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.
This is a fiction/fan codex: entries describe an in-universe canon. Our audits check canon and internal consistency — external fact-checking does not apply the way it does on real-subject codexes.
Last full accuracy audit: 2026-08-26 · 30 entries checked · 6 flagged · 8 issues confirmed · 6 corrected · 2 still open
Betty — The song 'Betty' was released to US country radio on August 17, 2020. This is incorrect; it was released to US country radio on August 24, 2020.
Betty — The tagline says 'A seventeen-year-old boy named James apologizes to Betty for cheating on her during a summer fling.' While James is 17, the song's narrative is about him apologizing for cheating on her with another girl (August), not just 'during a summer fl
Miss Americana — 'Only the Young' debuted at number two, not number one, on the US Billboard Digital Song Sales chart.
Heartbreak Prince — The song was used as the opening number of the entire Eras Tour (2023–2024) — this is incorrect because it was only the opening number for the first leg, not the whole tour.
Taylor Swift Productions — The entry claims that Taylor Swift Productions was established specifically to secure ownership over documentary films and concert recordings and to bypass label restrictions, but this specific origin story and purpose are not part of widely-known, publicly co
Fearless Era — The claim that the Fearless Era produced simultaneous #1s across major genre charts is inaccurate; she did not have a Hot 100 #1 during this era, and simultaneous #1s on the Billboard 200 and Top Country Albums are not 'across major genre charts' in the sense
Master Recordings Dispute — The intro states that Shamrock Holdings acquired the masters in 2020 for $405 million, but the actual reported amount is $300 million.
Fearless Grammy Sweep — [phantom sweep] meta-commentary published as content; rewrite source-grounded
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