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Audit and revision notes for articles
Summary
Audit identified a transcription name inconsistency (Muma/Mumma) corrected to authoritative spelling, verified numerical claims against transcript and flagged follow-up items for verification.
This package was audited against spelling, clarity, chronology, framing, misinformation, misidentification, out_of_context, quantitative precision, process clarity, context clarity, agency clarity, question emphasis, omission, bias and duplicate categories. Revisions were applied where the transcript contained inconsistent name spellings and to clarify which claims require external verification.
Key audit findings and fixes are summarized in the 'issues' field below; the articles were revised once to address identified items and no new facts were added beyond the transcript.
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