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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.

Live family topologyAll declared links

Current focusBeef meatpacking19,193 records / 27 family pairs

All declared links topology centered on Beef meatpackingLine width represents declared relationship count. Line color identifies relationship layer. Circle size represents the number of canonical profiles in each family.Places to Indicators: 6,412 declared links. Measurement 6,412.Places to Sources: 3,378 declared links. Measurement 3,378.Places to Places: 3,204 declared links. Measurement 3,204.Industries to Sources: 1,954 declared links. Measurement 1,954.Industries to Industries: 1,849 declared links. Measurement 1,849.Industries to Indicators: 1,576 declared links. Measurement 1,576.Publications to Sources: 169 declared links. Research 169.Places to Publications: 114 declared links. Research 114.Topics to Publications: 97 declared links. Research 97.Topics to Questions: 58 declared links. Research 58.Markets to Products: 55 declared links. Measurement 55.Indicators to Sources: 50 declared links. Measurement 48, Research 2.Questions to Indicators: 46 declared links. Research 46.Markets to Publications: 33 declared links. Research 33.Records to Named entities: 31 declared links. Enforcement 31.Products to Operators: 28 declared links. Organization 28.Markets to Indicators: 21 declared links. Measurement 21.Markets to Sources: 20 declared links. Measurement 20.Markets to Records: 18 declared links. Enforcement 18.Industries to Places: 17 declared links. Measurement 17.Issues to Topics: 16 declared links. Research 16.Records to Sources: 14 declared links. Enforcement 14.Markets to Industries: 12 declared links. Measurement 12.Markets to Issues: 12 declared links. Research 12.Operators to Named entities: 4 declared links. Organization 4.Sources to Sources: 3 declared links. Measurement 3.Products to Named entities: 2 declared links. Organization 2.Markets12Markets: 12 canonical profiles, 171 links in All declared links, 171 links overall. Documented antitrust and screening definitionsProducts55Products: 55 canonical profiles, 85 links in All declared links, 85 links overall. Source-labeled market participantsOperators20Operators: 20 canonical profiles, 32 links in All declared links, 32 links overall. Official product attributionsIndustries1,866Industries: 1,866 canonical profiles, 5,408 links in All declared links, 5,408 links overall. Census hierarchy and screening contextIssues6Issues: 6 canonical profiles, 28 links in All declared links, 28 links overall. Editorial competition research programsTopics8Topics: 8 canonical profiles, 171 links in All declared links, 171 links overall. Institutional research subjects and exact evidence membershipsQuestions46Questions: 46 canonical profiles, 104 links in All declared links, 104 links overall. Public research questions anchored to exact signals and indicatorsPlaces3,270Places: 3,270 canonical profiles, 13,125 links in All declared links, 13,125 links overall. National context, bounded state and local screens, and international regulatory profilesIndicators30Indicators: 30 canonical profiles, 8,105 links in All declared links, 8,105 links overall. Canonical measurement dossiersRecords14Records: 14 canonical profiles, 63 links in All declared links, 63 links overall. Dated official enforcement recordsNamed entities21Named entities: 21 canonical profiles, 37 links in All declared links, 37 links overall. Organizations named in official recordsPublications85Publications: 85 canonical profiles, 413 links in All declared links, 413 links overall. Reports, data dispatches, and international evidence briefsSources45Sources: 45 canonical profiles, 5,588 links in All declared links, 5,588 links overall. Public evidence custody
All declared links compact topology centered on Beef meatpackingTap a family or weighted route to inspect its declared neighborhood, then use the dossier action below to open the complete record. Circle size represents canonical profile count.Places to Indicators: 6,412 declared links. Measurement 6,412.Places to Sources: 3,378 declared links. Measurement 3,378.Places to Places: 3,204 declared links. Measurement 3,204.Industries to Sources: 1,954 declared links. Measurement 1,954.Industries to Industries: 1,849 declared links. Measurement 1,849.Industries to Indicators: 1,576 declared links. Measurement 1,576.Publications to Sources: 169 declared links. Research 169.Places to Publications: 114 declared links. Research 114.Topics to Publications: 97 declared links. Research 97.Topics to Questions: 58 declared links. Research 58.Markets to Products: 55 declared links. Measurement 55.Indicators to Sources: 50 declared links. Measurement 48, Research 2.Questions to Indicators: 46 declared links. Research 46.Markets to Publications: 33 declared links. Research 33.Records to Named entities: 31 declared links. Enforcement 31.Products to Operators: 28 declared