{"ai_json_enabled":true,"answer":"Preserve attribution by recording, at the time of answer generation, the hub_fact_id and the exact proofs used (with timestamps) and keeping this mapping immutable for that output_id. If hub facts update, existing answers retain their original attribution, while new answers reference the updated facts. In reports, surface locale contributions via a provenance panel that shows which locale contributed which proofs, linked to the specific hub_fact_ids and proofs, without exposing internal data structures. Include a Change Log entry that documents the update, the locale involved, and the impact on future outputs, enabling auditable lineage across language variants.","answer_source":"approved_business_brain_plus_existing_public_conversation","category":"Questions and Answers","category_slug":"questions-and-answers","created_at":"2026-10-19T19:35:03+00:00","daily_publish_cap":5,"date_published":"2026-10-19","display_date":"2026-10-19","drip_batch":"daily_otc_mixed_intelligence_layer","drip_status":"published_topup","editor_images":[],"editor_media_build":"","editor_videos":[],"id":"otc-daily-20261019-3edfae4e","image_ids":[],"image_url":"","last_updated":"2026-10-19T19:36:07+00:00","local_cache_status":"pending_airtable_sync","publish_status":"published","published":true,"published_at":"2026-10-19T19:35:03+00:00","question":"When hub facts change, how do you preserve attribution for a previously generated AI answer, and how should locale contributions be surfaced in a report?","question_intent":"natural_otc_conversation","rss_enabled":true,"rss_pub_date":"Mon, 19 Oct 2026 19:35:03 GMT","scheduled_for":"2026-10-19T19:35:03+00:00","schema_enabled":true,"site_key":"owntheconversationonline","slug":"when-hub-facts-change-how-do-you-preserve-attribution-for-a-previously-generated-ai-answer-and-how-should-locale-contributions-be-surfaced-in-a-report","source":"daily_qa_otc_connected_followup","source_queue_id":"","source_record_ids":[],"source_type":"daily_qa_otc_connected_followup","source_urls":[],"status":"active","tags":["attribution","versioning","provenance","dashboards","daily OTC conversation","connected followup","daily drip"],"updated_at":"2026-10-19T19:36:07+00:00"}