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Integrity report for Can LLMs Refuse Questions They Do Not Know? Measuring Knowledge-Aware Refusal in Factual Tasks

A machine-verified record of the checks Pith has run against this paper: detector runs, findings, signed bundle events, and canonical identifiers.

arXiv:2510.01782 · pith:2025:VWO2OWZ6J3VJSVSSVPILKNVDNM

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Paper page arXiv integrity.json bundle.json

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Findings

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Signed record

The machine-readable record for this paper lives at /pith/VWO2OWZ6J3VJSVSSVPILKNVDNM/integrity.json. Pith Number bundles also include signed pith.integrity.v1 events where a Pith Number exists.