links. Organization 28.Markets to Indicators: 21 declared links. Measurement 21.Markets to Sources: 20 declared links. Measurement 20.Markets to Records: 18 declared links. Enforcement 18.Industries to Places: 17 declared links. Measurement 17.Issues to Topics: 16 declared links. Research 16.Records to Sources: 14 declared links. Enforcement 14.Markets to Industries: 12 declared links. Measurement 12.Markets to Issues: 12 declared links. Research 12.Operators to Named entities: 4 declared links. Organization 4.Sources to Sources: 3 declared links. Measurement 3.Products to Named entities: 2 declared links. Organization 2.Markets12Markets: 12 canonical profiles, 171 links in All declared links, 171 links overall. Documented antitrust and screening definitionsProducts55Products: 55 canonical profiles, 85 links in All declared links, 85 links overall. Source-labeled market participantsOperators20Operators: 20 canonical profiles, 32 links in All declared links, 32 links overall. Official product attributionsIndustries1.9kIndustries: 1,866 canonical profiles, 5,408 links in All declared links, 5,408 links overall. Census hierarchy and screening contextIssues6Issues: 6 canonical profiles, 28 links in All declared links, 28 links overall. Editorial competition research programsTopics8Topics: 8 canonical profiles, 171 links in All declared links, 171 links overall. Institutional research subjects and exact evidence membershipsQuestions46Questions: 46 canonical profiles, 104 links in All declared links, 104 links overall. Public research questions anchored to exact signals and indicatorsPlaces3.3kPlaces: 3,270 canonical profiles, 13,125 links in All declared links, 13,125 links overall. National context, bounded state and local screens, and international regulatory profilesIndicators30Indicators: 30 canonical profiles, 8,105 links in All declared links, 8,105 links overall. Canonical measurement dossiersRecords14Records: 14 canonical profiles, 63 links in All declared links, 63 links overall. Dated official enforcement recordsNamed entities21Named entities: 21 canonical profiles, 37 links in All declared links, 37 links overall. Organizations named in official recordsPublications85Publications: 85 canonical profiles, 413 links in All declared links, 413 links overall. Reports, data dispatches, and international evidence briefsSources45Sources: 45 canonical profiles, 5,588 links in All declared links, 5,588 links overall. Public evidence custody
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.
  1. 01PlacesIndicatorsMeasurement layer · open complete contract dossier6,41233.4%
  2. 02PlacesSourcesMeasurement layer · open complete contract dossier3,37817.6%
  3. 03PlacesPlacesMeasurement layer · open complete contract dossier3,20416.7%
  4. 04IndustriesSourcesMeasurement layer · open complete contract dossier1,95410.2%
  5. 05IndustriesIndustriesMeasurement layer · open complete contract dossier1,8499.6%
  6. 06IndustriesIndicatorsMeasurement layer · open complete contract dossier1,5768.2%
  7. 07PublicationsSourcesResearch layer · open complete contract dossier1690.9%
  8. 08PlacesPublicationsResearch layer · open complete contract dossier1140.6%
Inspect the remaining 19 family-pair routes537 links · 2.8% of active-layer edges
  1. 09TopicsPublicationsResearch layer · open complete contract dossier970.5%
  2. 10TopicsQuestionsResearch layer · open complete contract dossier580.3%
  3. 11MarketsProductsMeasurement layer · open complete contract dossier550.3%
  4. 12IndicatorsSourcesMeasurement + Research layer · open complete contract dossier500.3%
  5. 13QuestionsIndicatorsResearch layer · open complete contract dossier460.2%
  6. 14MarketsPublicationsResearch layer · open complete contract dossier330.2%
  7. 15RecordsNamed entitiesEnforcement layer · open complete contract dossier310.2%
  8. 16ProductsOperatorsOrganization layer · open complete contract dossier280.1%
  9. 17MarketsIndicatorsMeasurement layer · open complete contract dossier210.1%
  10. 18MarketsSourcesMeasurement layer · open complete contract dossier200.1%
  11. 19MarketsRecordsEnforcement layer · open complete contract dossier18<0.1%
  12. 20IndustriesPlacesMeasurement layer · open complete contract dossier17<0.1%
  13. 21IssuesTopicsResearch layer · open complete contract dossier16<0.1%
  14. 22RecordsSourcesEnforcement layer · open complete contract dossier14<0.1%
  15. 23MarketsIndustriesMeasurement layer · open complete contract dossier12<0.1%
  16. 24MarketsIssuesResearch layer · open complete contract dossier12<0.1%
  17. 25OperatorsNamed entitiesOrganization layer · open complete contract dossier4<0.1%
  18. 26SourcesSourcesMeasurement layer · open complete contract dossier3<0.1%
  19. 27ProductsNamed entitiesOrganization layer · open complete contract dossier2<0.1%
Bar length uses a logarithmic scale so low-volume lanes remain visible.Counts and shares describe encoded relationships, not economic importance, substitutability, control, liability, or antitrust harm.

