1777488747205}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H3_selection_branch_null_product","location":"WhatsAppBotContextForAiService.php:selection_post_branch","message":"selection_branch_result","data":{"conversation_id":753,"message":"Hey how much u charge for custom name pendant 8 letters 3 inches w custom bail vs","selection_branch":"carousel_next","follow_up_intent_effective":"another_option","follow_up_intent_for_select_best":"another_option","is_another_option":true,"show_same_product_again":false,"short_blocks_store_product_selection":false,"filtered_count":1,"selected_product_id":11,"selected_has_media":true},"timestamp":1777488747206}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":753,"is_image_followup_context":false,"store_categories_filter_count":1,"filtered_count":1,"store_product_for_media_present":true,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777488747209}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":753,"message":"Hey how much u charge for custom name pendant 8 letters 3 inches w custom bail vs","action":"show_product_next","has_store_product_for_media":true,"store_product_for_media_id":11,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"another_option","classifier_follow_up_intent":"another_option"},"timestamp":1777488747209}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":354,"message":"Plain","is_image_followup_context":false,"is_short_or_ambiguous_message":true,"follow_up_intent_from_memory":"another_option","follow_up_intent_after_classifier":"another_option","classifier_follow_up_intent":"another_option","categories_from_message_count":0,"message_specifies_store_product_details":false},"timestamp":1777489080931}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":354,"message":"Plain","action":"contact","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":true,"follow_up_intent_before_final_decision":"another_option","classifier_follow_up_intent":"another_option"},"timestamp":1777489080960}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":754,"message":"How’s it going","is_image_followup_context":false,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":"other","follow_up_intent_after_classifier":"other","classifier_follow_up_intent":"other","categories_from_message_count":0,"message_specifies_store_product_details":false},"timestamp":1777489099249}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":754,"is_image_followup_context":false,"store_categories_filter_count":0,"filtered_count":0,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777489099263}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":754,"message":"How’s it going","action":"ask_clarification","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"other","classifier_follow_up_intent":"other"},"timestamp":1777489099263}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":179,"message":"Lmk what all I need to send","is_image_followup_context":false,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":"other","follow_up_intent_after_classifier":"other","classifier_follow_up_intent":"other","categories_from_message_count":0,"message_specifies_store_product_details":false},"timestamp":1777489117539}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":179,"is_image_followup_context":false,"store_categories_filter_count":0,"filtered_count":0,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777489117596}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":179,"message":"Lmk what all I need to send","action":"ask_clarification","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"other","classifier_follow_up_intent":"other"},"timestamp":1777489117596}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":755,"message":"Can you rose gold what size is G what type of diamonds vs1 and si","is_image_followup_context":false,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":"another_option","follow_up_intent_after_classifier":"another_option","classifier_follow_up_intent":"another_option","categories_from_message_count":0,"message_specifies_store_product_details":true},"timestamp":1777489192559}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":755,"is_image_followup_context":false,"store_categories_filter_count":0,"filtered_count":0,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777489192588}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":755,"message":"Can you rose gold what size is G what type of diamonds vs1 and si","action":"contact","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":true,"follow_up_intent_before_final_decision":"another_option","classifier_follow_up_intent":"another_option"},"timestamp":1777489192589}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":299,"message":"For something like this how much","is_image_followup_context":false,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":"another_option","follow_up_intent_after_classifier":"another_option","classifier_follow_up_intent":"another_option","categories_from_message_count":0,"message_specifies_store_product_details":false},"timestamp":1777489253623}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":299,"is_image_followup_context":false,"store_categories_filter_count":0,"filtered_count":0,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777489253661}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":299,"message":"For something like this how much","action":"ask_clarification","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"another_option","classifier_follow_up_intent":"another_option"},"timestamp":1777489253662}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":756,"message":"How much for this but 5 letters","is_image_followup_context":false,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":"another_option","follow_up_intent_after_classifier":"another_option","classifier_follow_up_intent":"another_option","categories_from_message_count":0,"message_specifies_store_product_details":false},"timestamp":1777489255560}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":756,"is_image_followup_context":false,"store_categories_filter_count":0,"filtered_count":0,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777489255589}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":756,"message":"How much for this but 5 letters","action":"ask_clarification","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"another_option","classifier_follow_up_intent":"another_option"},"timestamp":1777489255589}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":757,"message":"How much for something this size","is_image_followup_context":false,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":"another_option","follow_up_intent_after_classifier":"another_option","classifier_follow_up_intent":"another_option","categories_from_message_count":0,"message_specifies_store_product_details":false},"timestamp":1777489274113}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":757,"is_image_followup_context":false,"store_categories_filter_count":0,"filtered_count":0,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777489274175}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":757,"message":"How much for something this size","action":"ask_clarification","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"another_option","classifier_follow_up_intent":"another_option"},"timestamp":1777489274176}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":354,"message":"Yellow gold 18k no fu shit","is_image_followup_context":false,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":null,"follow_up_intent_after_classifier":"another_option","classifier_follow_up_intent":"another_option","categories_from_message_count":0,"message_specifies_store_product_details":true},"timestamp":1777489364298}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":354,"is_image_followup_context":false,"store_categories_filter_count":0,"filtered_count":0,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777489364318}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":354,"message":"Yellow gold 18k no fu shit","action":"contact","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":true,"follow_up_intent_before_final_decision":"another_option","classifier_follow_up_intent":"another_option"},"timestamp":1777489364319}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":168,"message":"Hey, looking for a bussdown 10mm miami cuban prong set bracelet 8.5”","is_image_followup_context":false,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":"another_option","follow_up_intent_after_classifier":"another_option","classifier_follow_up_intent":"another_option","categories_from_message_count":0,"message_specifies_store_product_details":true},"timestamp":1777489491736}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":168,"is_image_followup_context":false,"store_categories_filter_count":0,"filtered_count":0,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777489491759}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":168,"message":"Hey, looking for a bussdown 10mm miami cuban prong set bracelet 8.5”","action":"contact","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":true,"follow_up_intent_before_final_decision":"another_option","classifier_follow_up_intent":"another_option"},"timestamp":1777489491760}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":168,"message":"10-12mm, let me know what you have please","is_image_followup_context":false,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":null,"follow_up_intent_after_classifier":"another_option","classifier_follow_up_intent":"another_option","categories_from_message_count":0,"message_specifies_store_product_details":true},"timestamp":1777489501206}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":168,"is_image_followup_context":false,"store_categories_filter_count":0,"filtered_count":0,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777489501230}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":168,"message":"10-12mm, let me know what you have please","action":"contact","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":true,"follow_up_intent_before_final_decision":"another_option","classifier_follow_up_intent":"another_option"},"timestamp":1777489501230}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":758,"message":"How much for the big one","is_image_followup_context":false,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":"another_option","follow_up_intent_after_classifier":"another_option","classifier_follow_up_intent":"another_option","categories_from_message_count":0,"message_specifies_store_product_details":false},"timestamp":1777489663007}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":758,"is_image_followup_context":false,"store_categories_filter_count":0,"filtered_count":0,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777489663051}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":758,"message":"How much for the big one","action":"ask_clarification","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"another_option","classifier_follow_up_intent":"another_option"},"timestamp":1777489663057}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":584,"message":"Damn avi my brother","is_image_followup_context":false,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":"another_option","follow_up_intent_after_classifier":"another_option","classifier_follow_up_intent":"another_option","categories_from_message_count":0,"message_specifies_store_product_details":false},"timestamp":1777489667940}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":584,"is_image_followup_context":false,"store_categories_filter_count":0,"filtered_count":0,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777489667958}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":584,"message":"Damn avi my brother","action":"ask_clarification","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"another_option","classifier_follow_up_intent":"another_option"},"timestamp":1777489667958}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":584,"message":"What’s going on man","is_image_followup_context":false,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":"other","follow_up_intent_after_classifier":"other","classifier_follow_up_intent":"other","categories_from_message_count":0,"message_specifies_store_product_details":false},"timestamp":1777489678658}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":584,"is_image_followup_context":false,"store_categories_filter_count":0,"filtered_count":0,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777489678702}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":584,"message":"What’s going on man","action":"ask_clarification","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"other","classifier_follow_up_intent":"other"},"timestamp":1777489678706}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":584,"message":"I been trying to get in contact with you for like","is_image_followup_context":false,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":null,"follow_up_intent_after_classifier":"other","classifier_follow_up_intent":"other","categories_from_message_count":0,"message_specifies_store_product_details":true},"timestamp":1777489698215}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":584,"is_image_followup_context":false,"store_categories_filter_count":0,"filtered_count":0,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777489698242}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":584,"message":"I been trying to get in contact with you for like","action":"contact","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":true,"follow_up_intent_before_final_decision":"other","classifier_follow_up_intent":"other"},"timestamp":1777489698243}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":584,"message":"2-3 weeks now my brother what’s up man? I’m going to come thru Tommorrow","is_image_followup_context":false,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":null,"follow_up_intent_after_classifier":"other","classifier_follow_up_intent":"other","categories_from_message_count":0,"message_specifies_store_product_details":false},"timestamp":1777489727062}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":584,"is_image_followup_context":false,"store_categories_filter_count":0,"filtered_count":0,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777489727093}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":584,"message":"2-3 weeks now my brother what’s up man? I’m going to come thru Tommorrow","action":"ask_clarification","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"other","classifier_follow_up_intent":"other"},"timestamp":1777489727093}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":759,"message":"How much is the biggest one ?","is_image_followup_context":false,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":"another_option","follow_up_intent_after_classifier":"another_option","classifier_follow_up_intent":"another_option","categories_from_message_count":0,"message_specifies_store_product_details":false},"timestamp":1777489729446}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":759,"is_image_followup_context":false,"store_categories_filter_count":0,"filtered_count":0,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777489729467}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":759,"message":"How much is the biggest one ?","action":"ask_clarification","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"another_option","classifier_follow_up_intent":"another_option"},"timestamp":1777489729467}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":760,"message":"How