Applications
D-03candidate domainUnder investigation

Knowledge Systems

Structured discovery, abstraction reuse and provenance map onto knowledge-graph workflows.

Current scope

Applying the same propose → independently verify → seal scientific loop to structured knowledge artifacts: schema evolution, ontology reuse, and provenance-carrying reasoning graphs.

Explicitly out of scope
  • Free-form unstructured retrieval is not a current focus.
  • Human-labelled truth corpora are not part of the near-term methodology.
Research strands informing this scope

Structural compounding hypothesis

The same dependency-structure model that governs code applies to typed knowledge graphs.

Evidence and provenance standard

Every derived fact carries the same signed lineage as a promoted mutation.

Open questions
  • What is the runtime-verification analogue for a derived knowledge assertion?
  • How is contradiction detection integrated into the promotion gate?
Next milestone

Instantiate one small knowledge graph under the same signed-ledger discipline.