Provide a provenance panel tied to the answer that lists the locale fact_ids and the proofs consulted, plus a concise attribution summary (e.g., Location A contributed X% of sources; Location B contributed Y%). Attach a Change Log entry showing the localization updates behind the citations. The panel should reveal only canonical facts, proofs, and language mappings, never private procedures or internal graph structures. This enables credible, auditable attribution across locales while preserving privacy.
Own The Conversation Digital Twin · Public Q&A
If AI answers cite multiple locale facts, how can we show which location contributed and what proofs were used without exposing internal data?
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