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Thaumaturgicon7/hedge-density-atlas

Hedge Density Atlas — Scored LLM Output Benchmark Forensic, evidence-based benchmark of production LLM output: epistemic hedging and structural density, measured deterministically. 1,085 sampled assistant turns from the Thaumaturgicon corpus (119,606 dialog records, 27.3M words, 2023–2026), each scored by the epistemic-guard instrument: S — structural hits: terms naming verifiable objects, counts, operations, records. D — hedge hits: terms qualifying certainty, agency, or… See the full description on the dataset page: https://huggingface.co/datasets/Thaumaturgicon7/hedge-density-atlas.

Author / organizationThaumaturgicon7
License (as declared)other
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Created22 October 2026
Last updated at source22 October 2026
evalshallucination-detectionnlphedginguncertainty-quantification
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