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: 2026-08-19 · 22 entries checked · 6 flagged · 8 issues confirmed · 6 corrected · 2 still open
Pharrell Williams — The track 'Feels' is not on Ed Sheeran's 'No.6 Collaborations Project' (2019); Pharrell Williams does not appear on that album; the only Sheeran/Pharrell collaboration on a Sheeran album is 'Sing' on 'x' (2014).
Harry Styles — The 'DID YOU KNOW' section states that Adele was the first UK artist to have her first three albums debut at #1 on the Billboard 200, which is false because '19' did not debut at #1.
Justin Bieber — The 'DID YOU KNOW' section claims the music video for their collaboration was filmed at a water park in Los Angeles, California, but it was actually filmed at Xcaret Park in Riviera Maya, Mexico.
No.6 Collaborations Project — The entry states 'Release Type=Sixth Installment in the Collaborations Project Series' and 'The project was released under the name 'No.6' to signify its place as the sixth installment in his 'Collaborations Project' series'. This is incorrect; the title 'No.6
Mjolnir — The entry states Mjolnir's first appearance is Iron Man 2 (2010) post-credits scene, but the correct first appearance in the MCU is Thor (2011), not Iron Man 2.
Mjolnir — The entry claims Mjolnir was forged for Thor during his youth, but in MCU canon, it was forged for Thor before his birth (as stated in Thor: Ragnarok by Hela).
One Ring — Smeagol kept the Ring for 478 years: The entry says 'before finding it' which is backwards; it should be 'after finding it' or 'before losing it'.
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