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How it works · Evidence & confidence

Every fact keeps its receipts.

EnrichedYak stores what it saw separately from what it concludes. Confidence is computed from the evidence — who published it, how it was extracted, how recently and how often it was seen, and whether anything contradicts it. A language model never assigns confidence.

Source authority

A company's own structured data outranks a pattern match in page text.

Independent support

Two pages on different domains count for more than two pages on one.

Recency

Contacts lose half their weight after six months unseen; people and titles after four.

Contradictions are kept

When two values compete, the loser is marked contradicted — not deleted — so you can see the disagreement.