The zeroth-internal extraction profile must use classifier-based set assignment, defined as LLM-based set assignment, with candidate sets including UNIVERSAL, PYRANA_PLATFORM, CONTRACT_STANDARDS, COMPANY_POLICIES, CLIENTS, PROJECTS, SALES_POSITIONING, SECURITY_COMPLIANCE, MARKETING_CONTENT, IP_PATENTS, FINANCIAL_OPS, and TEAM_NETWORK so that extracted content can be routed to approved internal sets.

set_assignment:

— PYRANA_Internal_Knowledge_Graph_Specification.md

strategy: classifier # LLM-based set assignment

— PYRANA_Internal_Knowledge_Graph_Specification.md

candidate_sets:

— PYRANA_Internal_Knowledge_Graph_Specification.md

- UNIVERSAL

— PYRANA_Internal_Knowledge_Graph_Specification.md

- PYRANA_PLATFORM

— PYRANA_Internal_Knowledge_Graph_Specification.md

- TEAM_NETWORK

— PYRANA_Internal_Knowledge_Graph_Specification.md