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Integrity report for It's the humans, not the data: Geopolitical bias in LLMs originates in post-training, amplified by the language of the prompt

A machine-verified record of the checks Pith has run against this paper: detector runs, findings, signed bundle events, and canonical identifiers.

arXiv:2605.23825 · pith:2026:UN7ZWAKNBBV22JVUDJH7PGSRZ2

0Critical
0Advisory
8Detectors run
2026-06-05Last checked

Paper page arXiv integrity.json bundle.json

Detector runs

doi_title_agreement completed v1.0.0 · findings 0 · 2026-06-05 05:06:07.953120+00:00
doi_compliance completed v1.0.0 · findings 0 · 2026-06-05 05:05:05.062024+00:00
cited_work_retraction completed v1.0.0 · findings 0 · 2026-06-01 21:56:24.001577+00:00
ai_meta_artifact completed v1.0.0 · findings 0 · 2026-06-01 03:36:56.562206+00:00
claim_evidence completed v1.0.0 · findings 0 · 2026-05-28 11:44:49.178363+00:00
external_links completed v1.0.0 · findings 0 · 2026-05-25 17:35:40.859277+00:00
shingle_duplication completed v0.1.0 · findings 0 · 2026-05-25 09:50:27.783967+00:00
citation_quote_validity skipped v0.1.0 · findings 0 · 2026-05-25 03:51:56.614253+00:00

Findings

No public integrity findings for this paper.

Signed record

The machine-readable record for this paper lives at /pith/UN7ZWAKN/integrity.json. Pith Number bundles also include signed pith.integrity.v1 events where a Pith Number exists.