Brenda Kwee McNulty
Member, San Francisco General Obligation Bond Oversight CommitteeWe identified McNulty’s voice at four meetings.
Every roll call, and McNulty’s other bodies
Present at 5 of 5 roll calls at the General Obligation Bond Oversight Committee, roll call through Jun 8, 2026
- General Obligation Bond Oversight Committee: talk time not compared. Seated for only 6 meetings in 12 months.
Every meeting where we identified McNulty’s voice
- Aug 10, 2026General Obligation Bond Oversight Committee5.6 min9:00
- Apr 13, 2026General Obligation Bond Oversight CommitteeBudget and spending1.6 min1:00:46
- Feb 9, 2026General Obligation Bond Oversight Committee3.2 min44:20
- Dec 8, 2025General Obligation Bond Oversight Committee1.7 min51:48
How we identify who is speaking · blind check, pooled across five cities: of 410 council lines drawn, 352 right, 0 wrong, 1 unclear, 57 couldn’t be judged
A meeting missing here means we couldn’t attribute the voice, not that McNulty was absent. Claude and Gemini each read every transcript with that day’s roster. A voice gets Brenda Kwee McNulty’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 McNulty said. For councils and their committees, of 410 lines drawn, 352 were right, 0 wrong and 1 unclear, and the checkers couldn’t judge 57. We have since removed the voices behind 110 of those lines (0 wrong, 1 unclear, the rest we had already held for other reasons). Of the 300 lines we still publish, the checkers could judge 268: all 268 right (90% lower bound 0.99). They couldn’t judge the other 32. The check is one sample pooled across the five cities, not of McNulty or of San Francisco alone.