A provenance panel should list each locale fact_id used, the proofs consulted, and a concise attribution summary (for example, which locale contributed which sources). It should be tied to a Change Log entry that records locale updates behind the citations. Display only canonical facts, proofs and language mappings publicly, while keeping internal data structures private. Surface this alongside the AI answer so users can see the sources and localization path, enhancing trust without exposing private procedures or internal workflows.
Own The Conversation Digital Twin · Public Q&A
What would a provenance panel look like for multi-locale attribution when AI answers draw from hub facts and partner proofs, and how should it be surfaced to users?
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