6,970 judgments 29,205 public-register documents 143,540 judgment pages 132,515 public-register pages 276,055 total pages
Public-register entry · pubregid 21469

Chelsea Ayala

ATT 0124 OF 2020 · Filed 2022-Mar-28 · Attorney Applications

Application for General Admission

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BOX 13 Apr 2025 CURRENT
2VHU6RDABAEP1G0F099BD2A93191523BC79028E80022D06C9CE2.pdf
625.31 KB · md5 d1bff9e301bd44e6bcef52d9fa669fff
Downloaded from the judicial.ky public-register Box.com pipeline. | re-homed from pubregid=21472 (identity-slide repair 2026-06-12)

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Every time a PDF for this public-register entry has been put through the AI/OCR pipeline we record what we found. Lets us decide which PDFs to re-process when a better model lands.

MEDIUM 15 Jun 2026 09:28 · pipeline 0.2.0-akn run #59797 · quality 0.80
Text extraction
olmocr · qwen2.5vl:7b
18,976 chars in 54065 ms
LLM extraction
local · qwen3.6:27b
parsed first try · 76455 ms
Validation flags (3): judge_assigned appearances[0].counsel_name register_division
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