path reasoning demo
This example artifact shows the graph pattern without exposing proprietary ontology weights, private entity maps, hidden prompts, or internal orchestration logic.
Edges as evidence
Relationship Reasoning
Relationship reasoning evaluates paths between entities, detects inferred links, and keeps the explanation chain visible.
Edges should behave like inspectable evidence, not hidden associations. A useful reasoning path names every hop.
relationship model
Direct links remain distinct from inferred links.
Confidence belongs on edges and claims, not as an opaque global score.
Traversals should be explainable to builders and auditors.
operational artifacts
What this layer makes inspectable.
edge confidence table
This example artifact shows the graph pattern without exposing proprietary ontology weights, private entity maps, hidden prompts, or internal orchestration logic.
inference boundary notes
This example artifact shows the graph pattern without exposing proprietary ontology weights, private entity maps, hidden prompts, or internal orchestration logic.
reasoning chain
Explain the path behind a claim.
path reasoning demo
Every answer keeps the relationship chain visible.
hop 1
Ontology
hop 2
Semantic Edge
hop 3
Relationship Reasoning
hop 4
Explainable Claim
Inferred links remain labeled separately from extracted relationships. The public demo shows the pattern, not private weights or operational heuristics.
developer posture
Patterns for implementation without leaking private systems.
Stable identifiers
Give entities durable IDs before adding inference. A graph that cannot distinguish identity from mention cannot safely reason over relationships.
Typed semantic edges
Use edge labels that are specific enough to constrain traversal. A vague connection is weaker than a typed relationship with provenance.
Inspectable outputs
Show entities, types, attributes, relationships, edge labels, confidence, provenance, and inferred links as separate fields.
reusable graph explorer
Inspect, adapt, report, and embed ontology graphs from one shared package.
GraphOntology.com is the public shell. Host apps keep ownership of their data, adapters, permissions, and runtime state while the explorer provides a consistent inspection surface.