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Paper Integrity Record · LEDGER

Toto 2.0: Time Series Forecasting Enters the Scaling Era

As of 28 May 2026, Pith completed 7 of 8 listed checks against arXiv:2605.20119. 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
2605.20119 v2
pith:2026:T3KMXW7PGH56HP4FBMI5GZGW24

Coverage vector

completed 7 of 8 listed checks

Counted as completed checks in the claim sentence numerator.

skipped 1 of 8 listed checks

Skipped checks produced no result and say nothing about absence.

Listed checks

doi_title_agreement

completed

v1.0.0, observed 2026-05-28 16:03:35.739145+00:00

Scope
Cited titles compared with titles resolved from their DOI or arXiv identifier.
Completed surface
Checked 23 references.

ai_meta_artifact

completed

v1.0.0, observed 2026-05-27 03:35:20.507056+00:00

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

claim_evidence

completed

v1.0.0, observed 2026-05-26 19:04:13.797895+00:00

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

doi_compliance

completed

v1.0.0, observed 2026-05-26 11:34:37.220502+00:00

Scope
DOI and arXiv identifiers listed in the bibliography checked against named registries.
Completed surface
Checked 13 references.

external_links

completed

v1.0.0, observed 2026-05-20 17:34:06.231473+00:00

Scope
External URLs extracted from paper text checked at the stated time.
Completed surface
Checked 20 references. Recorded 2 findings from this run.

shingle_duplication

completed

v0.1.0, observed 2026-05-20 09:50:02.398025+00:00

Scope
Available paper body text compared for identical 40-token sequences under the detector's stated exclusions.
Completed surface
Checked 600 references.

citation_quote_validity

skipped

v0.1.0, observed 2026-05-20 03:50:50.351572+00:00

Scope
Specific factual attributions checked against cited-paper text available in Pith.
Reason
Paper body text was unavailable.

cited_work_retraction

completed

v1.0.0, observed 2026-05-20 03:22:00.617631+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.