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docs: clarify entity outputs for core and en_ner models#562

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LarytheLord wants to merge 1 commit intoallenai:mainfrom
LarytheLord:docs/clarify-model-entity-output
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docs: clarify entity outputs for core and en_ner models#562
LarytheLord wants to merge 1 commit intoallenai:mainfrom
LarytheLord:docs/clarify-model-entity-output

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Summary

This PR clarifies expected entity outputs for the available model families.

What changed

  • Added a short Model output notes section under the model table in README.md.
  • Clarified that en_core_sci_* models use a mention detector (generic ENTITY label, trained on MedMentions).
  • Clarified that en_ner_* models provide corpus-specific typed NER labels.

Why

This helps users set the right expectations for doc.ents outputs and reduces confusion about why en_core_sci_* does not emit fine-grained biomedical entity types.

Context: related to user confusion in #550.

Signed-off-by: LarytheLord <llawlietbagsum@gmail.com>
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