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: 2026-08-27 · 10 entries checked · 3 flagged · 9 issues confirmed · 3 corrected · 6 still open
Niger–Congo languages — The claim that Niger–Congo is 'the world's largest language family in terms of member languages' is inaccurate; Austronesian has more member languages.
Niger–Congo languages — The claim that Niger–Congo is 'the third-largest in terms of speakers' is misleading; it is typically ranked second after Indo-European.
Odia language — The claim that Odia is spoken natively by 82% of the population of Odisha is not supported by widely-known census data; the 2011 Census of India reports Odia as the mother tongue of about 83% of the population, so the figure of 82% is a factual inaccuracy.
Russian language — Russian is not the seventh-most spoken language by native speakers; it is typically ranked eighth.
Russian language — Russian is not the eleventh-most spoken language by total speakers; it is usually ranked eighth or ninth.
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