Product documentation
Provenance
How Maven connects an answer or fact back to permitted evidence.
The evidence chain
Retrieved facts and chunks carry identifiers and source metadata. Answers return citation records, and a citation can be resolved into the permitted source excerpt and provenance detail.
Why it matters
Provenance lets a reader verify whether evidence actually supports the answer, discover stale context, and identify the source that should be corrected when knowledge is wrong.
Limits
A citation proves which evidence supported a result; it does not prove the source itself was correct. Source quality and conflict review still require human judgment.