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[P2] AI-curated vs. legacy agreement study #49

Description

@Sanjan-Prabu

Context. On the overlap between AI-curated and legacy records, a systematic agreement study quantifies how the agent compares to expert curation.
Goal. A quantified AI-vs-legacy comparison.
What to do. Compute agreement (graph overlap, mechanism match) across the overlap; summarize where they agree/differ.
Done when. An agreement-study report exists.

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