Phase 3 ingestion must map financial documents into the FINANCIAL_OPS set so that financial records are separated into the designated operational finance category.

Financial documents → FINANCIAL_OPS

— PYRANA_Internal_Knowledge_Graph_Specification.md

Patent documents → IP_PATENTS

— PYRANA_Internal_Knowledge_Graph_Specification.md

Security & compliance docs → SECURITY_COMPLIANCE

— PYRANA_Internal_Knowledge_Graph_Specification.md