Knowledge in the FINANCIAL_OPS set should be classified as axiom for financial facts and derived for projections so that actual financial data is distinguished from forecasted analysis.

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

Effective from: 7/16/2026, 11:17:35 PM