Cross-domain evidence graph

Observatory atlas

Follow documented connections between markets, firms, places, publications, and sources. A connection shows a recorded relationship, not that two measures describe the same market.

Explore the graph Rank profiles Compare profiles

More atlas tools4 exact routes

Live family topologyResearch

Current focusIndustry Structure547 records / 9 family pairs

Canonical nodes5,4785433 public profiles

Declared edges19,193exact encoded links

Node families13bounded domains

Inferred links0name-only joins

Encoded hereProfile-to-indicator observations, issue-program scope, source custody, market participation, official attribution, declared industry context, publication scope, and dated policy relationships.

Never inferred hereSubstitutability, ownership, control, liability, causation, or comparability across unlike measures.

Read evidence standard

Graph census · Research

Who the Atlas connects

Every lane is an exact family-pair contract in the active semantic lens, ranked by encoded edge count.

8 of 13families connectedTop 8 routes carry 99.6% of active-layer edges.

Active-lens edges: 547; Research
Family-pair routes: 9; exact family contracts
Cross-family pairs: 9; between unlike families
Self-family pairs: 0; within one family

Open the complete relationship matrixScan all 91 possible family contracts by edge volume or source custody, including explicit structural zeros.

Inspect the remaining 1 family-pair routes2 links · 0.4% of active-layer edges

09IndicatorsSourcesResearch layer · open complete contract dossier20.4%

Graph query

Build a declared relationship neighborhood

Find a nodeRelationship layerSemantic contractNeighbor type

Network depth

TopicsIndustry StructureResearch / 2 hops / all neighbors

Semantic classificationAll 39 relationship contracts remain distinctRead ontology

Choose one exact semantic contract to rebuild the topology, neighborhood, diagnostics, ledger, and public exports around only that declared edge type.

Focused evidence graph

Industry Structure

51 connected nodes in this bounded slice

Visible nodes: 48; of 51
Visible edges: 74; declared links
Direct links: 22; from focus
Hidden nodes: 3; plot cap only

Direct neighborhood22

4 additional matches remain in the public packet.

TopicsIndustry StructureAR-T03 / 1 issue program / 5 evidence lanes

Publication memberships: 4
Status: institutional research topic
Declared links: 22
Latest year: 2026

Which detailed industries account for broad-sector concentration patterns, and where does strict historical evidence show structural movement?

Open canonical profile

Analysis handoff0

No direct measure declaredSelect a measured market, detailed industry, state, indicator, or source from the relationship graph to open exact analytical rows.

Direct relationships22

Direct relationship fingerprint

How Industry Structure is declared in the Atlas

Research / direct focus links / no composite score

Counterparties: 22; Unique canonical endpoints
Encoded links: 22; Exact focus edges
Source custody: 0%; 0 source-bearing links
Profile families: 3; Direct counterparty types

Counterparty compositionDirect nodes by profile family

Unique endpoints / active layer

Questions17 encoded edges

Publications4 encoded edges

Issues1 encoded edge

Declared counterpartiesCarry exact endpoints into deeper analysis

22 available

1 edge0 source-bearing

Relationship ledger

Every plotted line remains an inspectable record

77 edges survive the current focus, depth, node-type, layer, and semantic-type contract.

ResearchIssue program membershipissue scope

U.S. steer and heifer purchases by beef packers is an explicitly curated member of the Food systems and buyer power research program while retaining its own product boundary, geography, denominator, and comparison contract.