AWhat changed
Defines source-relative factual precision by decomposing long-form responses into atomic facts and estimates supported fractions with retrieval and language-model checking.
Scientific scope
Defines source-relative factual precision by decomposing long-form responses into atomic facts and estimates supported fractions with retrieval and language-model checking. Measures precision conditional on responding, not recall, completeness or absolute truth. Assumes sufficiently consistent/covering knowledge sources and clear support judgments; decomposition, retrieval and judges may err. Person-biography evaluation is not biology.
Evidence
The linked original sources describe the stated contribution and its evidence limits. WRS has not independently rerun the experiments or certified a proof. Measures precision conditional on responding, not recall, completeness or absolute truth. Assumes sufficiently consistent/covering knowledge sources and clear support judgments; decomposition, retrieval and judges may err. Person-biography evaluation is not biology.
Contributors
- Source-listed authors and technical contributors · SCIENCE: Source-listed authors or explicitly credited technical contributors for the cited versions. Family entries retain source-specific attribution; a combined list is not one original-paper byline or equal individual work. Names alone do not establish resolved identities.
Provisional WRS assessment, edition 2026-10-16.1. Independent expert calibration is pending. This grade does not certify correctness or assign ownership.
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