Constrain language models to selecting observed candidates
For structured extraction from OCR, a language model should select among provenance-carrying candidates rather than generate identifier digits. Resolve strong unambiguous candidates deterministically and invoke the model only when evidence is ambiguous. Validate returned candidat…