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README.md
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@@ -55,7 +55,7 @@ Finetuning on specific domain data is recommended for best production accuracy.
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| **entailment** | Hypothesis is a faithful, condensed or paraphrased restatement of the premise. All critical constraints, actors, conditions and scope remain intact. |
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| **neutral** | Hypothesis neither follows nor contradicts the premise. Typically introduces unverifiable or out‑of‑scope information (e.g. different institutions, expanded context, unrelated assumptions). |
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| **contradiction** | Hypothesis directly conflicts with the premise: reverses permissions/requirements, changes legal scope, numeric limits, formats, dates, or the responsible authority.
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**Rule:** A single critical mismatch (date / territory / authority / format / obligation vs. optional) is sufficient for `contradiction`, even if most of the text agrees.
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| **entailment** | Hypothesis is a faithful, condensed or paraphrased restatement of the premise. All critical constraints, actors, conditions and scope remain intact. |
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| **neutral** | Hypothesis neither follows nor contradicts the premise. Typically introduces unverifiable or out‑of‑scope information (e.g. different institutions, expanded context, unrelated assumptions). |
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| **contradiction** | Hypothesis directly conflicts with the premise: reverses permissions/requirements, changes legal scope, numeric limits, formats, dates, or the responsible authority or both statements cannot realistically be true at the same time. |
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**Rule:** A single critical mismatch (date / territory / authority / format / obligation vs. optional) is sufficient for `contradiction`, even if most of the text agrees.
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