[BUG] LexC Missing Financial and Legal Entity Extraction

Resolved 💬 2 comments Opened Sep 21, 2025 by JLiotta-25 Closed Sep 21, 2025

Bug Description

LexC fails to extract obvious financial amounts and legal terms from documents.

Missing Extractions

Financial entities not detected:

  • \$250 payment amount → No FINANCIAL entity
  • "Two Hundred Fifty Dollars" → Not extracted

Legal terms not detected:

  • "Work for Hire" → Critical legal concept, no LEGAL_CLAUSE entity
  • "Intellectual Property" → Defined term, not extracted
  • "Confidential Information" → Defined term, missing

Organizations not detected:

  • Upwork.com → Platform mentioned, no ORGANIZATION entity

Impact

  • Financial analysis incomplete
  • Legal risk assessment missing key terms
  • Document completeness metrics inaccurate

Test Document

Standard consulting agreement with clear financial and legal language.
Multiple obvious entities completely missed by extraction pipeline.

Expected vs Actual

Expected: Financial amounts, legal terms, and organizations extracted as appropriate entity types
Actual: Zero extraction of obvious, clearly-marked financial and legal entities

Priority: Medium - Affects completeness of document analysis

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