many inches is this piece ?","is_image_followup_context":false,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":"other","follow_up_intent_after_classifier":"other","classifier_follow_up_intent":"other","categories_from_message_count":0,"message_specifies_store_product_details":false},"timestamp":1777489742155}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":760,"is_image_followup_context":false,"store_categories_filter_count":0,"filtered_count":0,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777489742190}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":760,"message":"How many inches is this piece ?","action":"ask_clarification","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"other","classifier_follow_up_intent":"other"},"timestamp":1777489742190}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":533,"message":"You ain’t got the flooded ones?","is_image_followup_context":false,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":null,"follow_up_intent_after_classifier":"another_option","classifier_follow_up_intent":"another_option","categories_from_message_count":1,"message_specifies_store_product_details":false},"timestamp":1777489828270}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H2_routing_to_score_path","location":"WhatsAppBotContextForAiService.php:routing_decision","message":"routing_decision_state","data":{"conversation_id":533,"message":"You ain’t got the flooded ones?","classifier_follow_up_intent":"another_option","effective_follow_up_intent":"another_option","follow_up_intent_for_select_best":"another_option","short_blocks_store_product_selection":false,"filtered_count":2,"is_explicit_product":false,"price_follow_up_active":false,"is_image_followup_context":false},"timestamp":1777489828307}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H3_selection_branch_null_product","location":"WhatsAppBotContextForAiService.php:selection_post_branch","message":"selection_branch_result","data":{"conversation_id":533,"message":"You ain’t got the flooded ones?","selection_branch":"carousel_next","follow_up_intent_effective":"another_option","follow_up_intent_for_select_best":"another_option","is_another_option":true,"show_same_product_again":false,"short_blocks_store_product_selection":false,"filtered_count":2,"selected_product_id":4,"selected_has_media":true},"timestamp":1777489828309}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":533,"is_image_followup_context":false,"store_categories_filter_count":1,"filtered_count":2,"store_product_for_media_present":true,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777489828311}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":533,"message":"You ain’t got the flooded ones?","action":"show_product_next","has_store_product_for_media":true,"store_product_for_media_id":4,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"another_option","classifier_follow_up_intent":"another_option"},"timestamp":1777489828313}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":533,"message":"Vvs","is_image_followup_context":false,"is_short_or_ambiguous_message":true,"follow_up_intent_from_memory":null,"follow_up_intent_after_classifier":"another_option","classifier_follow_up_intent":"another_option","categories_from_message_count":1,"message_specifies_store_product_details":false},"timestamp":1777489873223}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H2_routing_to_score_path","location":"WhatsAppBotContextForAiService.php:routing_decision","message":"routing_decision_state","data":{"conversation_id":533,"message":"Vvs","classifier_follow_up_intent":"another_option","effective_follow_up_intent":"another_option","follow_up_intent_for_select_best":"another_option","short_blocks_store_product_selection":false,"filtered_count":2,"is_explicit_product":false,"price_follow_up_active":false,"is_image_followup_context":false},"timestamp":1777489873246}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H3_selection_branch_null_product","location":"WhatsAppBotContextForAiService.php:selection_post_branch","message":"selection_branch_result","data":{"conversation_id":533,"message":"Vvs","selection_branch":"carousel_next","follow_up_intent_effective":"another_option","follow_up_intent_for_select_best":"another_option","is_another_option":true,"show_same_product_again":false,"short_blocks_store_product_selection":false,"filtered_count":2,"selected_product_id":5,"selected_has_media":true},"timestamp":1777489873247}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":533,"is_image_followup_context":false,"store_categories_filter_count":1,"filtered_count":2,"store_product_for_media_present":true,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777489873249}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":533,"message":"Vvs","action":"show_product_next","has_store_product_for_media":true,"store_product_for_media_id":5,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"another_option","classifier_follow_up_intent":"another_option"},"timestamp":1777489873249}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":533,"message":"You got these ones?","is_image_followup_context":false,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":null,"follow_up_intent_after_classifier":"another_option","classifier_follow_up_intent":"another_option","categories_from_message_count":0,"message_specifies_store_product_details":false},"timestamp":1777490037798}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":533,"is_image_followup_context":false,"store_categories_filter_count":0,"filtered_count":0,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777490037819}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":533,"message":"You got these ones?","action":"ask_clarification","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"another_option","classifier_follow_up_intent":"another_option"},"timestamp":1777490037820}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":761,"message":"Do you have the plain Cartier Santos and how much ?","is_image_followup_context":false,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":"another_option","follow_up_intent_after_classifier":"another_option","classifier_follow_up_intent":"another_option","categories_from_message_count":0,"message_specifies_store_product_details":true},"timestamp":1777490098145}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":761,"is_image_followup_context":false,"store_categories_filter_count":0,"filtered_count":0,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777490098163}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":761,"message":"Do you have the plain Cartier Santos and how much ?","action":"contact","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":true,"follow_up_intent_before_final_decision":"another_option","classifier_follow_up_intent":"another_option"},"timestamp":1777490098163}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":533,"message":"Looking for one like this","is_image_followup_context":false,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":"another_option","follow_up_intent_after_classifier":"another_option","classifier_follow_up_intent":"another_option","categories_from_message_count":0,"message_specifies_store_product_details":false},"timestamp":1777490104647}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":533,"is_image_followup_context":false,"store_categories_filter_count":0,"filtered_count":0,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777490104686}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":533,"message":"Looking for one like this","action":"ask_clarification","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"another_option","classifier_follow_up_intent":"another_option"},"timestamp":1777490104686}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":762,"message":"How much for 12 pack 10k solid deep cut?","is_image_followup_context":false,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":null,"follow_up_intent_after_classifier":"another_option","classifier_follow_up_intent":"another_option","categories_from_message_count":1,"message_specifies_store_product_details":false},"timestamp":1777490465636}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H2_routing_to_score_path","location":"WhatsAppBotContextForAiService.php:routing_decision","message":"routing_decision_state","data":{"conversation_id":762,"message":"How much for 12 pack 10k solid deep cut?","classifier_follow_up_intent":"another_option","effective_follow_up_intent":"another_option","follow_up_intent_for_select_best":"another_option","short_blocks_store_product_selection":false,"filtered_count":2,"is_explicit_product":false,"price_follow_up_active":false,"is_image_followup_context":false},"timestamp":1777490465660}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H3_selection_branch_null_product","location":"WhatsAppBotContextForAiService.php:selection_post_branch","message":"selection_branch_result","data":{"conversation_id":762,"message":"How much for 12 pack 10k solid deep cut?","selection_branch":"carousel_next","follow_up_intent_effective":"another_option","follow_up_intent_for_select_best":"another_option","is_another_option":true,"show_same_product_again":false,"short_blocks_store_product_selection":false,"filtered_count":2,"selected_product_id":4,"selected_has_media":true},"timestamp":1777490465662}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":762,"is_image_followup_context":false,"store_categories_filter_count":1,"filtered_count":2,"store_product_for_media_present":true,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777490465664}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":762,"message":"How much for 12 pack 10k solid deep cut?","action":"show_product_next","has_store_product_for_media":true,"store_product_for_media_id":4,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"another_option","classifier_follow_up_intent":"another_option"},"timestamp":1777490465664}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":763,"message":"These real diamonds right?","is_image_followup_context":false,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":"another_option","follow_up_intent_after_classifier":"another_option","classifier_follow_up_intent":"another_option","categories_from_message_count":0,"message_specifies_store_product_details":false},"timestamp":1777490988997}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":763,"is_image_followup_context":false,"store_categories_filter_count":0,"filtered_count":0,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777490989018}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":763,"message":"These real diamonds right?","action":"ask_clarification","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"another_option","classifier_follow_up_intent":"another_option"},"timestamp":1777490989018}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":764,"message":"500g 14k ?","is_image_followup_context":false,"is_short_or_ambiguous_message":true,"follow_up_intent_from_memory":"another_option","follow_up_intent_after_classifier":"another_option","classifier_follow_up_intent":"another_option","categories_from_message_count":0,"message_specifies_store_product_details":false},"timestamp":1777491217819}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":764,"is_image_followup_context":false,"store_categories_filter_count":0,"filtered_count":0,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777491217852}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":764,"message":"500g 14k ?","action":"ask_clarification","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"another_option","classifier_follow_up_intent":"another_option"},"timestamp":1777491217852}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":742,"message":"How much with 30 pointers","is_image_followup_context":false,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":"another_option","follow_up_intent_after_classifier":"another_option","classifier_follow_up_intent":"another_option","categories_from_message_count":0,"message_specifies_store_product_details":false},"timestamp":1777491542677}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":742,"is_image_followup_context":false,"store_categories_filter_count":0,"filtered_count":0,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777491542706}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":742,"message":"How much with 30 pointers","action":"ask_clarification","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"another_option","classifier_follow_up_intent":"another_option"},"timestamp":1777491542706}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":765,"message":"What kind of diamonds?","is_image_followup_context":false,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":"another_option","follow_up_intent_after_classifier":"another_option","classifier_follow_up_intent":"another_option","categories_from_message_count":0,"message_specifies_store_product_details":false},"timestamp":1777491684786}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":765,"is_image_followup_context":false,"store_categories_filter_count":0,"filtered_count":0,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777491684812}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":765,"message":"What kind of diamonds?","action":"ask_clarification","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"another_option","classifier_follow_up_intent":"another_option"},"timestamp":1777491684813}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":766,"message":"Yoooo","is_image_followup_context":false,"is_short_or_ambiguous_message":true,"follow_up_intent_from_memory":"other","follow_up_intent_after_classifier":"other","classifier_follow_up_intent":"other","categories_from_message_count":0,"message_specifies_store_product_details":false},"timestamp":1777491810515}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":766,"is_image_followup_context":false,"store_categories_filter_count":0,"filtered_count":0,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777491810536}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":766,"message":"Yoooo","action":"ask_clarification","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"other","classifier_follow_up_intent":"other"},"timestamp":1777491810536}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":767,"message":"Interested","is_image_followup_context":false,"is_short_or_ambiguous_message":true,"follow_up_intent_from_memory":"another_option","follow_up_intent_after_classifier":"another_option","classifier_follow_up_intent":"another_option","categories_from_message_count":0,"message_specifies_store_product_details":false},"timestamp":1777492166005}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":767,"is_image_followup_context":false,"store_categories_filter_count":0,"filtered_count":0,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777492166027}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":767,"message":"Interested","action":"ask_clarification","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"another_option","classifier_follow_up_intent":"another_option"},"timestamp":1777492166027}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":768,"message":"I do buy it can we change it to a X?","is_image_followup_context":false,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":null,"follow_up_intent_after_classifier":"another_option","classifier_follow_up_intent":"another_option","categories_from_message_count":1,"message_specifies_store_product_details":false},"timestamp":1777492385573}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H2_routing_to_score_path","location":"WhatsAppBotContextForAiService.php:routing_decision","message":"routing_decision_state","data":{"conversation_id":768,"message":"I