1 edge1 source-bearing
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.
More atlas tools4 exact routes
Live family topologyMeasurement
Current focusU.S. Department of Ag...18,549 records / 13 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 standardGraph census · Measurement
Who the Atlas connects
Every lane is an exact family-pair contract in the active semantic lens, ranked by encoded edge count.6 of 13families connectedTop 8 routes carry 99.6% of active-layer edges.
- Active-lens edges
- 18,549
- Measurement
- Family-pair routes
- 13
- exact family contracts
- Cross-family pairs
- 10
- between unlike families
- Self-family pairs
- 3
- within one family
- 01PlacesIndicatorsMeasurement layer · open complete contract dossier6,41234.6%
- 02PlacesSourcesMeasurement layer · open complete contract dossier3,37818.2%
- 03PlacesPlacesMeasurement layer · open complete contract dossier3,20417.3%
- 04IndustriesSourcesMeasurement layer · open complete contract dossier1,95410.5%
- 05IndustriesIndustriesMeasurement layer · open complete contract dossier1,84910.0%
- 06IndustriesIndicatorsMeasurement layer · open complete contract dossier1,5768.5%
- 07MarketsProductsMeasurement layer · open complete contract dossier550.3%
- 08IndicatorsSourcesMeasurement layer · open complete contract dossier480.3%
Inspect the remaining 5 family-pair routes73 links · 0.4% of active-layer edges
- 09MarketsIndicatorsMeasurement layer · open complete contract dossier210.1%
- 10MarketsSourcesMeasurement layer · open complete contract dossier200.1%
- 11IndustriesPlacesMeasurement layer · open complete contract dossier17<0.1%
- 12MarketsIndustriesMeasurement layer · open complete contract dossier12<0.1%
- 13SourcesSourcesMeasurement layer · open complete contract dossier3<0.1%
SourcesConcentration in U.S. Meatpacking Industry and How It Affects Competition and Cattle PricesMeasurement / 2 hops / all neighbors
Choose one exact semantic contract to rebuild the topology, neighborhood, diagnostics, ledger, and public exports around only that declared edge type.
Focused evidence graph
U.S. Department of Ag...
18 connected nodes in this bounded slice- Visible nodes
- 18
- of 18
- Visible edges
- 25
- declared links
- Direct links
- 2
- from focus
- Hidden nodes
- 0
- plot cap only
Markets12Products55Operators20Industries1866Issues6Topics8Questions46Places3270Indicators30Records14Named entities21Publications85Sources45
SourcesConcentration in U.S. Meatpacking Industry and How It Affects Competition and Cattle PricesU.S. Department of Agriculture Economic Research Service
- Access date
- 2026-07-19
- Status
- agency report
- Declared links
- 5
- Latest year
- 2026
Official USDA analysis of historical buyer concentration plant scale cattle prices capacity and entry in U.S. meatpacking.
Open canonical profile1 source-backed indicatorConcentration in U.S. Meatpacking Industry and How It Affects Competition and Cattle Prices1 exact indicator contract use this registered source
Chart lenses
Direct relationship fingerprint
How U.S. Department of Ag... is declared in the Atlas
- Counterparties
- 2
- Unique canonical endpoints
- Encoded links
- 2
- Exact focus edges
- Source custody
- 100%
- 2 source-bearing links
- Profile families
- 2
- Direct counterparty types
Counterparty compositionDirect nodes by profile family
Unique endpoints / active layerIndicators1 encoded edge
1Markets1 encoded edge
1Declared counterpartiesCarry exact endpoints into deeper analysis
2 available1 edge1 source-bearing
Relationship ledger
Every plotted line remains an inspectable record
25 edges survive the current focus, depth, node-type, layer, and semantic-type contract.
MeasurementConsumer price contextconsumer price context
Airline fares is attached to Domestic airlines as a broad BLS consumer-price context series. Consumer airline fares are broad transportation-price context for the airline dossier; they do not identify route markets, airline margins, capacity effects, or competitive causation.
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
CR4 is the sum of the four largest sourced non-aggregate participant shares in this released anchor.
MeasurementIndicator source custodyindicator source
CR4 is the sum of the four largest sourced non-aggregate participant shares in this released anchor.
MeasurementIndicator source custodyindicator source
CR4 is the sum of the four largest sourced non-aggregate participant shares in this released anchor.
MeasurementIndicator source custodyindicator source
CR4 is the sum of the four largest sourced non-aggregate participant shares in this released anchor.
MeasurementIndicator source custodyindicator source
CR4 is the sum of the four largest sourced non-aggregate participant shares in this released anchor.
MeasurementIndicator source custodyindicator source
CR4 is the sum of the four largest sourced non-aggregate participant shares in this released anchor.
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
AI chatbot market share in United States of America May 2026 supports the profile's definition, observation, participant row.
Showing 8 of 25 exact relationships. The complete filtered ledger remains available in CSV.
13 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.