What happened
Researchers created a two-stage system that extracts key metadata — like meeting dates, locations, and attendees — from municipal meeting minutes, which are written in wildly inconsistent formats and styles. The system works well within a single city but struggles when applied to other municipalities because local governments write their records so differently, revealing that this is a harder problem than it first appears.
Why it matters
City council minutes, zoning board records, and other local governance documents contain decisions that affect land use, budgets, and public services, but they're locked in formats that computers can't easily read — this is the first systematic attempt to unlock them, which could eventually make local government decisions more transparent and searchable to the public.