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Paper Integrity Record · LEDGER

Does Bielik Know What It Doesn't Know? Activation Dispersion Separates Entity Familiarity from Factual Reliability Across Model Scale

As of 14 July 2026, Pith completed 8 of 8 listed checks against arXiv:2607.07670. The completed checks produced 6 public findings within their stated scope.

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

pith.integrity.v1
2607.07670 v1
pith:2026:I7LCRBJFAXF2JZ5LYD6TWEZ3TJ

Coverage vector

completed 8 of 8 listed checks

Counted as completed checks in the claim sentence numerator.

Listed checks

doi_compliance

completed

v1.0.0, observed 2026-07-14 18:52:18.877060+00:00

Scope
DOI and arXiv identifiers listed in the bibliography checked against named registries.
Completed surface
Checked 21 references.

doi_title_agreement

completed

v1.0.0, observed 2026-07-14 18:32:37.565533+00:00

Scope
Cited titles compared with titles resolved from their DOI or arXiv identifier.
Completed surface
Checked 47 references.

claim_evidence

completed

v1.0.0, observed 2026-07-14 07:24:13.856915+00:00

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

citation_quote_validity

completed

v0.1.0, observed 2026-07-12 03:58:56.915453+00:00

Scope
Specific factual attributions checked against cited-paper text available in Pith.
Completed surface
Completed within the stated scope.

external_links

completed

v1.0.0, observed 2026-07-09 23:35:25.534219+00:00

Scope
External URLs extracted from paper text checked at the stated time.
Completed surface
Checked 20 references. Recorded 3 findings from this run.

shingle_duplication

completed

v0.1.0, observed 2026-07-09 09:54:17.507303+00:00

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

ai_meta_artifact

completed

v1.0.0, observed 2026-07-09 07:49:40.071721+00:00

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

cited_work_retraction

completed

v1.0.0, observed 2026-07-09 07:48:38.099639+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.