do buy it can we change it to a X?","classifier_follow_up_intent":"another_option","effective_follow_up_intent":"another_option","follow_up_intent_for_select_best":"another_option","short_blocks_store_product_selection":false,"filtered_count":1,"is_explicit_product":false,"price_follow_up_active":false,"is_image_followup_context":false},"timestamp":1777492385591}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H3_selection_branch_null_product","location":"WhatsAppBotContextForAiService.php:selection_post_branch","message":"selection_branch_result","data":{"conversation_id":768,"message":"I do buy it can we change it to a X?","selection_branch":"carousel_next","follow_up_intent_effective":"another_option","follow_up_intent_for_select_best":"another_option","is_another_option":true,"show_same_product_again":false,"short_blocks_store_product_selection":false,"filtered_count":1,"selected_product_id":11,"selected_has_media":true},"timestamp":1777492385592}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":768,"is_image_followup_context":false,"store_categories_filter_count":1,"filtered_count":1,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":true},"timestamp":1777492385596}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":768,"message":"I do buy it can we change it to a X?","action":"contact","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":true,"follow_up_intent_before_final_decision":"another_option","classifier_follow_up_intent":"another_option"},"timestamp":1777492385596}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":758,"message":"Rope chain","is_image_followup_context":false,"is_short_or_ambiguous_message":true,"follow_up_intent_from_memory":null,"follow_up_intent_after_classifier":"another_option","classifier_follow_up_intent":"another_option","categories_from_message_count":0,"message_specifies_store_product_details":false},"timestamp":1777492424085}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":758,"is_image_followup_context":false,"store_categories_filter_count":0,"filtered_count":0,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777492424117}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":758,"message":"Rope chain","action":"ask_clarification","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"another_option","classifier_follow_up_intent":"another_option"},"timestamp":1777492424117}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":769,"message":"36mm?","is_image_followup_context":false,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":null,"follow_up_intent_after_classifier":"another_option","classifier_follow_up_intent":"another_option","categories_from_message_count":1,"message_specifies_store_product_details":true},"timestamp":1777492772533}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H2_routing_to_score_path","location":"WhatsAppBotContextForAiService.php:routing_decision","message":"routing_decision_state","data":{"conversation_id":769,"message":"36mm?","classifier_follow_up_intent":"another_option","effective_follow_up_intent":"media","follow_up_intent_for_select_best":"another_option","short_blocks_store_product_selection":false,"filtered_count":1,"is_explicit_product":true,"price_follow_up_active":false,"is_image_followup_context":false},"timestamp":1777492772545}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H3_selection_branch_null_product","location":"WhatsAppBotContextForAiService.php:selection_post_branch","message":"selection_branch_result","data":{"conversation_id":769,"message":"36mm?","selection_branch":"score_primary","follow_up_intent_effective":"media","follow_up_intent_for_select_best":"another_option","is_another_option":false,"show_same_product_again":false,"short_blocks_store_product_selection":false,"filtered_count":1,"selected_product_id":null,"selected_has_media":false},"timestamp":1777492772546}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":769,"is_image_followup_context":false,"store_categories_filter_count":1,"filtered_count":1,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777492772547}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":769,"message":"36mm?","action":"show_product","has_store_product_for_media":true,"store_product_for_media_id":8,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"media","classifier_follow_up_intent":"another_option"},"timestamp":1777492772547}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":79,"message":"Size?","is_image_followup_context":false,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":"another_option","follow_up_intent_after_classifier":"another_option","classifier_follow_up_intent":"another_option","categories_from_message_count":0,"message_specifies_store_product_details":false},"timestamp":1777492874766}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":79,"is_image_followup_context":false,"store_categories_filter_count":0,"filtered_count":0,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777492874787}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":79,"message":"Size?","action":"ask_clarification","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"another_option","classifier_follow_up_intent":"another_option"},"timestamp":1777492874787}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":770,"message":"Year","is_image_followup_context":false,"is_short_or_ambiguous_message":true,"follow_up_intent_from_memory":"other","follow_up_intent_after_classifier":"other","classifier_follow_up_intent":"other","categories_from_message_count":0,"message_specifies_store_product_details":false},"timestamp":1777493026793}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":770,"is_image_followup_context":false,"store_categories_filter_count":0,"filtered_count":0,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777493026813}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":770,"message":"Year","action":"ask_clarification","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"other","classifier_follow_up_intent":"other"},"timestamp":1777493026813}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":771,"message":"How many mm","is_image_followup_context":false,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":"other","follow_up_intent_after_classifier":"other","classifier_follow_up_intent":"other","categories_from_message_count":0,"message_specifies_store_product_details":false},"timestamp":1777493205197}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":771,"is_image_followup_context":false,"store_categories_filter_count":0,"filtered_count":0,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777493205213}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":771,"message":"How many mm","action":"ask_clarification","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"other","classifier_follow_up_intent":"other"},"timestamp":1777493205213}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":730,"message":"Lab","is_image_followup_context":false,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":null,"follow_up_intent_after_classifier":"another_option","classifier_follow_up_intent":"another_option","categories_from_message_count":0,"message_specifies_store_product_details":false},"timestamp":1777493604147}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":730,"is_image_followup_context":false,"store_categories_filter_count":0,"filtered_count":0,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777493604170}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":730,"message":"Lab","action":"ask_clarification","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"another_option","classifier_follow_up_intent":"another_option"},"timestamp":1777493604171}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":415,"message":"Active deal dem","is_image_followup_context":false,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":"another_option","follow_up_intent_after_classifier":null,"classifier_follow_up_intent":null,"categories_from_message_count":0,"message_specifies_store_product_details":false},"timestamp":1777494326765}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":415,"is_image_followup_context":false,"store_categories_filter_count":0,"filtered_count":0,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777494326809}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":415,"message":"Active deal dem","action":"ask_clarification","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":null,"classifier_follow_up_intent":null},"timestamp":1777494326810}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":411,"message":"What quality diamonds is this","is_image_followup_context":false,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":"another_option","follow_up_intent_after_classifier":"another_option","classifier_follow_up_intent":"another_option","categories_from_message_count":0,"message_specifies_store_product_details":false},"timestamp":1777494505691}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":411,"is_image_followup_context":false,"store_categories_filter_count":0,"filtered_count":0,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777494505732}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":411,"message":"What quality diamonds is this","action":"ask_clarification","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"another_option","classifier_follow_up_intent":"another_option"},"timestamp":1777494505732}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":772,"message":"I can send you the Zelle now and then I can have him come pick them up, bro just give me the OK","is_image_followup_context":false,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":"other","follow_up_intent_after_classifier":"other","classifier_follow_up_intent":"other","categories_from_message_count":0,"message_specifies_store_product_details":false},"timestamp":1777494519382}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":772,"message":"I can send you the Zelle now and then I can have him come pick them up, bro just give me the OK","action":"contact","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":true,"follow_up_intent_before_final_decision":"other","classifier_follow_up_intent":"other"},"timestamp":1777494519404}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":720,"message":"How much","is_image_followup_context":false,"is_short_or_ambiguous_message":true,"follow_up_intent_from_memory":"another_option","follow_up_intent_after_classifier":"another_option","classifier_follow_up_intent":"another_option","categories_from_message_count":0,"message_specifies_store_product_details":false},"timestamp":1777494944537}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":720,"is_image_followup_context":false,"store_categories_filter_count":0,"filtered_count":0,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777494944571}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":720,"message":"How much","action":"ask_clarification","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"another_option","classifier_follow_up_intent":"another_option"},"timestamp":1777494944571}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":758,"message":"How much the hollow","is_image_followup_context":false,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":null,"follow_up_intent_after_classifier":"another_option","classifier_follow_up_intent":"another_option","categories_from_message_count":0,"message_specifies_store_product_details":false},"timestamp":1777496214658}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":758,"is_image_followup_context":false,"store_categories_filter_count":0,"filtered_count":0,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777496214693}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":758,"message":"How much the hollow","action":"ask_clarification","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"another_option","classifier_follow_up_intent":"another_option"},"timestamp":1777496214693}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":773,"message":"Do you allow payment plans or lay away","is_image_followup_context":false,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":"other","follow_up_intent_after_classifier":"other","classifier_follow_up_intent":"other","categories_from_message_count":0,"message_specifies_store_product_details":false},"timestamp":1777496313002}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":773,"is_image_followup_context":false,"store_categories_filter_count":0,"filtered_count":0,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777496313045}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":773,"message":"Do you allow payment plans or lay away","action":"ask_clarification","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"other","classifier_follow_up_intent":"other"},"timestamp":1777496313046}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":533,"message":"Throw me a deal like 8k on one the big rock Carti I can send 3k tomorrow","is_image_followup_context":false,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":null,"follow_up_intent_after_classifier":null,"classifier_follow_up_intent":null,"categories_from_message_count":0,"message_specifies_store_product_details":false},"timestamp":1777496480172}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":533,"message":"Throw me a deal like 8k on one the big rock Carti I can send 3k tomorrow","action":"contact","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":true,"follow_up_intent_before_final_decision":null,"classifier_follow_up_intent":null},"timestamp":1777496480202}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":715,"message":"I need one of these","is_image_followup_context":false,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":"another_option","follow_up_intent_after_classifier":"another_option","classifier_follow_up_intent":"another_option","categories_from_message_count":0,"message_specifies_store_product_details":false},"timestamp":1777496534643}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":715,"is_image_followup_context":false,"store_categories_filter_count":0,"filtered_count":0,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777496534667}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":715,"message":"I need one of these","action":"ask_clarification","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"another_option","classifier_follow_up_intent":"another_option"},"timestamp":1777496534667}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":117,"message":"i’ll be there friday to pick it up","is_image_followup_context":false,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":null,"follow_up_intent_after_classifier":"other","classifier_follow_up_intent":"other","categories_from_message_count":0,"message_specifies_store_product_details":false},"timestamp":1777496629533}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":117,"is_image_followup_context":false,"store_categories_filter_count":0,"filtered_count":0,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777496629558}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":117,"message":"i’ll be there friday to pick it up","action":"ask_clarification","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"other","classifier_follow_up_intent":"other"},"timestamp":1777496629559}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":173,"message":"How much is for