Dataset · Hugging Face

SovNodeAI/certified-document-qa

Name: certified-document-qa
Creator: SovNodeAI
License: cc-by-4.0
Keywords: task_categories:question-answering, task_categories:text-retrieval, language:en, license:cc-by-4.0, size_categories:10K<n<100K, format:json, modality:text, library:datasets, library:pandas, library:polars, library:mlcroissant, region:us, long-context, legal, finance

Certified Document QA: span-verified, absence-aware 79,400+ rows · every claim machine-re-checkable · zero frontier-model-derived tokens · includes filings newer than every major training cutoff · plus a free 127K-token verified long-context task-set. Of the 79,438 published rows, 7,921 carry an inline machine-checkable certificate column (needle_public, needle_expansion_v120, absence_public, multihop_public, both teasers, and the dated multihop splits). A further 54,837 rows —… See the full description on the dataset page: https://huggingface.co/datasets/SovNodeAI/certified-document-qa.

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Author / organization	SovNodeAI
License (as declared)	cc-by-4.0
Downloads	212 (as reported by Hugging Face)
Likes	4
Created	13 July 2026
Last updated at source	28 July 2026

long-contextlegalfinancehallucinationabstentionverifiedcertificates

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