{"ai_json_enabled":true,"answer":"Treat attribution as a provenance exercise. Provide a provenance panel that lists which hub fact_ids were used, which proofs supported them, and concise locale-specific attribution (e.g., which locale contributed which sources). Link updates to a centralized Change Log and require localization mappings to reference hub fact_ids. Display only canonical facts, proofs, and language mappings publicly, while keeping private procedures in the Operational layer. This approach preserves credibility, enables auditable cross-locale attribution, and avoids exposing internal data structures while acknowledging partner contributions.","answer_source":"approved_business_brain_plus_existing_public_conversation","category":"Digital Twins","category_slug":"digital-twins","created_at":"2026-10-08T19:29:41+00:00","daily_publish_cap":5,"date_published":"2026-10-08","display_date":"2026-10-08","drip_batch":"daily_otc_mixed_intelligence_layer","drip_status":"published_topup","editor_images":[],"editor_media_build":"","editor_videos":[],"id":"otc-daily-20261008-0b5a46ac","image_ids":[],"image_url":"","last_updated":"2026-10-08T19:31:37+00:00","local_cache_status":"pending_airtable_sync","publish_status":"published","published":true,"published_at":"2026-10-08T19:29:41+00:00","question":"In a hub-and-spoke Digital Twin, how should we handle attribution when an AI answer uses both hub facts and localized proofs from a partner network?","question_intent":"natural_otc_conversation","rss_enabled":true,"rss_pub_date":"Thu, 08 Oct 2026 19:29:41 GMT","scheduled_for":"2026-10-08T19:29:41+00:00","schema_enabled":true,"site_key":"owntheconversationonline","slug":"in-a-hub-and-spoke-digital-twin-how-should-we-handle-attribution-when-an-ai-answer-uses-both-hub-facts-and-localized-proofs-from-a-partner-network","source":"daily_qa_otc_connected_followup","source_queue_id":"","source_record_ids":[],"source_type":"daily_qa_otc_connected_followup","source_urls":[],"status":"active","tags":["Provenance","Localization","Attribution","daily OTC conversation","connected followup","daily drip"],"updated_at":"2026-10-08T19:31:37+00:00"}