it?","is_image_followup_context":false,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":"another_option","follow_up_intent_after_classifier":"another_option","classifier_follow_up_intent":"another_option","categories_from_message_count":0,"message_specifies_store_product_details":false},"timestamp":1777496682912}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":173,"is_image_followup_context":false,"store_categories_filter_count":0,"filtered_count":0,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777496682927}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":173,"message":"How much is for it?","action":"ask_clarification","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"another_option","classifier_follow_up_intent":"another_option"},"timestamp":1777496682927}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":173,"message":"Including the original","is_image_followup_context":false,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":"another_option","follow_up_intent_after_classifier":"another_option","classifier_follow_up_intent":"another_option","categories_from_message_count":0,"message_specifies_store_product_details":false},"timestamp":1777496706295}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":173,"is_image_followup_context":false,"store_categories_filter_count":0,"filtered_count":0,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777496706320}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":173,"message":"Including the original","action":"ask_clarification","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"another_option","classifier_follow_up_intent":"another_option"},"timestamp":1777496706321}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":173,"message":"What would be the balance","is_image_followup_context":false,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":"other","follow_up_intent_after_classifier":"other","classifier_follow_up_intent":"other","categories_from_message_count":0,"message_specifies_store_product_details":false},"timestamp":1777496716076}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":173,"is_image_followup_context":false,"store_categories_filter_count":0,"filtered_count":0,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777496716110}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":173,"message":"What would be the balance","action":"ask_clarification","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"other","classifier_follow_up_intent":"other"},"timestamp":1777496716112}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":727,"message":"how much is that?","is_image_followup_context":false,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":"another_option","follow_up_intent_after_classifier":"another_option","classifier_follow_up_intent":"another_option","categories_from_message_count":0,"message_specifies_store_product_details":false},"timestamp":1777497813263}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":727,"is_image_followup_context":false,"store_categories_filter_count":0,"filtered_count":0,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777497813301}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":727,"message":"how much is that?","action":"ask_clarification","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"another_option","classifier_follow_up_intent":"another_option"},"timestamp":1777497813301}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":775,"message":"How much for some like that","is_image_followup_context":false,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":"another_option","follow_up_intent_after_classifier":"another_option","classifier_follow_up_intent":"another_option","categories_from_message_count":0,"message_specifies_store_product_details":false},"timestamp":1777498140597}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":775,"is_image_followup_context":false,"store_categories_filter_count":0,"filtered_count":0,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777498140627}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":775,"message":"How much for some like that","action":"ask_clarification","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"another_option","classifier_follow_up_intent":"another_option"},"timestamp":1777498140627}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":176,"message":"This fire!!! How much this going for?","is_image_followup_context":false,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":"another_option","follow_up_intent_after_classifier":"another_option","classifier_follow_up_intent":"another_option","categories_from_message_count":0,"message_specifies_store_product_details":false},"timestamp":1777498366731}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":176,"is_image_followup_context":false,"store_categories_filter_count":0,"filtered_count":0,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777498366755}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":176,"message":"This fire!!! How much this going for?","action":"ask_clarification","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"another_option","classifier_follow_up_intent":"another_option"},"timestamp":1777498366755}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":776,"message":"Yoo um looking for a 36mm or Cartier bust down for my brother he gets out n 90 days so I’m trying to start a layaway","is_image_followup_context":false,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":null,"follow_up_intent_after_classifier":"another_option","classifier_follow_up_intent":"another_option","categories_from_message_count":1,"message_specifies_store_product_details":true},"timestamp":1777498755637}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H2_routing_to_score_path","location":"WhatsAppBotContextForAiService.php:routing_decision","message":"routing_decision_state","data":{"conversation_id":776,"message":"Yoo um looking for a 36mm or Cartier bust down for my brother he gets out n 90 days so I’m trying to start a layaway","classifier_follow_up_intent":"another_option","effective_follow_up_intent":"media","follow_up_intent_for_select_best":"another_option","short_blocks_store_product_selection":false,"filtered_count":3,"is_explicit_product":true,"price_follow_up_active":false,"is_image_followup_context":false},"timestamp":1777498755652}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H3_selection_branch_null_product","location":"WhatsAppBotContextForAiService.php:selection_post_branch","message":"selection_branch_result","data":{"conversation_id":776,"message":"Yoo um looking for a 36mm or Cartier bust down for my brother he gets out n 90 days so I’m trying to start a layaway","selection_branch":"score_primary","follow_up_intent_effective":"media","follow_up_intent_for_select_best":"another_option","is_another_option":false,"show_same_product_again":false,"short_blocks_store_product_selection":false,"filtered_count":3,"selected_product_id":null,"selected_has_media":false},"timestamp":1777498755653}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":776,"is_image_followup_context":false,"store_categories_filter_count":1,"filtered_count":3,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777498755655}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":776,"message":"Yoo um looking for a 36mm or Cartier bust down for my brother he gets out n 90 days so I’m trying to start a layaway","action":"show_product","has_store_product_for_media":true,"store_product_for_media_id":8,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"media","classifier_follow_up_intent":"another_option"},"timestamp":1777498755655}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":777,"message":"Yooooo","is_image_followup_context":false,"is_short_or_ambiguous_message":true,"follow_up_intent_from_memory":"other","follow_up_intent_after_classifier":"other","classifier_follow_up_intent":"other","categories_from_message_count":0,"message_specifies_store_product_details":false},"timestamp":1777498766452}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":777,"is_image_followup_context":false,"store_categories_filter_count":0,"filtered_count":0,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777498766473}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":777,"message":"Yooooo","action":"ask_clarification","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"other","classifier_follow_up_intent":"other"},"timestamp":1777498766473}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":778,"message":"Hey, how much for the small pendant?","is_image_followup_context":false,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":"another_option","follow_up_intent_after_classifier":"another_option","classifier_follow_up_intent":"another_option","categories_from_message_count":0,"message_specifies_store_product_details":false},"timestamp":1777500037466}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":778,"is_image_followup_context":false,"store_categories_filter_count":0,"filtered_count":0,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777500037511}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":778,"message":"Hey, how much for the small pendant?","action":"ask_clarification","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"another_option","classifier_follow_up_intent":"another_option"},"timestamp":1777500037512}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":179,"message":"Who is this?","is_image_followup_context":false,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":"other","follow_up_intent_after_classifier":"other","classifier_follow_up_intent":"other","categories_from_message_count":0,"message_specifies_store_product_details":false},"timestamp":1777500052924}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":179,"is_image_followup_context":false,"store_categories_filter_count":0,"filtered_count":0,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777500052945}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":179,"message":"Who is this?","action":"ask_clarification","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"other","classifier_follow_up_intent":"other"},"timestamp":1777500052945}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":779,"message":"Do two for 8k","is_image_followup_context":false,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":"another_option","follow_up_intent_after_classifier":"another_option","classifier_follow_up_intent":"another_option","categories_from_message_count":0,"message_specifies_store_product_details":false},"timestamp":1777500472097}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":779,"is_image_followup_context":false,"store_categories_filter_count":0,"filtered_count":0,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777500472115}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":779,"message":"Do two for 8k","action":"ask_clarification","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"another_option","classifier_follow_up_intent":"another_option"},"timestamp":1777500472115}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":777,"message":"When you close","is_image_followup_context":false,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":"other","follow_up_intent_after_classifier":"other","classifier_follow_up_intent":"other","categories_from_message_count":0,"message_specifies_store_product_details":false},"timestamp":1777500675875}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":777,"is_image_followup_context":false,"store_categories_filter_count":0,"filtered_count":0,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777500675907}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":777,"message":"When you close","action":"ask_clarification","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"other","classifier_follow_up_intent":"other"},"timestamp":1777500675908}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":715,"message":"U gone still have this price next weekend","is_image_followup_context":false,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":"other","follow_up_intent_after_classifier":"other","classifier_follow_up_intent":"other","categories_from_message_count":0,"message_specifies_store_product_details":false},"timestamp":1777501088370}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":715,"is_image_followup_context":false,"store_categories_filter_count":0,"filtered_count":0,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777501088404}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":715,"message":"U gone still have this price next weekend","action":"ask_clarification","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"other","classifier_follow_up_intent":"other"},"timestamp":1777501088405}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":781,"message":"Damn u aint got e like that same price","is_image_followup_context":false,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":"another_option","follow_up_intent_after_classifier":null,"classifier_follow_up_intent":null,"categories_from_message_count":0,"message_specifies_store_product_details":false},"timestamp":1777501461026}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":781,"is_image_followup_context":false,"store_categories_filter_count":0,"filtered_count":0,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777501461038}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":781,"message":"Damn u aint got e like that same price","action":"ask_clarification","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":null,"classifier_follow_up_intent":null},"timestamp":1777501461039}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":499,"message":"How much a charm face will run","is_image_followup_context":false,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":null,"follow_up_intent_after_classifier":"another_option","classifier_follow_up_intent":"another_option","categories_from_message_count":0,"message_specifies_store_product_details":false},"timestamp":1777501738327}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":499,"message":"How much a charm face will run","action":"contact","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":true,"follow_up_intent_before_final_decision":"another_option","classifier_follow_up_intent":"another_option"},"timestamp":1777501738375}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":782,"message":"Yooo","is_image_followup_context":false,"is_short_or_ambiguous_message":true,"follow_up_intent_from_memory":"other","follow_up_intent_after_classifier":"other","classifier_follow_up_intent":"other","categories_from_message_count":0,"message_specifies_store_product_details":false},"timestamp":1777501854999}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":782,"is_image_followup_context":false,"store_categories_filter_count":0,"filtered_count":0,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777501855029}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":782,"message":"Yooo","action":"ask_clarification","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"other","classifier_follow_up_intent":"other"},"timestamp":1777501855029}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":783,"message":"Chain n pendent ?","is_image_followup_context":false,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":"another_option","follow_up_intent_after_classifier":"another_option","classifier_follow_up_intent":"another_option","categories_from_message_count":0,"message_specifies_store_product_details":false},"timestamp":1777501858716}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":783,"is_image_followup_context":false,"store_categories_filter_count":0,"filtered_count":0,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777501858760}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":783,"message":"Chain