Operationalization into declarative models
Documentation status: tutorial — see Maturity and evidence.
Validated stock semantics are not yet a complete application. Generation must add Runtime decisions that are deliberately absent from the ontology.
Candidate mappings
- identified types such as
Product,Warehouse,StockMovement,StockPositionandReorderPolicy-> Entity concepts; - derived relations such as
ReorderRequired-> relation models or conceptual-memory relations; - semantic attributes -> model fields with explicit role paths;
- indexed projections -> query relations or runtime indexes;
InvalidStockPosition-> diagnostic relation, event or view data.
A generation policy must decide namespace, persistence, whether Available is persisted/recomputed/cached, whether derived facts are materialized, whether ReorderRequired is published as a service, whether invalid positions block posting, which diagnostic views are generated and what traceability metadata is retained.
Verification chain
validated H-Logic + generation policy -> candidate declarative artifacts -> grammar and reference validation -> model compilation -> Runtime loading -> semantic regression tests
The generated model is accepted only if its behavior remains equivalent to the deductions validated during semantic analysis.