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Speaker-number to name mapping ambiguous in raw transcript
Summary
Speaker numeric labels and spoken name attributions are not consistently one-to-one in the transcript metadata, which can create risk of misattribution if quotes are tied to speaker numbers rather than explicit name statements.
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The transcript uses numeric speaker IDs in each segment and also records name call-outs (e.g., roll call). In several places long substantive remarks are attributed to a numeric speaker that later is explicitly named in the transcript (for example, the speaker who discusses York Tech budgets is later identified as Director Geddes). To avoid misidentification this article only attributes direct quotes where the transcript explicitly shows the speaker name or where the content is spoken by a speaker who is later associated with that name in the same meeting. If the editorial workflow requires absolute speaker-to-utterance verification, consult the meeting video or clerk's official minutes to confirm spoken-word attributions.

