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Paper Integrity Record · LEDGER

ECG-InterpBench: Benchmarking the Interpretability of ECG Foundation Models with Matched-Scale Sparse Autoencoders

As of 2 August 2026, Pith completed 4 of 5 listed checks against arXiv:2607.27404. The completed checks produced 2 public findings within their stated scope. 1 check was skipped and produced no result.

This is a record of named checks, not a clean-status claim or a paper verdict.

pith.integrity.v1
2607.27404 v1
pith:2026:TDELFWDYQB5OXH2UUDVUQZO33S

Coverage vector

completed 4 of 5 listed checks

Counted as completed checks in the claim sentence numerator.

skipped 1 of 5 listed checks

Skipped checks produced no result and say nothing about absence.

Listed checks

doi_compliance

completed

v1.1.0, observed 2026-08-02 08:18:19.382997+00:00

Scope
DOI and arXiv identifiers listed in the bibliography checked against named registries.
Completed surface
Checked 23 references. Recorded 2 findings from this run.

claim_evidence

completed

v1.0.0, observed 2026-08-02 00:48:05.326917+00:00

Scope
Recorded paper claims checked for the evidence artifacts they name.
Completed surface
Completed within the stated scope.

doi_title_agreement

completed

v1.0.0, observed 2026-08-01 08:08:28.039778+00:00

Scope
Cited titles compared with titles resolved from their DOI or arXiv identifier.
Completed surface
Checked 1 reference.

ai_meta_artifact

skipped

v1.0.0, observed 2026-07-31 00:51:29.264670+00:00

Scope
Paper body text scanned for literal AI-assistant artifacts.
Reason
Paper body text was unavailable.

cited_work_retraction

completed

v1.0.0, observed 2026-07-31 00:51:08.883458+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.