Counted as completed checks in the claim sentence numerator.
Paper Integrity Record · LEDGER
SLBench: Evaluating How LLM Agents Follow Logical Relations in Skills
As of 25 July 2026, Pith completed 6 of 6 listed checks against arXiv:2607.09016. The completed checks produced no public findings within their stated scope.
This is a record of named checks, not a clean-status claim or a paper verdict.
Coverage vector
Listed checks
doi_title_agreement
completedv1.0.0, observed 2026-07-25 13:38:08.630345+00:00
- Scope
- Cited titles compared with titles resolved from their DOI or arXiv identifier.
- Completed surface
- Completed within the stated scope.
doi_compliance
completedv1.0.0, observed 2026-07-21 02:13:02.235467+00:00
- Scope
- DOI and arXiv identifiers listed in the bibliography checked against named registries.
- Completed surface
- Checked 5 references.
ai_meta_artifact
completedv1.0.0, observed 2026-07-20 00:51:30.921373+00:00
- Scope
- Paper body text scanned for literal AI-assistant artifacts.
- Completed surface
- Checked 1 reference.
claim_evidence
completedv1.0.0, observed 2026-07-16 18:45:10.131588+00:00
- Scope
- Recorded paper claims checked for the evidence artifacts they name.
- Completed surface
- Completed within the stated scope.
citation_quote_validity
completedv0.1.0, observed 2026-07-13 17:56:49.325720+00:00
- Scope
- Specific factual attributions checked against cited-paper text available in Pith.
- Completed surface
- Completed within the stated scope.
cited_work_retraction
completedv1.0.0, observed 2026-07-13 10:49:36.028587+00:00
- Scope
- Cited references checked for source-reported retractions or expressions of concern.
- Completed surface
- Completed within the stated scope.
Observations
The completed checks produced no public findings within their stated scope.
Methods and limits
Each listed check names the surface it examined. A skipped, failed, partial, unavailable, not collected, not requested, or withheld check says nothing about what a completed check would have returned.
- Only checks with status completed enter the claim sentence numerator.
- Findings appear only from completed checks and only within the scope printed for that check.
- Severity labels describe one observation row. They do not roll up into a paper judgment.