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 18664

Lambert Livingston Chambers vs. Marion Juliett Scott

FAM 0111 OF 2020 · Filed 2020-Jul-13 · Family

Petition

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
61V5ER0JUS7U1F2177H23F7BD8BBD9C27E7B704C8B2364ED55DC.pdf
4.13 KB · md5 686e0fc7ff814b5dd158a907f073ece8
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.

HIGH 25 May 2026 16:27 · pipeline 0.2.0-akn run #10453 · quality 0.45
Text extraction
pymupdf
93 chars in 1 ms
LLM extraction
local · granite4:3b-h
parsed first try · 129364 ms
Validation flags (4): cause_number filing_date register title
⚠ Hard-case: text_extract_empty
Full metadata