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Audit of draft articles and required revisions

January 02, 2026 | Bremer County, Iowa


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Audit of draft articles and required revisions
Audit findings (categories checked):

spelling: [ {"type":"transcription_inconsistency","description":"Multiple place and organization names are inconsistently transcribed (e.g., 'Brainer County', 'Broom County', 'Berwick County'). Standardized to 'Bremer County' per known proper name input and flagged for verification.","severity":"medium"} ]

clarity: [ {"type":"ambiguous_reference","description":"Transcript includes shorthand and unclear references (e.g., 'Interboat Leader', 'Summer Gazette') that appear to be newspaper names but may be transcription errors; article flags these as needing official verification.","severity":"medium"} ]

chronology: []

framing: []

misinformation: [ {"type":"possible_transcription_error","description":"Several segments contain garbled words and numbers (e.g., mileage discussion citing '239' and '231' before final 50¢ decision); articles present the recorded 50¢ decision and note the earlier inconsistent figures as transcript artifacts.","severity":"medium"} ]

misidentification: [ {"type":"speaker_identification_limit","description":"Speakers are labeled only by transcript speaker numbers (S1–S5); no full speaker names or official titles were given in the record, so the articles use generic speaker labels and attribute named appointees only as recorded in speech, not as speakers unless they spoke.","severity":"high"} ]

out_of_context: []

Quantitative precision: [ {"type":"missing_vote_tallies","description":"Votes were recorded by voice with 'ayes' but roll-call tallies and individual votes were not provided; articles state outcomes without numeric tallies and note that exact counts are not specified in the transcript.","severity":"high"} ]

Process clarity: [ {"type":"resolution_text_missing","description":"Resolution 2608 was deferred and its final text was not included in the transcript; article marks it as 'deferred' and 'not specified' where appropriate.","severity":"medium"} ]

Context clarity: [ {"type":"unclear_authority_citation","description":"Resolution 2606 (confinement feeding) was discussed but the transcript did not include legal citations or the full text; article notes that legal basis was not read into the record and recommends verifying adopted text.","severity":"medium"} ]

Agency clarity: []

Question emphasis: []

omission: [ {"type":"missing_roll_call_and_text","description":"The transcript lacks roll-call vote records and full resolution texts for several items; articles avoid inventing details and explicitly state where information is 'not specified'.","severity":"high"} ]

bias: []

duplicate: []

Required revisions implemented in the final articles:
1) Standardized jurisdiction name to 'Bremer County' throughout. 2) Used only speaker labels S1–S5 for attributions; did not infer official titles or identify speakers beyond transcript. 3) Marked missing or unclear items (vote tallies, full resolution text, exact newspaper names) as 'not specified' and recommended verification with official minutes. 4) Kept quoted material to what appears verbatim in the transcript. 5) Removed or rephrased any claims that relied on unclear transcript fragments.

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