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.
Current declared route3334 Ventilation, heat...U.S. Census Bureau1 shortest paths / 2 common neighbors / 5 supporting edges
Comparable nodes5,478canonical nodes
Declared edges19,193auditable links
Relationship layers4kept separate
Inferred endpoint links0from path proximity
Route contractEvery line is declared. Multi-hop proximity never becomes a direct endpoint claim.Evidence standard
Bilateral query
Build an exact profile-to-profile route
1,871 profiles directly connected to U.S. Census Bureau
2 profiles directly connected to 3334 Ventilation, heat...
Relationship familyAll declared linksEvery encoded relationship family
Declared route sets
Declared bilateral profile
3334 Ventilation, heat... 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
high5medium0bounded0low0
- Revenue HHI
- 199.4
- Selected-layer neighbors
- 3
- Total neighbors
- 3
- Latest year
- 2022
Connection fingerprint
Measurement3
Organization0
Enforcement0
Research0
Industries2Sources1
Open canonical profileMeasurementOrganizationEnforcementResearch
Route 01 / 1 hop
- Access date
- 2026-07-17
- Selected-layer neighbors
- 1,872
- Total neighbors
- 1,872
- Latest year
- 2026
Connection fingerprint
Measurement1868
Organization0
Enforcement0
Research4
Industries1866Indicators2Publications4
Open canonical profileSupporting edge ledger
Every bridge remains an inspectable declaration
5 exact edges support the shortest paths and common-neighbor intersections in this layer.
Ventilation, heating, air-conditioning, and commercial refrigeration equipment manufacturing (NAICS 3334) is classified under Machinery manufacturing (NAICS 333) in the 2022 NAICS hierarchy.
Ventilation, heating, air-conditioning, and commercial refrigeration equipment manufacturing (NAICS 33341) is classified under Ventilation, heating, air-conditioning, and commercial refrigeration equipment manufacturing (NAICS 3334) in the 2022 NAICS hierarchy.
2022 Economic Census Concentration of Largest Firms supplies the 2022 employer-firm concentration screen for NAICS 333.
2022 Economic Census Concentration of Largest Firms supplies the 2022 employer-firm concentration screen for NAICS 3334.
2022 Economic Census Concentration of Largest Firms supplies the 2022 employer-firm concentration screen for NAICS 33341.
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.