n pendent ?","action":"ask_clarification","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"another_option","classifier_follow_up_intent":"another_option"},"timestamp":1777501858760}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":784,"message":"What good bro whats the best price you can give me for a cuban link and handchain? For 3k ?","is_image_followup_context":false,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":null,"follow_up_intent_after_classifier":null,"classifier_follow_up_intent":null,"categories_from_message_count":1,"message_specifies_store_product_details":false},"timestamp":1777501905628}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H2_routing_to_score_path","location":"WhatsAppBotContextForAiService.php:routing_decision","message":"routing_decision_state","data":{"conversation_id":784,"message":"What good bro whats the best price you can give me for a cuban link and handchain? For 3k ?","classifier_follow_up_intent":null,"effective_follow_up_intent":null,"follow_up_intent_for_select_best":null,"short_blocks_store_product_selection":false,"filtered_count":1,"is_explicit_product":false,"price_follow_up_active":false,"is_image_followup_context":false},"timestamp":1777501905663}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H3_selection_branch_null_product","location":"WhatsAppBotContextForAiService.php:selection_post_branch","message":"selection_branch_result","data":{"conversation_id":784,"message":"What good bro whats the best price you can give me for a cuban link and handchain? For 3k ?","selection_branch":"score_primary","follow_up_intent_effective":null,"follow_up_intent_for_select_best":null,"is_another_option":false,"show_same_product_again":false,"short_blocks_store_product_selection":false,"filtered_count":1,"selected_product_id":null,"selected_has_media":false},"timestamp":1777501905667}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":784,"is_image_followup_context":false,"store_categories_filter_count":1,"filtered_count":1,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777501905671}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":784,"message":"What good bro whats the best price you can give me for a cuban link and handchain? For 3k ?","action":"ask_clarification","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":null,"classifier_follow_up_intent":null},"timestamp":1777501905674}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":177,"message":"What kind of diamonds","is_image_followup_context":false,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":"another_option","follow_up_intent_after_classifier":"another_option","classifier_follow_up_intent":"another_option","categories_from_message_count":0,"message_specifies_store_product_details":false},"timestamp":1777502559110}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":177,"is_image_followup_context":false,"store_categories_filter_count":0,"filtered_count":0,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777502559133}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":177,"message":"What kind of diamonds","action":"ask_clarification","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"another_option","classifier_follow_up_intent":"another_option"},"timestamp":1777502559134}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":784,"message":"Could be hallow","is_image_followup_context":false,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":null,"follow_up_intent_after_classifier":"another_option","classifier_follow_up_intent":"another_option","categories_from_message_count":0,"message_specifies_store_product_details":false},"timestamp":1777503026651}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":784,"is_image_followup_context":false,"store_categories_filter_count":0,"filtered_count":0,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777503026693}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":784,"message":"Could be hallow","action":"ask_clarification","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"another_option","classifier_follow_up_intent":"another_option"},"timestamp":1777503026694}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":733,"message":"what time are you open","is_image_followup_context":false,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":"other","follow_up_intent_after_classifier":"other","classifier_follow_up_intent":"other","categories_from_message_count":0,"message_specifies_store_product_details":false},"timestamp":1777503491340}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":733,"is_image_followup_context":false,"store_categories_filter_count":0,"filtered_count":0,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777503491362}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":733,"message":"what time are you open","action":"ask_clarification","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"other","classifier_follow_up_intent":"other"},"timestamp":1777503491362}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":785,"message":"What’s the best you will take for it","is_image_followup_context":false,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":"another_option","follow_up_intent_after_classifier":"another_option","classifier_follow_up_intent":"another_option","categories_from_message_count":0,"message_specifies_store_product_details":false},"timestamp":1777504351531}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":785,"is_image_followup_context":false,"store_categories_filter_count":0,"filtered_count":0,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777504351547}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":785,"message":"What’s the best you will take for it","action":"ask_clarification","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"another_option","classifier_follow_up_intent":"another_option"},"timestamp":1777504351548}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":676,"message":"I want to buy the first one in the picture you sent","is_image_followup_context":false,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":"media","follow_up_intent_after_classifier":"media","classifier_follow_up_intent":"media","categories_from_message_count":0,"message_specifies_store_product_details":false},"timestamp":1777504460686}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":676,"is_image_followup_context":false,"store_categories_filter_count":0,"filtered_count":0,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777504460708}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":676,"message":"I want to buy the first one in the picture you sent","action":"ask_clarification","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"media","classifier_follow_up_intent":"media"},"timestamp":1777504460708}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":511,"message":"I can come down on Saturday I got 5 bands","is_image_followup_context":false,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":null,"follow_up_intent_after_classifier":"another_option","classifier_follow_up_intent":"another_option","categories_from_message_count":0,"message_specifies_store_product_details":false},"timestamp":1777504975135}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":511,"message":"I can come down on Saturday I got 5 bands","action":"contact","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":true,"follow_up_intent_before_final_decision":"another_option","classifier_follow_up_intent":"another_option"},"timestamp":1777504975151}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":511,"message":"I’m trying to drop a Cuban bracelet","is_image_followup_context":false,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":null,"follow_up_intent_after_classifier":"another_option","classifier_follow_up_intent":"another_option","categories_from_message_count":0,"message_specifies_store_product_details":false},"timestamp":1777504985700}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":511,"is_image_followup_context":false,"store_categories_filter_count":0,"filtered_count":0,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777504985726}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":511,"message":"I’m trying to drop a Cuban bracelet","action":"ask_clarification","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"another_option","classifier_follow_up_intent":"another_option"},"timestamp":1777504985727}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":786,"message":"U got anymore deals?","is_image_followup_context":false,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":"another_option","follow_up_intent_after_classifier":"another_option","classifier_follow_up_intent":"another_option","categories_from_message_count":0,"message_specifies_store_product_details":false},"timestamp":1777505757429}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":786,"is_image_followup_context":false,"store_categories_filter_count":0,"filtered_count":0,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777505757465}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":786,"message":"U got anymore deals?","action":"ask_clarification","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"another_option","classifier_follow_up_intent":"another_option"},"timestamp":1777505757465}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":604,"message":"What kinda diamonds? And what all after market on them","is_image_followup_context":false,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":"another_option","follow_up_intent_after_classifier":"another_option","classifier_follow_up_intent":"another_option","categories_from_message_count":0,"message_specifies_store_product_details":false},"timestamp":1777505931671}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":604,"message":"What kinda diamonds? And what all after market on them","action":"contact","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":true,"follow_up_intent_before_final_decision":"another_option","classifier_follow_up_intent":"another_option"},"timestamp":1777505931698}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":787,"message":"You got any deals on Cubans rn ?","is_image_followup_context":false,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":"another_option","follow_up_intent_after_classifier":"another_option","classifier_follow_up_intent":"another_option","categories_from_message_count":0,"message_specifies_store_product_details":false},"timestamp":1777506059339}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":787,"is_image_followup_context":false,"store_categories_filter_count":0,"filtered_count":0,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777506059374}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":787,"message":"You got any deals on Cubans rn ?","action":"ask_clarification","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"another_option","classifier_follow_up_intent":"another_option"},"timestamp":1777506059376}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":788,"message":"Let me get it for 6500 rn","is_image_followup_context":false,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":"another_option","follow_up_intent_after_classifier":"another_option","classifier_follow_up_intent":"another_option","categories_from_message_count":0,"message_specifies_store_product_details":false},"timestamp":1777506582034}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":788,"is_image_followup_context":false,"store_categories_filter_count":0,"filtered_count":0,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777506582052}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":788,"message":"Let me get it for 6500 rn","action":"ask_clarification","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"another_option","classifier_follow_up_intent":"another_option"},"timestamp":1777506582052}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":91,"message":"Beautiful how many carats and is it 8inches","is_image_followup_context":false,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":null,"follow_up_intent_after_classifier":"another_option","classifier_follow_up_intent":"another_option","categories_from_message_count":0,"message_specifies_store_product_details":true},"timestamp":1777507145588}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":91,"message":"Beautiful how many carats and is it 8inches","action":"ask_clarification","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"another_option","classifier_follow_up_intent":"another_option"},"timestamp":1777507145611}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":789,"message":"Are those all original","is_image_followup_context":false,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":"another_option","follow_up_intent_after_classifier":"another_option","classifier_follow_up_intent":"another_option","categories_from_message_count":0,"message_specifies_store_product_details":false},"timestamp":1777507155182}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":789,"is_image_followup_context":false,"store_categories_filter_count":0,"filtered_count":0,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777507155205}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":789,"message":"Are those all original","action":"ask_clarification","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"another_option","classifier_follow_up_intent":"another_option"},"timestamp":1777507155205}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":790,"message":"Is it an original Cartier watch? Or whole thing is aftermarket?","is_image_followup_context":false,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":null,"follow_up_intent_after_classifier":"another_option","classifier_follow_up_intent":"another_option","categories_from_message_count":1,"message_specifies_store_product_details":true},"timestamp":1777507299306}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H2_routing_to_score_path","location":"WhatsAppBotContextForAiService.php:routing_decision","message":"routing_decision_state","data":{"conversation_id":790,"message":"Is it an original Cartier watch? Or whole thing is aftermarket?","classifier_follow_up_intent":"another_option","effective_follow_up_intent":"media","follow_up_intent_for_select_best":"another_option","short_blocks_store_product_selection":false,"filtered_count":3,"is_explicit_product":true,"price_follow_up_active":false,"is_image_followup_context":false},"timestamp":1777507299324}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H3_selection_branch_null_product","location":"WhatsAppBotContextForAiService.php:selection_post_branch","message":"selection_branch_result","data":{"conversation_id":790,"message":"Is it an original Cartier watch? Or whole thing is aftermarket?","selection_branch":"score_primary","follow_up_intent_effective":"media","follow_up_intent_for_select_best":"another_option","is_another_option":false,"show_same_product_again":false,"short_blocks_store_product_selection":false,"filtered_count":3,"selected_product_id":null,"selected_has_media":false},"timestamp":1777507299325}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":790,"is_image_followup_context":false,"store_categories_filter_count":1,"filtered_count":3,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777507299327}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":790,"message":"Is it an original Cartier watch? Or whole thing is