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Public-register entry · pubregid 24551

Matthew Roy Harders

ATT 0102 OF 2023 · Filed 2023-Sep-22 · Attorney Applications

Application for General Admission

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BOX 13 Apr 2025 CURRENT
2OQJKTHU1HXS1H0I333502E477D5B5DB31C8F66371EA1183E6F7.pdf
433.52 KB · md5 acd8a51e7c375d35b5bee343de818889
Downloaded from the judicial.ky public-register Box.com pipeline. | re-homed from pubregid=24590 (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 11 Jun 2026 08:06 · pipeline 0.2.0-akn run #55074 · quality 0.84
Text extraction
olmocr · qwen2.5vl:7b
750 chars in 9527 ms
LLM extraction
local · granite4:32b-a9b-h
parsed first try · 9712 ms
Validation flags (2): filing_date register_division
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