Bilateral evidence profiles
Relationship studio
Compare two profiles through their documented relationships and shared records. An indirect connection is not evidence of a direct relationship.
Bilateral query
Build an exact profile-to-profile route
Declared bilateral profile
48541 School and emplo... U.S. Census Bureau
All declared links / 1 hop- Shortest route
- 1declared hop
- Shortest paths
- 1deterministic routes
- Common neighbors
- 2exact intersections
- Packet edges
- 51 cited sources
- Revenue HHI
- 324.1
- Selected-layer neighbors
- 3
- Total neighbors
- 3
- Latest year
- 2022
- Access date
- 2026-07-17
- Selected-layer neighbors
- 1,872
- Total neighbors
- 1,872
- Latest year
- 2026
Supporting edge ledger
Every bridge remains an inspectable declaration
5 exact edges support the shortest paths and common-neighbor intersections in this layer.
School and employee bus transportation (NAICS 48541) is classified under School and employee bus transportation (NAICS 4854) in the 2022 NAICS hierarchy.
School and employee bus transportation (NAICS 485410) is classified under School and employee bus transportation (NAICS 48541) in the 2022 NAICS hierarchy.
2022 Economic Census Concentration of Largest Firms supplies the 2022 employer-firm concentration screen for NAICS 4854.
2022 Economic Census Concentration of Largest Firms supplies the 2022 employer-firm concentration screen for NAICS 48541.
2022 Economic Census Concentration of Largest Firms supplies the 2022 employer-firm concentration screen for NAICS 485410.
Bilateral graph contract
A route is not a finding about its endpoints
Each hop keeps its own evidence label, confidence, source custody, and edge-specific limitation.
A bilateral atlas route preserves a sequence of declared edges for navigation and audit. A direct edge, common neighbor, or multi-hop path does not make the endpoints equivalent, establish ownership or control, assign liability, define an antitrust market, make unlike measures comparable, or show causation.
Reusable bilateral packet
Carry the exact route into analysis
JSON preserves endpoints, shortest paths, common neighbors, nodes, and edge metadata. CSV flattens the complete supporting ledger.