aftermarket?","action":"disambiguate","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":3,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"media","classifier_follow_up_intent":"another_option"},"timestamp":1777507299328}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":791,"message":"Need","is_image_followup_context":false,"is_short_or_ambiguous_message":true,"follow_up_intent_from_memory":"another_option","follow_up_intent_after_classifier":"another_option","classifier_follow_up_intent":"another_option","categories_from_message_count":0,"message_specifies_store_product_details":false},"timestamp":1777507671404}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":791,"is_image_followup_context":false,"store_categories_filter_count":0,"filtered_count":0,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777507671425}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":791,"message":"Need","action":"ask_clarification","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"another_option","classifier_follow_up_intent":"another_option"},"timestamp":1777507671425}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":385,"message":"Tomorrow","is_image_followup_context":false,"is_short_or_ambiguous_message":true,"follow_up_intent_from_memory":"other","follow_up_intent_after_classifier":"other","classifier_follow_up_intent":"other","categories_from_message_count":0,"message_specifies_store_product_details":false},"timestamp":1777507936089}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":385,"is_image_followup_context":false,"store_categories_filter_count":0,"filtered_count":0,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777507936112}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":385,"message":"Tomorrow","action":"ask_clarification","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"other","classifier_follow_up_intent":"other"},"timestamp":1777507936113}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":675,"message":"You got me??","is_image_followup_context":false,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":"another_option","follow_up_intent_after_classifier":"another_option","classifier_follow_up_intent":"another_option","categories_from_message_count":0,"message_specifies_store_product_details":false},"timestamp":1777508637475}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":675,"is_image_followup_context":false,"store_categories_filter_count":0,"filtered_count":0,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777508637505}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":675,"message":"You got me??","action":"ask_clarification","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"another_option","classifier_follow_up_intent":"another_option"},"timestamp":1777508637505}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":675,"message":"Just wanna change the date an the name","is_image_followup_context":false,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":"other","follow_up_intent_after_classifier":"other","classifier_follow_up_intent":"other","categories_from_message_count":0,"message_specifies_store_product_details":false},"timestamp":1777508650130}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":675,"is_image_followup_context":false,"store_categories_filter_count":0,"filtered_count":0,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777508650157}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":675,"message":"Just wanna change the date an the name","action":"ask_clarification","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"other","classifier_follow_up_intent":"other"},"timestamp":1777508650157}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":398,"message":"Okay bet","is_image_followup_context":false,"is_short_or_ambiguous_message":true,"follow_up_intent_from_memory":"another_option","follow_up_intent_after_classifier":"another_option","classifier_follow_up_intent":"another_option","categories_from_message_count":0,"message_specifies_store_product_details":false},"timestamp":1777508668741}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":398,"is_image_followup_context":false,"store_categories_filter_count":0,"filtered_count":0,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777508668772}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":398,"message":"Okay bet","action":"ask_clarification","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"another_option","classifier_follow_up_intent":"another_option"},"timestamp":1777508668772}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":649,"message":"Brother","is_image_followup_context":false,"is_short_or_ambiguous_message":true,"follow_up_intent_from_memory":"other","follow_up_intent_after_classifier":"other","classifier_follow_up_intent":"other","categories_from_message_count":0,"message_specifies_store_product_details":false},"timestamp":1777508843212}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":649,"is_image_followup_context":false,"store_categories_filter_count":0,"filtered_count":0,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777508843249}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":649,"message":"Brother","action":"ask_clarification","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"other","classifier_follow_up_intent":"other"},"timestamp":1777508843249}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":792,"message":"Yoo","is_image_followup_context":false,"is_short_or_ambiguous_message":true,"follow_up_intent_from_memory":"other","follow_up_intent_after_classifier":"other","classifier_follow_up_intent":"other","categories_from_message_count":0,"message_specifies_store_product_details":false},"timestamp":1777509477763}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":792,"is_image_followup_context":false,"store_categories_filter_count":0,"filtered_count":0,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777509477788}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":792,"message":"Yoo","action":"ask_clarification","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"other","classifier_follow_up_intent":"other"},"timestamp":1777509477788}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":793,"message":"I need the rose gold.","is_image_followup_context":false,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":"another_option","follow_up_intent_after_classifier":"another_option","classifier_follow_up_intent":"another_option","categories_from_message_count":0,"message_specifies_store_product_details":true},"timestamp":1777509975881}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":793,"is_image_followup_context":false,"store_categories_filter_count":0,"filtered_count":0,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777509975916}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":793,"message":"I need the rose gold.","action":"contact","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":true,"follow_up_intent_before_final_decision":"another_option","classifier_follow_up_intent":"another_option"},"timestamp":1777509975918}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":79,"message":"Yea","is_image_followup_context":false,"is_short_or_ambiguous_message":true,"follow_up_intent_from_memory":"another_option","follow_up_intent_after_classifier":"another_option","classifier_follow_up_intent":"another_option","categories_from_message_count":0,"message_specifies_store_product_details":false},"timestamp":1777511262261}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":79,"is_image_followup_context":false,"store_categories_filter_count":0,"filtered_count":0,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777511262297}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":79,"message":"Yea","action":"ask_clarification","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"another_option","classifier_follow_up_intent":"another_option"},"timestamp":1777511262297}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":79,"message":"Hm to change this to a 9?","is_image_followup_context":false,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":"another_option","follow_up_intent_after_classifier":"another_option","classifier_follow_up_intent":"another_option","categories_from_message_count":0,"message_specifies_store_product_details":false},"timestamp":1777511274638}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":79,"is_image_followup_context":false,"store_categories_filter_count":0,"filtered_count":0,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777511274663}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":79,"message":"Hm to change this to a 9?","action":"ask_clarification","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"another_option","classifier_follow_up_intent":"another_option"},"timestamp":1777511274663}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":794,"message":"What’s the price for the big 1","is_image_followup_context":false,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":"another_option","follow_up_intent_after_classifier":null,"classifier_follow_up_intent":null,"categories_from_message_count":0,"message_specifies_store_product_details":false},"timestamp":1777511887219}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":794,"is_image_followup_context":false,"store_categories_filter_count":0,"filtered_count":0,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777511887246}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":794,"message":"What’s the price for the big 1","action":"ask_clarification","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":null,"classifier_follow_up_intent":null},"timestamp":1777511887246}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":795,"message":"How much for 500 grams","is_image_followup_context":false,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":"another_option","follow_up_intent_after_classifier":"another_option","classifier_follow_up_intent":"another_option","categories_from_message_count":0,"message_specifies_store_product_details":false},"timestamp":1777512447977}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":795,"is_image_followup_context":false,"store_categories_filter_count":0,"filtered_count":0,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777512448037}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":795,"message":"How much for 500 grams","action":"ask_clarification","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"another_option","classifier_follow_up_intent":"another_option"},"timestamp":1777512448038}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":796,"message":"How much for sum like that ?","is_image_followup_context":false,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":"another_option","follow_up_intent_after_classifier":"another_option","classifier_follow_up_intent":"another_option","categories_from_message_count":0,"message_specifies_store_product_details":false},"timestamp":1777514909947}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":796,"is_image_followup_context":false,"store_categories_filter_count":0,"filtered_count":0,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777514909975}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":796,"message":"How much for sum like that ?","action":"ask_clarification","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"another_option","classifier_follow_up_intent":"another_option"},"timestamp":1777514909975}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":797,"message":"Hey, these earrings were posted and I was wondering if they were still available ?","is_image_followup_context":false,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":"another_option","follow_up_intent_after_classifier":"another_option","classifier_follow_up_intent":"another_option","categories_from_message_count":0,"message_specifies_store_product_details":false},"timestamp":1777516144959}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":797,"is_image_followup_context":false,"store_categories_filter_count":0,"filtered_count":0,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777516144984}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":797,"message":"Hey, these earrings were posted and I was wondering if they were still available ?","action":"ask_clarification","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"another_option","classifier_follow_up_intent":"another_option"},"timestamp":1777516144984}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":798,"message":"Best price you could the third one ?","is_image_followup_context":false,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":"another_option","follow_up_intent_after_classifier":null,"classifier_follow_up_intent":null,"categories_from_message_count":0,"message_specifies_store_product_details":false},"timestamp":1777516546140}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":798,"is_image_followup_context":false,"store_categories_filter_count":0,"filtered_count":0,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777516546165}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":798,"message":"Best price you could the third one ?","action":"ask_clarification","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":null,"classifier_follow_up_intent":null},"timestamp":1777516546165}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":798,"message":"Im bought the third one for Starr","is_image_followup_context":false,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":"another_option","follow_up_intent_after_classifier":"another_option","classifier_follow_up_intent":"another_option","categories_from_message_count":0,"message_specifies_store_product_details":false},"timestamp":1777516638264}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":798,"is_image_followup_context":false,"store_categories_filter_count":0,"filtered_count":0,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777516638296}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":798,"message":"Im bought the third one for Starr","action":"ask_clarification","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"another_option","classifier_follow_up_intent":"another_option"},"timestamp":1777516638297}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":799,"message":"Yeahhh","is_image_followup_context":false,"is_short_or_ambiguous_message":true,"follow_up_intent_from_memory":"another_option","follow_up_intent_after_classifier":"another_option","classifier_follow_up_intent":"another_option","categories_from_message_count":0,"message_specifies_store_product_details":false},"timestamp":1777516755487}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":799,"is_image_followup_context":false,"store_categories_filter_count":0,"filtered_count":0,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777516755510}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":799,"message":"Yeahhh","action":"ask_clarification","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"another_option","classifier_follow_up_intent":"another_option"},"timestamp":1777516755510}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":243,"message":"Can I trade a 202 14k gram Cuban for a 300 gram","is_image_followup_context":false,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":"another_option","follow_up_intent_after_classifier":"another_option","classifier_follow_up_intent":"another_option","categories_from_message_count":0,"message_specifies_store_product_details":false},"timestamp":1777516755635}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":243,"message":"Can I trade a 202 14k gram Cuban for a 300 gram","action":"contact","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":true,"follow_up_intent_before_final_decision":"another_option","classifier_follow_up_intent":"another_option"},"timestamp":1777516755658}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":304,"message":"What