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Lydia Avila-Hernandez

Commissioner, East Los Angeles Area Planning Commission

We identified Avila-Hernandez’s voice at three meetings.

3 of 6transcribed meetings with their voice identified
Talk time, and Avila-Hernandez’s other bodies
Meetings

Every meeting where we identified Avila-Hernandez’s voice

Three, newest first. The date opens the meeting; the time plays the video at Avila-Hernandez’s first remark.

  1. Sep 23, 2026East Los Angeles Area Planning Commission4.5 min1:00:38
  2. Jul 8, 2026East Los Angeles Area Planning Commission5.7 min1:26:52
  3. Nov 12, 2025East Los Angeles Area Planning Commission1.3 min1:15:24
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 Avila-Hernandez was absent. Claude and Gemini each read every transcript with that day’s roster. A voice gets Lydia Avila-Hernandez’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 Avila-Hernandez 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 Avila-Hernandez or of Los Angeles alone.