The FINANCIAL_OPS set uses axiom knowledge for financial facts and derived knowledge for projections so that actual financial data is separated from modeled forecasts.

Supporting contexts

Quoteverbatim

**Knowledge types:** `axiom` (financial facts), `derived` (projections)

— PYRANA_Internal_Knowledge_Graph_Specification.md

Quoteverbatim

`axiom` (financial facts)

— PYRANA_Internal_Knowledge_Graph_Specification.md

Quoteverbatim

`derived` (projections)

— PYRANA_Internal_Knowledge_Graph_Specification.md

Quoteverbatim

investment projections

— PYRANA_Internal_Knowledge_Graph_Specification.md

Effective from: 7/16/2026, 11:17:28 PM