size is the big one ?","is_image_followup_context":false,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":"another_option","follow_up_intent_after_classifier":"another_option","classifier_follow_up_intent":"another_option","categories_from_message_count":0,"message_specifies_store_product_details":false},"timestamp":1777516790702}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":304,"is_image_followup_context":false,"store_categories_filter_count":0,"filtered_count":0,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777516790722}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":304,"message":"What size is the big one ?","action":"ask_clarification","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"another_option","classifier_follow_up_intent":"another_option"},"timestamp":1777516790722}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":800,"message":"How much for the real big one I’m tryna fit three people in one","is_image_followup_context":false,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":"another_option","follow_up_intent_after_classifier":"another_option","classifier_follow_up_intent":"another_option","categories_from_message_count":0,"message_specifies_store_product_details":false},"timestamp":1777518129909}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":800,"is_image_followup_context":false,"store_categories_filter_count":0,"filtered_count":0,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777518129924}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":800,"message":"How much for the real big one I’m tryna fit three people in one","action":"ask_clarification","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"another_option","classifier_follow_up_intent":"another_option"},"timestamp":1777518129924}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":512,"message":"For the G or the whole set","is_image_followup_context":false,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":"another_option","follow_up_intent_after_classifier":"another_option","classifier_follow_up_intent":"another_option","categories_from_message_count":0,"message_specifies_store_product_details":false},"timestamp":1777520258369}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":512,"is_image_followup_context":false,"store_categories_filter_count":0,"filtered_count":0,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777520258392}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":512,"message":"For the G or the whole set","action":"ask_clarification","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"another_option","classifier_follow_up_intent":"another_option"},"timestamp":1777520258392}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":467,"message":"300","is_image_followup_context":false,"is_short_or_ambiguous_message":true,"follow_up_intent_from_memory":"another_option","follow_up_intent_after_classifier":"another_option","classifier_follow_up_intent":"another_option","categories_from_message_count":0,"message_specifies_store_product_details":false},"timestamp":1777521202002}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":467,"is_image_followup_context":false,"store_categories_filter_count":0,"filtered_count":0,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777521202027}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":467,"message":"300","action":"ask_clarification","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"another_option","classifier_follow_up_intent":"another_option"},"timestamp":1777521202028}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":801,"message":"Avi I’m out how’s my ring looking","is_image_followup_context":false,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":null,"follow_up_intent_after_classifier":"other","classifier_follow_up_intent":"other","categories_from_message_count":1,"message_specifies_store_product_details":false},"timestamp":1777522418541}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H2_routing_to_score_path","location":"WhatsAppBotContextForAiService.php:routing_decision","message":"routing_decision_state","data":{"conversation_id":801,"message":"Avi I’m out how’s my ring looking","classifier_follow_up_intent":"other","effective_follow_up_intent":"other","follow_up_intent_for_select_best":"other","short_blocks_store_product_selection":false,"filtered_count":1,"is_explicit_product":false,"price_follow_up_active":false,"is_image_followup_context":false},"timestamp":1777522418580}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H3_selection_branch_null_product","location":"WhatsAppBotContextForAiService.php:selection_post_branch","message":"selection_branch_result","data":{"conversation_id":801,"message":"Avi I’m out how’s my ring looking","selection_branch":"score_primary","follow_up_intent_effective":"other","follow_up_intent_for_select_best":"other","is_another_option":false,"show_same_product_again":false,"short_blocks_store_product_selection":false,"filtered_count":1,"selected_product_id":null,"selected_has_media":false},"timestamp":1777522418581}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":801,"is_image_followup_context":false,"store_categories_filter_count":1,"filtered_count":1,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777522418583}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":801,"message":"Avi I’m out how’s my ring looking","action":"ask_clarification","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"other","classifier_follow_up_intent":"other"},"timestamp":1777522418583}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":718,"message":"Price please","is_image_followup_context":false,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":"another_option","follow_up_intent_after_classifier":null,"classifier_follow_up_intent":null,"categories_from_message_count":0,"message_specifies_store_product_details":false},"timestamp":1777522552598}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":718,"is_image_followup_context":false,"store_categories_filter_count":0,"filtered_count":0,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777522552636}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":718,"message":"Price please","action":"ask_clarification","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":null,"classifier_follow_up_intent":null},"timestamp":1777522552637}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":146,"message":"Do u have diamond chain like dat hood diamond color","is_image_followup_context":false,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":"another_option","follow_up_intent_after_classifier":"another_option","classifier_follow_up_intent":"another_option","categories_from_message_count":0,"message_specifies_store_product_details":false},"timestamp":1777523011584}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":146,"is_image_followup_context":false,"store_categories_filter_count":0,"filtered_count":0,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777523011601}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":146,"message":"Do u have diamond chain like dat hood diamond color","action":"ask_clarification","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"another_option","classifier_follow_up_intent":"another_option"},"timestamp":1777523011601}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":802,"message":"How much? WG.","is_image_followup_context":false,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":"another_option","follow_up_intent_after_classifier":"another_option","classifier_follow_up_intent":"another_option","categories_from_message_count":0,"message_specifies_store_product_details":false},"timestamp":1777523102486}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":802,"is_image_followup_context":false,"store_categories_filter_count":0,"filtered_count":0,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777523102537}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":802,"message":"How much? WG.","action":"ask_clarification","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"another_option","classifier_follow_up_intent":"another_option"},"timestamp":1777523102537}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":802,"message":"How much yellow gold?","is_image_followup_context":false,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":null,"follow_up_intent_after_classifier":"another_option","classifier_follow_up_intent":"another_option","categories_from_message_count":0,"message_specifies_store_product_details":true},"timestamp":1777523187185}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":802,"is_image_followup_context":false,"store_categories_filter_count":0,"filtered_count":0,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777523187209}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":802,"message":"How much yellow gold?","action":"contact","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":true,"follow_up_intent_before_final_decision":"another_option","classifier_follow_up_intent":"another_option"},"timestamp":1777523187211}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":803,"message":"The pointer finger how much","is_image_followup_context":false,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":"another_option","follow_up_intent_after_classifier":"another_option","classifier_follow_up_intent":"another_option","categories_from_message_count":0,"message_specifies_store_product_details":false},"timestamp":1777523194259}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":803,"is_image_followup_context":false,"store_categories_filter_count":0,"filtered_count":0,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777523194281}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":803,"message":"The pointer finger how much","action":"ask_clarification","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"another_option","classifier_follow_up_intent":"another_option"},"timestamp":1777523194281}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":782,"message":"Yooo","is_image_followup_context":false,"is_short_or_ambiguous_message":true,"follow_up_intent_from_memory":"other","follow_up_intent_after_classifier":"other","classifier_follow_up_intent":"other","categories_from_message_count":0,"message_specifies_store_product_details":false},"timestamp":1777523233902}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":782,"is_image_followup_context":false,"store_categories_filter_count":0,"filtered_count":0,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777523233923}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":782,"message":"Yooo","action":"ask_clarification","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"other","classifier_follow_up_intent":"other"},"timestamp":1777523233923}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":804,"message":"Price ?","is_image_followup_context":false,"is_short_or_ambiguous_message":true,"follow_up_intent_from_memory":"another_option","follow_up_intent_after_classifier":null,"classifier_follow_up_intent":null,"categories_from_message_count":0,"message_specifies_store_product_details":false},"timestamp":1777524835335}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":804,"is_image_followup_context":false,"store_categories_filter_count":0,"filtered_count":0,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777524835361}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":804,"message":"Price ?","action":"ask_clarification","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":null,"classifier_follow_up_intent":null},"timestamp":1777524835362}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":804,"message":"Price ?","is_image_followup_context":false,"is_short_or_ambiguous_message":true,"follow_up_intent_from_memory":"another_option","follow_up_intent_after_classifier":null,"classifier_follow_up_intent":null,"categories_from_message_count":0,"message_specifies_store_product_details":false},"timestamp":1777524843874}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":804,"is_image_followup_context":false,"store_categories_filter_count":0,"filtered_count":0,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777524843910}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":804,"message":"Price ?","action":"ask_clarification","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":null,"classifier_follow_up_intent":null},"timestamp":1777524843912}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":805,"message":"What typa diamonds?","is_image_followup_context":false,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":"another_option","follow_up_intent_after_classifier":"another_option","classifier_follow_up_intent":"another_option","categories_from_message_count":0,"message_specifies_store_product_details":false},"timestamp":1777526144903}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":805,"is_image_followup_context":false,"store_categories_filter_count":0,"filtered_count":0,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777526144932}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":805,"message":"What typa diamonds?","action":"ask_clarification","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"another_option","classifier_follow_up_intent":"another_option"},"timestamp":1777526144932}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":146,"message":"Wut color stones","is_image_followup_context":false,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":null,"follow_up_intent_after_classifier":"another_option","classifier_follow_up_intent":"another_option","categories_from_message_count":0,"message_specifies_store_product_details":false},"timestamp":1777526501917}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":146,"is_image_followup_context":false,"store_categories_filter_count":0,"filtered_count":0,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777526501954}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":146,"message":"Wut color stones","action":"ask_clarification","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"another_option","classifier_follow_up_intent":"another_option"},"timestamp":1777526501954}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":806,"message":"What diamond","is_image_followup_context":false,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":"another_option","follow_up_intent_after_classifier":"another_option","classifier_follow_up_intent":"another_option","categories_from_message_count":0,"message_specifies_store_product_details":false},"timestamp":1777531474577}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":806,"is_image_followup_context":false,"store_categories_filter_count":0,"filtered_count":0,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777531474593}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":806,"message":"What diamond","action":"ask_clarification","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"another_option","classifier_follow_up_intent":"another_option"},"timestamp":1777531474594}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":51,"message":"Need!","is_image_followup_context":false,"is_short_or_ambiguous_message":true,"follow_up_intent_from_memory":"another_option","follow_up_intent_after_classifier":"another_option","classifier_follow_up_intent":"another_option","categories_from_message_count":0,"message_specifies_store_product_details":false},"timestamp":1777531742519}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":51,"is_image_followup_context":false,"store_categories_filter_count":0,"filtered_count":0,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777531742547}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":51,"message":"Need!","action":"ask_clarification","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"another_option","classifier_follow_up_intent":"another_option"},"timestamp":1777531742547}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":91,"message":"Yes