Link inference contract from card (ceepii_labels_v1)

README.md

@@ -50,6 +50,16 @@ model-index:
             value: 0.000
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+## Inference contract
+
+`cee-pii` is a GLiNER model — its contract is the **exact label set** it was fine-tuned
+on plus the GLiNER call and post-processing. See [`inference_contract/`](./inference_contract):
+
+- [`INFERENCE.md`](./inference_contract/INFERENCE.md) — load + `predict_entities(text, LABELS, threshold=0.5)`, the verbatim label contract, span-alignment drop, and the per-type checksum validators.
+- [`labels_ceepii_v1.json`](./inference_contract/labels_ceepii_v1.json) — the 34 canonical labels (short id ↔ phrasing). Pass the **phrasings** verbatim.
+
+Label-set version `ceepii_labels_v1`, frozen with the weights.
+
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