The query context schema includes an optional sets_exclude field that can explicitly exclude sets such as FINANCIAL_OPS from a knowledge graph query.

"sets_exclude": ["FINANCIAL_OPS"], # explicit exclusions

— PYRANA_Internal_Knowledge_Graph_Specification.md

query_context = {

— PYRANA_Internal_Knowledge_Graph_Specification.md

When an agent ... queries the knowledge graph, it should declare its context:

— PYRANA_Internal_Knowledge_Graph_Specification.md