Paper Integrity Record · LEDGER

Constructing Dynamic Master Logic Models as Knowledge Graphs for Complex System Diagnostics Using Retrieval-Augmented Large Language Models

As of 17 August 2026, Pith completed 5 of 8 listed checks against arXiv:2608.12304. The completed checks produced 3 public findings 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.

pith.integrity.v1
2608.12304 v1
pith:2026:WNATDDRW3ROYSPAIZUCUEVD2CO

Coverage vector

completed 5 of 8 listed checks

Counted as completed checks in the claim sentence numerator.

skipped 3 of 8 listed checks

Skipped checks produced no result and say nothing about absence.

Listed checks

claim_evidence

completed

v1.0.0, observed 2026-08-17 04:48:10.412698+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 2026-08-17 01:08:29.284591+00:00

Scope: Cited titles compared with titles resolved from their DOI or arXiv identifier.
Completed surface: Checked 36 references.

doi_compliance

completed

v1.1.0, observed 2026-08-17 00:30:23.418505+00:00

Scope: DOI and arXiv identifiers listed in the bibliography checked against named registries.
Completed surface: Checked 63 references. Recorded 3 findings from this run.

external_links

completed

v1.0.0, observed 2026-08-13 15:08:33.127644+00:00

Scope: External URLs extracted from paper text checked at the stated time.
Completed surface: Completed within the stated scope.

citation_quote_validity

skipped

v0.1.0, observed 2026-08-13 03:08:40.915405+00:00

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

shingle_duplication

skipped

v0.1.0, observed 2026-08-13 03:08:14.309440+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.

ai_meta_artifact

skipped

v1.0.0, observed 2026-08-13 02:08:35.591783+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 2026-08-13 01:38:04.741424+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.