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Paper Integrity Record · LEDGER

Quality Assessment of Spectroscopic Data Reduction Pipelines Using Artificial Intelligence: Scrutinizing Data Release 2 from the DESI Survey

As of 12 July 2026, Pith completed 2 of 2 listed checks against arXiv:2606.21035. The completed checks produced 1 public finding within their stated scope.

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

pith.integrity.v1
2606.21035 v1
pith:2026:RLKVWF7U3DWQ6242KW32WLSWX6

Coverage vector

completed 2 of 2 listed checks

Counted as completed checks in the claim sentence numerator.

Listed checks

doi_compliance

completed

v1.0.0, observed 2026-07-12 02:38:25.175876+00:00

Scope
DOI and arXiv identifiers listed in the bibliography checked against named registries.
Completed surface
Checked 52 references. Recorded 1 finding from this run.

ai_meta_artifact

completed

v1.0.0, observed 2026-07-11 00:51:28.588872+00:00

Scope
Paper body text scanned for literal AI-assistant artifacts.
Completed surface
Checked 1 reference.

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.