Justified Codexery — Data & Quality

We publish our audit record because accuracy claims should be checkable. Every entry on this site runs through an automated fact-audit pipeline (accuracy audit → source-grounded repair → visual QA); this page is generated from that pipeline's own report, not written by hand.

Last full accuracy audit: 2026-08-26 · 27 entries checked · 2 flagged · 4 issues confirmed · 2 corrected · 2 still open

Recent findings (audit lane, verbatim)

Graham Yost — The short story 'Fire in the Hole' involves a federal marshal sent to investigate the bombing of a federal building, not to stop a local crime lord.

Graham Yost — The short story does not involve a heist or the Sandeford family; the generational war with the Sandefords is an invention of the TV series.

Harlan Sheriff's Office — The entry states 'head_official=Sheriff Hunter Mosley (later Shelby Parlow)', but in the series, the Harlan County Sheriff is Art Mullen, not Hunter Mosley or Shelby Parlow. Hunter Mosley is a minor character (a deputy), and Shelby Parlow is a deputy who later

Harlan Sheriff's Office — [phantom sweep] meta-commentary published as content; rewrite source-grounded

Open data

All content is fetchable as JSON at /data/content/ · llms.txt · sitemap

Corrections

Spotted an error? Suggest an edit — reader reports go straight into the audit queue.

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