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The repository’s tests were sparse but telling. A suite of tiny scenarios exercised a different feature in each—data normalization, schema reconciliation, probabilistic matching. The core library exposed a single API: reconcile(inputs[]), and the tests fed it pairs of records gathered from different systems: inventory lists, customer profiles, and malformed addresses. Where conventional tools failed with brittle rules, Chimera returned a ranked set of possible merges, each annotated with a confidence score and a short rationale. A suite of tiny scenarios exercised a different

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