Counted as completed checks in the claim sentence numerator.
Paper Integrity Record · LEDGER
Contextualized Evaluation of Vision Language Models through Dynamic, Multi-turn Interactions
As of 2 August 2026, Pith completed 4 of 7 listed checks against arXiv:2607.14499. The completed checks produced 1 public finding within their stated scope. 3 checks were skipped and produced no result.
This is a record of named checks, not a clean-status claim or a paper verdict.
Coverage vector
Skipped checks produced no result and say nothing about absence.
Listed checks
doi_title_agreement
completedv1.0.0, observed 2026-08-02 10:09:01.277886+00:00
- Scope
- Cited titles compared with titles resolved from their DOI or arXiv identifier.
- Completed surface
- Checked 1 reference.
doi_compliance
completedv1.1.0, observed 2026-08-02 01:59:36.184122+00:00
- Scope
- DOI and arXiv identifiers listed in the bibliography checked against named registries.
- Completed surface
- Checked 29 references. Recorded 1 finding from this run.
ai_meta_artifact
skippedv1.0.0, observed 2026-07-24 00:51:41.238182+00:00
- Scope
- Paper body text scanned for literal AI-assistant artifacts.
- Reason
- Paper body text was unavailable.
claim_evidence
completedv1.0.0, observed 2026-07-22 10:29:10.802240+00:00
- Scope
- Recorded paper claims checked for the evidence artifacts they name.
- Completed surface
- Completed within the stated scope.
citation_quote_validity
skippedv0.1.0, observed 2026-07-19 19:57:13.828978+00:00
- Scope
- Specific factual attributions checked against cited-paper text available in Pith.
- Reason
- Paper body text was unavailable.
shingle_duplication
skippedv0.1.0, observed 2026-07-19 13:53:47.143910+00:00
- Scope
- Available paper body text compared for identical 40-token sequences under the detector's stated exclusions.
- Reason
- Usable body text was absent or too short for this check.
cited_work_retraction
completedv1.0.0, observed 2026-07-17 00:50:34.320991+00:00
- Scope
- Cited references checked for source-reported retractions or expressions of concern.
- Completed surface
- Completed within the stated scope.
Observations
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.