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BeeBright's hints could select an unrelated headword, mix a definition with a different sense's example, or manufacture a generic sentence that did not fit the word. Bronze exposed this problem.
This change rejects unrelated headwords and circular definitions, pairs dictionary definitions and examples by sense, preserves etymology text, and removes the generic sentence fallback. The frontend masks the exact spelling with ___ and does not show stale hints after changing words.
Adds an attributed local catalog with 3,566 definitions, 3,397 origins, and 1,960 contextual examples across the 3,997 built-in words. Bronze has an explicit noun entry and an original sculpture sentence. The catalog includes source links, example references, license information, a reproducible builder, and an exact missing-field report.
This remains a draft: the requested complete catalog is not finished. Coverage counts do not mean every source selection has received editorial review. Missing hints are stated honestly rather than fabricated. No changes have been deployed to production.
Validation: 22 backend tests passed, including exact-word masking across the entire example catalog and coverage reconciliation; 2 frontend hint tests passed; Vite production build passed.