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 6945

Mark A. Beckford

G 0686 OF 2003 · Filed 2003-Oct-22 · Attorney Applications

Application for Admission

All PDF copies on file (1)

Every PDF we hold for this entry, with provenance notes explaining the source of each copy.

BOX 13 Apr 2025 CURRENT
13T19QBIV3NK1EDCG0H1FE104AE437354D5895AD7D61F42FEF71.pdf
277.95 KB · md5 30e69425a05050baa70a8c34bfe538ac
Downloaded from the judicial.ky public-register Box.com pipeline.

Processing-run history (1)

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 31 May 2026 01:12 · pipeline 0.2.0-akn run #26824 · quality 0.80
Text extraction
olmocr · qwen2.5vl:7b
896 chars in 8756 ms
LLM extraction
local · granite4:32b-a9b-h
parsed first try · 8057 ms
Validation flags (3): cause_number filing_date register_division
Full metadata