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
31-33 Manufacturing U.S. Bureau of Labor...
Measurement / 1 hop- Shortest route
- 1declared hop
- Shortest paths
- 1deterministic routes
- Common neighbors
- 1exact intersections
- Packet edges
- 32 cited sources
- Revenue HHI
- 24.9
- Selected-layer neighbors
- 29
- Total neighbors
- 29
- Latest year
- 2022
- Access date
- 2026-08-13
- Selected-layer neighbors
- 20
- Total neighbors
- 20
- Latest year
- 2026
Supporting edge ledger
Every bridge remains an inspectable declaration
3 exact edges support the shortest paths and common-neighbor intersections in this layer.
NAICS 31-33 is linked to the broad national JOLTS Manufacturing group for descriptive worker-flow context. Manufacturing turnover spans NAICS 31-33 nationally and does not define a product market, occupation, commuting zone, or employer market.
Labor-market flows supplies two source-native signals to the United States Competition Profile: Total nonfarm job openings rate and Total nonfarm quits rate. Openings and voluntary separations from JOLTS, kept separate from employer-power and local-market inference.
Manufacturing (NAICS 31-33) is one of 17 broad-sector profiles in the exact Economic Census and Business Dynamics overlap represented by the United States Competition Profile.
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.