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.

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More atlas tools4 exact routes

Live family topologyAll declared links

Current focusBeef meatpacking19,193 records / 27 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 · All declared links

Who the Atlas connects

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

13 of 13families connectedTop 8 routes carry 97.2% of active-layer edges.

Active-lens edges: 19,193; All declared links
Family-pair routes: 27; exact family contracts
Cross-family pairs: 24; between unlike families
Self-family pairs: 3; 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 19 family-pair routes537 links · 2.8% of active-layer edges

Graph query

Build a declared relationship neighborhood

Find a nodeRelationship layerSemantic contractNeighbor type

Network depth

MarketsU.S. steer and heifer purchases by beef packersAll declared links / 1 hop / 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

Beef meatpacking

10 connected nodes in this bounded slice

Visible nodes: 10; of 10
Visible edges: 13; declared links
Direct links: 9; from focus
Hidden nodes: 0; plot cap only

Direct neighborhood9

Markets12Products55Operators20Industries1866Issues6Topics8Questions46Places3270Indicators30Records14Named entities21Publications85Sources45

MarketsU.S. steer and heifer purchases by beef packersUnited States / regional cattle procurement markets / 2019

HHI status: Withheld
Status: incomplete
Declared links: 9
Latest year: 2019

Buyer-side meatpacking concentration using USDA-reported shares of U.S. steer and heifer purchases handled by the four largest beef packers. The profile preserves the national CR4 history but withholds HHI because the public source does not publish individual packer shares.

Open canonical profile

Analysis handoff1

1 measured indicatorU.S. steer and heifer purchases by beef packers3 exact rows / 1980-2019 / 1 source

Chart lenses

Market CR4trend

Direct relationships9

Direct relationship fingerprint

How Beef meatpacking is declared in the Atlas

All declared links / direct focus links / no composite score

Counterparties: 9; Unique canonical endpoints
Encoded links: 9; Exact focus edges
Source custody: 55.6%; 5 source-bearing links
Profile families: 6; Direct counterparty types

Counterparty compositionDirect nodes by profile family

Unique endpoints / active layer

Publications3 encoded edges

Sources2 encoded edges

Indicators1 encoded edge

Industries1 encoded edge

Issues1 encoded edge

Products1 encoded edge

Declared counterpartiesCarry exact endpoints into deeper analysis

9 available

1 edge1 source-bearing

1 edge0 source-bearing

Relationship ledger

Every plotted line remains an inspectable record

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

MeasurementConsumer price contextconsumer price context

Food at home is attached to Beef meatpacking as a broad BLS consumer-price context series. Food-at-home prices are broad grocery context for the meatpacking dossier; they do not isolate meat, cattle, processor margins, retailer margins, pass-through, or market power.

MeasurementIndicator source custodyindicator source

Source-reported aggregate CR4 retained as published for this released anchor.

MeasurementDeclared Census screenindustry screen

U.S. steer and heifer purchases by beef packers uses NAICS 311611 as declared economy-wide context while preserving a separate product and geographic definition.

MeasurementSource-labeled participantmarket participation

Four largest beef packers appears in the Beef meatpacking source row for 2019 at 85%.

MeasurementMarket evidence custodymarket source

Concentration in U.S. Meatpacking Industry and How It Affects Competition and Cattle Prices supports the profile's definition, observation, participant row.

MeasurementObserved by indicatorprofile indicator

U.S. steer and heifer purchases by beef packers has 3 exact Market CR4 rows spanning 1980-2019 across 1 registered source.

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.

ResearchCovered market profilereport market

AR-CI-2026-01 contains at least one signal whose canonical entity route resolves exactly to U.S. steer and heifer purchases by beef packers; broader topic similarity is not used.

ResearchCovered market profilereport market

Beef Meatpacking Buyer Power explicitly lists U.S. steer and heifer purchases by beef packers in its related-market scope.

ResearchCovered market profilereport market

The U.S. Competition Landscape explicitly lists U.S. steer and heifer purchases by beef packers in its related-market scope.

ResearchDeclared publication sourcereport source

Concentration in U.S. Meatpacking Industry and How It Affects Competition and Cattle Prices appears in the source-custodied signal packet for AR-CI-2026-01.

ResearchDeclared publication sourcereport source

Concentration in U.S. Meatpacking Industry and How It Affects Competition and Cattle Prices appears in the report's encoded source basis.

Showing 8 of 13 exact relationships. The complete filtered ledger remains available in CSV.

1 additional exact edges are available in JSON and CSV.

Graph contract

Relationship families stay separate

The atlas joins routes through encoded custody and context, never through name resemblance or an inferred corporate, legal, or causal relationship.

The atlas exposes only relationships declared in the current public data. A link or issue grouping does not make unlike measures comparable, establish ownership or control, define an antitrust market, assign liability, or show that a policy event caused an economic outcome.

Reusable graph packet

Carry node and edge custody into analysis

The packet preserves node type, canonical route, relationship family, source link, evidence label, confidence, and edge-specific guardrail.

Data CubeExact U.S. steer and heifer purchases by beef packers observation slice VizBuilderMarket CR4 / trend lens JSON graph/api/public/atlas?focus=market%3Amkt-meatpacking&depth=1 CSV edge ledgerComplete exact relationship slice