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Ankita Mukhopadhyay Kumar

Member, Seat 4, San Francisco Sunshine Ordinance Task Force

We identified Kumar’s voice at 11 meetings.

11 of 25transcribed meetings with their voice identified
0 of 1present at roll calls through Jan 7, 2026, from the clerk

Next Sunshine Ordinance Task Force meeting: Wed, Nov 4, 4:00 pm · Clerk’s calendar

One clip, newest first

  • Ankita Mukhopadhyay Kumar · Member · Sunshine Ordinance Task Force · May 19, 2026 · 1:32:20

    “I’m saying in February you said you closed the request saying that there are no documents, but in— on March 19th you did get back to him with, with more documents. That means you had documents, right? Then why did you say in February that you don’t have anything when you produce something in March?”

Every roll call

Present at 0 of 1 roll calls at the Sunshine Ordinance Task Force, roll call through Jan 7, 2026

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

PresentExcusedAbsentOldest first, 1 square per roll call

Absent 1. Jan 7, 2026. The clerk’s record covers 1 of the 25 meetings we hold, through Jan 7, 2026.

Official roll call, from the clerk →
Neighborhoods Kumar named

2 places Kumar named in meetings

Lines where Kumar named the place, read by two AI readers that both agree it means that place. Each dot plays the newest one; brighter means named more often.

San Francisco
  • Hayes Valley 1 time
  • South of Market 1 time

Places are drawn at the centre of their own boundary in the city’s Analysis Neighborhoods file (DataSF (City and County of San Francisco)). A dot says the place was named, not where Kumar was or what was said about it.

Meetings

Every meeting where we identified Kumar’s voice

11, newest first. The date opens the meeting; the time plays the video at Kumar’s first remark.

  1. Oct 7, 2026Sunshine Ordinance Task Force6.6 min6:04
  2. Jun 16, 2026Sunshine Ordinance Task Force12.6 min5:15
  3. Jun 3, 2026Sunshine Ordinance Task Force6.6 min5:50
  4. May 19, 2026Sunshine Ordinance Task Force14.4 min19:20
  5. May 6, 2026Sunshine Ordinance Task Force10.7 min21:46
  6. Apr 1, 2026Sunshine Ordinance Task Force11.2 min24:09
  7. Mar 4, 2026Sunshine Ordinance Task Force3.5 min1:35:05
  8. Feb 4, 2026Sunshine Ordinance Task Force6.7 min3:21:51
  9. Jan 27, 2026Sunshine Ordinance Task Force5.5 min56:10
  10. Jan 7, 2026Sunshine Ordinance Task Force8.5 min18:40
Show all 11Show fewer
  1. Nov 5, 2025Sunshine Ordinance Task Force1.2 min2:20:02
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 Kumar was absent. Claude and Gemini each read every transcript with that day’s roster. A voice gets Ankita Mukhopadhyay Kumar’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 Kumar 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 Kumar or of San Francisco alone.