lawd 💯💯💯💯💯🏆🏆🏆🏆🏆","is_image_followup_context":false,"is_short_or_ambiguous_message":true,"follow_up_intent_from_memory":null,"follow_up_intent_after_classifier":"another_option","classifier_follow_up_intent":"another_option","categories_from_message_count":0,"message_specifies_store_product_details":false},"timestamp":1777534468226}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":91,"is_image_followup_context":false,"store_categories_filter_count":0,"filtered_count":0,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777534468243}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":91,"message":"Yes lawd 💯💯💯💯💯🏆🏆🏆🏆🏆","action":"ask_clarification","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"another_option","classifier_follow_up_intent":"another_option"},"timestamp":1777534468243}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":807,"message":"How much","is_image_followup_context":false,"is_short_or_ambiguous_message":true,"follow_up_intent_from_memory":"another_option","follow_up_intent_after_classifier":"another_option","classifier_follow_up_intent":"another_option","categories_from_message_count":0,"message_specifies_store_product_details":false},"timestamp":1777534933239}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":807,"is_image_followup_context":false,"store_categories_filter_count":0,"filtered_count":0,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777534933291}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":807,"message":"How much","action":"ask_clarification","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"another_option","classifier_follow_up_intent":"another_option"},"timestamp":1777534933292}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":807,"message":"How much","is_image_followup_context":false,"is_short_or_ambiguous_message":true,"follow_up_intent_from_memory":"another_option","follow_up_intent_after_classifier":"another_option","classifier_follow_up_intent":"another_option","categories_from_message_count":0,"message_specifies_store_product_details":false},"timestamp":1777534970949}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":807,"is_image_followup_context":false,"store_categories_filter_count":0,"filtered_count":0,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777534970966}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":807,"message":"How much","action":"ask_clarification","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"another_option","classifier_follow_up_intent":"another_option"},"timestamp":1777534970966}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":808,"message":"Might need u to mail it","is_image_followup_context":false,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":"other","follow_up_intent_after_classifier":"other","classifier_follow_up_intent":"other","categories_from_message_count":0,"message_specifies_store_product_details":false},"timestamp":1777537341176}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":808,"is_image_followup_context":false,"store_categories_filter_count":0,"filtered_count":0,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777537341201}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":808,"message":"Might need u to mail it","action":"ask_clarification","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"other","classifier_follow_up_intent":"other"},"timestamp":1777537341202}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":808,"message":"All natural no Mossi ?","is_image_followup_context":false,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":"another_option","follow_up_intent_after_classifier":"another_option","classifier_follow_up_intent":"another_option","categories_from_message_count":0,"message_specifies_store_product_details":false},"timestamp":1777537353955}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":808,"is_image_followup_context":false,"store_categories_filter_count":0,"filtered_count":0,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777537353988}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":808,"message":"All natural no Mossi ?","action":"ask_clarification","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"another_option","classifier_follow_up_intent":"another_option"},"timestamp":1777537353988}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":809,"message":"Price on sumn like this avi","is_image_followup_context":false,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":"another_option","follow_up_intent_after_classifier":null,"classifier_follow_up_intent":null,"categories_from_message_count":0,"message_specifies_store_product_details":false},"timestamp":1777539675462}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":809,"is_image_followup_context":false,"store_categories_filter_count":0,"filtered_count":0,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777539675491}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":809,"message":"Price on sumn like this avi","action":"ask_clarification","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":null,"classifier_follow_up_intent":null},"timestamp":1777539675492}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":810,"message":"How much for something like the g7","is_image_followup_context":false,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":"another_option","follow_up_intent_after_classifier":"another_option","classifier_follow_up_intent":"another_option","categories_from_message_count":0,"message_specifies_store_product_details":false},"timestamp":1777541292309}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":810,"is_image_followup_context":false,"store_categories_filter_count":0,"filtered_count":0,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777541292341}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":810,"message":"How much for something like the g7","action":"ask_clarification","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"another_option","classifier_follow_up_intent":"another_option"},"timestamp":1777541292342}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":811,"message":"Size","is_image_followup_context":false,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":"another_option","follow_up_intent_after_classifier":"another_option","classifier_follow_up_intent":"another_option","categories_from_message_count":0,"message_specifies_store_product_details":false},"timestamp":1777542761923}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":811,"is_image_followup_context":false,"store_categories_filter_count":0,"filtered_count":0,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777542761948}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":811,"message":"Size","action":"ask_clarification","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"another_option","classifier_follow_up_intent":"another_option"},"timestamp":1777542761949}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":812,"message":"I’ve been looking at the engagement rings you been posting do they come in sets ? Also is it real gold or silver , lab diamonds or natural &...","is_image_followup_context":false,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":"another_option","follow_up_intent_after_classifier":"another_option","classifier_follow_up_intent":"another_option","categories_from_message_count":0,"message_specifies_store_product_details":false},"timestamp":1777542936432}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":812,"is_image_followup_context":false,"store_categories_filter_count":0,"filtered_count":0,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777542936462}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":812,"message":"I’ve been looking at the engagement rings you been posting do they come in sets ? Also is it real gold or silver , lab diamonds or natural &...","action":"ask_clarification","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"another_option","classifier_follow_up_intent":"another_option"},"timestamp":1777542936463}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":813,"message":"What’s the MM","is_image_followup_context":false,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":"another_option","follow_up_intent_after_classifier":"another_option","classifier_follow_up_intent":"another_option","categories_from_message_count":0,"message_specifies_store_product_details":false},"timestamp":1777547758659}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":813,"is_image_followup_context":false,"store_categories_filter_count":0,"filtered_count":0,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777547758685}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":813,"message":"What’s the MM","action":"ask_clarification","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"another_option","classifier_follow_up_intent":"another_option"},"timestamp":1777547758685}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":814,"message":"What’s the price for the one in the middle","is_image_followup_context":false,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":"another_option","follow_up_intent_after_classifier":null,"classifier_follow_up_intent":null,"categories_from_message_count":0,"message_specifies_store_product_details":false},"timestamp":1777548037952}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":814,"is_image_followup_context":false,"store_categories_filter_count":0,"filtered_count":0,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777548037969}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":814,"message":"What’s the price for the one in the middle","action":"ask_clarification","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":null,"classifier_follow_up_intent":null},"timestamp":1777548037970}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":89,"message":"U never sent me case on g shock desighn","is_image_followup_context":false,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":null,"follow_up_intent_after_classifier":"another_option","classifier_follow_up_intent":"another_option","categories_from_message_count":1,"message_specifies_store_product_details":false},"timestamp":1777548058718}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H2_routing_to_score_path","location":"WhatsAppBotContextForAiService.php:routing_decision","message":"routing_decision_state","data":{"conversation_id":89,"message":"U never sent me case on g shock desighn","classifier_follow_up_intent":"another_option","effective_follow_up_intent":"another_option","follow_up_intent_for_select_best":"another_option","short_blocks_store_product_selection":false,"filtered_count":3,"is_explicit_product":false,"price_follow_up_active":false,"is_image_followup_context":false},"timestamp":1777548058746}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H3_selection_branch_null_product","location":"WhatsAppBotContextForAiService.php:selection_post_branch","message":"selection_branch_result","data":{"conversation_id":89,"message":"U never sent me case on g shock desighn","selection_branch":"carousel_next","follow_up_intent_effective":"another_option","follow_up_intent_for_select_best":"another_option","is_another_option":true,"show_same_product_again":false,"short_blocks_store_product_selection":false,"filtered_count":3,"selected_product_id":6,"selected_has_media":true},"timestamp":1777548058746}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":89,"is_image_followup_context":false,"store_categories_filter_count":1,"filtered_count":3,"store_product_for_media_present":true,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777548058748}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":89,"message":"U never sent me case on g shock desighn","action":"show_product_next","has_store_product_for_media":true,"store_product_for_media_id":6,"disambiguation_count":0,"store_product_contact_fallback":false,"follow_up_intent_before_final_decision":"another_option","classifier_follow_up_intent":"another_option"},"timestamp":1777548058750}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":815,"message":"41m ?","is_image_followup_context":false,"is_short_or_ambiguous_message":true,"follow_up_intent_from_memory":"another_option","follow_up_intent_after_classifier":"another_option","classifier_follow_up_intent":"another_option","categories_from_message_count":0,"message_specifies_store_product_details":false},"timestamp":1777550645148}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":815,"message":"41m ?","action":"contact","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":true,"follow_up_intent_before_final_decision":"another_option","classifier_follow_up_intent":"another_option"},"timestamp":1777550645165}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":816,"message":"What’s the price on a 200 gram rose gold Cuban?","is_image_followup_context":false,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":"another_option","follow_up_intent_after_classifier":"another_option","classifier_follow_up_intent":"another_option","categories_from_message_count":0,"message_specifies_store_product_details":true},"timestamp":1777551838128}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":816,"is_image_followup_context":false,"store_categories_filter_count":0,"filtered_count":0,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777551838155}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":816,"message":"What’s the price on a 200 gram rose gold Cuban?","action":"contact","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":true,"follow_up_intent_before_final_decision":"another_option","classifier_follow_up_intent":"another_option"},"timestamp":1777551838155}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H1_followup_intent_unstable","location":"WhatsAppBotContextForAiService.php:follow_up_intent","message":"follow_up_intent_state","data":{"conversation_id":816,"message":"How much for a 200 grams rose gold?","is_image_followup_context":false,"is_short_or_ambiguous_message":false,"follow_up_intent_from_memory":"another_option","follow_up_intent_after_classifier":"another_option","classifier_follow_up_intent":"another_option","categories_from_message_count":0,"message_specifies_store_product_details":true},"timestamp":1777551892387}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H5_media_final_decision_policy","location":"WhatsAppBotContextForAiService.php:resolveFinalIntentDecision:entry","message":"final_decision_entry_snapshot","data":{"conversation_id":816,"is_image_followup_context":false,"store_categories_filter_count":0,"filtered_count":0,"store_product_for_media_present":false,"store_products_disambiguation_count":0,"store_product_contact_fallback":false},"timestamp":1777551892417}
{"sessionId":"516c8b","runId":"pre-fix","hypothesisId":"H4_final_action_drift_or_openai_fallback","location":"WhatsAppBotContextForAiService.php:final_decision","message":"final_decision_after_resolve","data":{"conversation_id":816,"message":"How much for a 200 grams rose gold?","action":"contact","has_store_product_for_media":false,"store_product_for_media_id":null,"disambiguation_count":0,"store_product_contact_fallback":true,"follow_up_intent_before_final_decision":"another_option","classifier_follow_up_intent":"another_option"},"timestamp":1777551892417}