Kent Lim
Commissioner, San Francisco Commission on Community Investment and InfrastructureWe identified Lim’s voice at three meetings.
Every roll call, and Lim’s other bodies
Present at 8 of 11 roll calls at the Commission on Community Investment and Infrastructure, roll call through Aug 18, 2026
- Commission on Community Investment and Infrastructure: talk time not compared. Fewer than four members can be compared fairly.
Every meeting where we identified Lim’s voice
- Jul 21, 2026Commission on Community Investment and InfrastructureDevelopment and land use3.2 min39:14
- Feb 3, 2026Commission on Community Investment and Infrastructure0.2 min35:27
- Jan 6, 2026Commission on Community Investment and InfrastructureBudget and spending1.7 min48:42
How we identify who is speaking · blind check, pooled across five cities: of 340 commission lines drawn, 260 right, 4 wrong, 1 unclear, 75 couldn’t be judged
A meeting missing here means we couldn’t attribute the voice, not that Lim was absent. Claude and Gemini each read every transcript with that day’s roster. A voice gets Kent Lim’s name only when both agree and a code check finds the name said on, or just before, their turn. Voices our transcripts merge with someone else’s are never attributed, so every count here undercounts what Lim said. For commissions, of 340 lines drawn, 260 were right, 4 wrong and 1 unclear, and the checkers couldn’t judge 75. We have since removed the voices behind 64 of those lines (3 wrong, 0 unclear, the rest we had already held for other reasons). Of the 276 lines we still publish, the checkers could judge 228: 226 right, 1 wrong and 1 unclear (90% lower bound 0.97). They couldn’t judge the other 48. The check is one sample pooled across the five cities, not of Lim or of San Francisco alone.
