The change-processing workflow assigns newly extracted CXUs to appropriate sets after processing changed documents so that the knowledge graph remains organized by set membership.

Runs the extraction pipeline on changed documents

— PYRANA_Internal_Knowledge_Graph_Specification.md

Assigns new CXUs to appropriate sets

— PYRANA_Internal_Knowledge_Graph_Specification.md

Flags potential conflicts with existing CXUs for human review

— PYRANA_Internal_Knowledge_Graph_Specification.md