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 · 13 entries checked · 2 flagged · 6 issues confirmed · 2 corrected · 4 still open
Blonde Surprise Drop — The album was initially exclusive to Apple Music for two weeks, not one week.
Blonde Surprise Drop — The single 'Nikes' was released on the same day as the album, August 20, 2016, not several days before.
Nike Frank Ocean Sneaker — The entry states the collaboration was first teased around 2013, but the widely known public mention of a Nike x Frank Ocean sneaker collaboration actually surfaced in 2017.
Nike Frank Ocean Sneaker — The entry implies the collaboration followed 'Nostalgia, Ultra' and 'Channel Orange,' but if first discussed in 2017, it would follow 'Blonde' (2016), not the earlier works.
Boyfriend Video Premiere — [phantom sweep] meta-commentary published as content; rewrite source-grounded
Boys Don't Cry — [phantom sweep] meta-commentary published as content; rewrite source-grounded
All content is fetchable as JSON at /data/content/ · llms.txt · sitemap
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