enhanced minutes

Enhanced minutes are a transcript-derived summary of the discussion that happened at each agenda item, written so a constituent can understand what was actually at issue, who held which position, and how the room reasoned through the decision — without sitting through a two-hour meeting or reading a 2,000-line transcript.

The Village publishes official minutes for each Board of Trustees meeting. Those record the formal actions: motions made, who moved and seconded, the vote tally, the resolutions adopted. Enhanced minutes don’t replace any of that. They add a second layer on top — the substantive deliberation that led up to each vote — that the official minutes intentionally leave out.

When the official minutes and the transcript disagree on something material (e.g., a trustee abstained and gave a stated reason that the minutes omitted), enhanced minutes flag the discrepancy with a short transcript excerpt as evidence.

1. Frances Uku uses Otter.ai to transcribe each Board of Trustees meeting (audio published with the minutes). We mirror the transcript alongside the agenda, minutes, and extracted motion data already on file.
2. A large language model reads the official agenda, the official-minutes events, and the transcript. For each agenda item it produces a short prose discussion summary, the actual order the chair took the items in (often reordered from the printed agenda), and any material discrepancies with the official record.
3. The output is committed to the repo as JSON, version- controlled like every other data file on the site. The extraction prompt and the model name are recorded in each entry’s metadata. Re-runs are idempotent on transcript content hash + prompt hash.
4. On every meeting page where enhanced minutes are available, the prose appears under the heading “Discussion”, with a link to view the underlying transcript span for verification.

• Not a substitute for the official minutes. The action-line record (motions, votes, resolutions) is still the official record of what the Board did. The enhanced minutes sit alongside it as context.
• Not commentary or opinion.The summaries describe what was said and decided. They don’t argue for or against any position. Editorial framing lives on the Issues pages, which cite the enhanced minutes where relevant and clearly mark themselves as analysis.
• Not verbatim. The discussion summaries paraphrase. Where a specific phrase or number matters, we keep it verbatim (dollar amounts, dates, resolution numbers, vote tallies). Otherwise the prose is plain English. To read what was actually said word-for-word, click through to the transcript segment.
• Not perfect.The model can mis-attribute a quote, conflate two speakers’ statements, or miss subtext. Discrepancy excerpts in particular are the most error-prone part (speech-to-text fragments around roll-call votes are noisy). When something looks off, check the transcript link — the source is on file.
• Not exhaustive. Procedural items (pledge, agenda acceptance, routine motions) get a one-line note or are skipped entirely. The point is to surface substance, not to reproduce every utterance.

Each enhanced-minutes entry links to the underlying transcript span and (where available) the meeting audio PANDA published. If a paragraph or discrepancy looks wrong, click “view transcript →” and read the source. The transcript blob is content-hash tracked, so the source can’t change under you after publication.

If you find something materially wrong, please let us know via the contact page with the meeting date, agenda item, and the line in question. The extraction prompt will be tightened to prevent the same class of error.