[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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