Shanell Williams

Present at 0 of 1 roll calls at the Our City Our Home Oversight Committee

From the clerk’s own record. We don’t compare members on it.

Excused 1 · Absent 0. Aug 27, 2026. The clerk’s record covers 7 of the 9 meetings we hold, through Aug 27, 2026.

• Our City Our Home Oversight Committee: talk time not compared. Presides over its meetings, so isn’t compared with the members.

We identified Williams’ voice at five meetings. A meeting missing here means we couldn’t attribute the voice, not that Williams was absent. Claude and Gemini each read every transcript with that day’s roster. A voice gets Shanell Williams’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 Williams 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 Williams or of San Francisco alone.