Graph Operations

The Graph Knows Relationships. The OS Operates Them.

The USA Graph identifies graph state. It does not duplicate The USA OS — operational workflows such as verification, conflict resolution and audit run there.

ARCHITECTURE

Entity Health

ARCHITECTURE

Completeness, identity and attribute coverage per entity.

Relationship Health

ARCHITECTURE

Verification coverage across predicates and geographies.

Unverified Relationships

10 in sample

Observed but not confirmed by an authoritative source.

Conflicting Relationships

1 in sample

Two sources disagree; the OS resolves under approval.

Missing Relationships

ARCHITECTURE

Expected predicates absent for an entity type.

Stale Relationships

1 in sample

Last verification older than the freshness policy.

Orphan Entities

ARCHITECTURE

Entities with no inbound or outbound relationships.

Duplicate Entities

ARCHITECTURE

Candidate duplicates awaiting entity resolution.

Source Issues

ARCHITECTURE

Unavailable, low-authority or expired sources.

Schema Issues

ARCHITECTURE

Predicates or types used outside the published schema.

API Status

API PENDING

Graph API availability and traversal limits.

Operational Handoff

Graph State → OS Workflow

  1. THE USA GRAPH
  2. RELATIONSHIP STATE
  3. THE USA OS
  4. OBSERVE · VALIDATE · DETECT CONFLICT
  5. VERIFY · UPDATE · AUDIT

Status Model

Relationship Statuses

PREVIEW · SIMULATED VERIFIEDPREVIEW · SIMULATED UNVERIFIEDPREVIEW · SIMULATED STALECONFLICTMISSINGPREVIEW · SIMULATED INFERREDARCHITECTURE

Inferred relationships are never treated as verified facts. Verification requires an authoritative or first-party source recorded with evidence and a timestamp.

Graph Metrics

Entity DataDATA PENDING
RelationshipsDATA PENDING
Verified RelationshipsDATA PENDING
Graph APIAPI PENDING
Entity ResolutionARCHITECTURE
Graph SearchPREVIEW

Any portfolio numbers referenced elsewhere describe the broader network foundation, not USA Graph statistics.