Graph query

Build a declared relationship neighborhood

Network depth
MarketsU.S. steer and heifer purchases by beef packersAll declared links / 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

Beef meatpacking

52 connected nodes in this bounded slice
Visible nodes
48
of 52
Visible edges
102
declared links
Direct links
9
from focus
Hidden nodes
4
plot cap only
Direct neighborhood9
Focused declared relationship network for U.S. steer and heifer purchases by beef packersNodes are placed by graph distance from the selected profile. Color identifies node type. Lines identify encoded relationships in the selected semantic lens.Beef meatpackingWithheldU.S. steer and heifer purchases by beef packers: HHI status WithheldFour largest beef...Four largest beef packers: Latest sourced share 85.0%311611 Animal (ex...Animal (except poultry) slaughtering: Revenue HHI 1,250.7Food buyer powerFood systems and buyer power: Bounded markets 1Market CR4Tracked market CR4: Observation rows 21The U.S. Competit...The U.S. Competition Landscape: Evidence sources 14Market change fieldLatest market-structure signals moved in both directions.: Exact signals 15Beef Meatpacking...Beef Meatpacking Buyer Power: Evidence sources 3U.S. Bureau of La...Consumer Price Index, U.S. city average monthly series: Access date 2026-08-13U.S. Department o...Concentration in U.S. Meatpacking Industry and How It Affects Competition and Cattle Prices: Access date 2026-07-19U.S. browser usage: Latest HHI 3,612U.S. domestic airline passengers: HHI status WithheldU.S. search engine usage: Latest HHI 7,359U.S. social-media referral traffic: Latest HHI 4,995U.S. mobile operating-system web usage: Latest HHI 5,337U.S. generative AI assistant usage: Latest HHI 4,804U.S. rental housing access: HHI status WithheldU.S. mobile wireless service: Latest HHI 3,550U.S. pharmacy benefit management: HHI status WithheldU.S. residential fixed broadband access: Latest HHI 1,501U.S. ACA individual health insurance: Latest HHI 3,650Animal slaughtering and processing: Revenue HHI 559.4Market Structure: Publication memberships 9Industry Structure: Publication memberships 4Geographic Competition: Publication memberships 7Merger Review: Publication memberships 3Which participant-share changes account for the structural movement, and are the denominator and coverage stable across both anchors?: Four-participant concentration ratio 93.8%Which participant-share changes account for the structural movement, and are the denominator and coverage stable across both anchors?: Four-participant concentration ratio 100.0%Which participant-share changes account for the structural movement, and are the denominator and coverage stable across both anchors?: Four-participant concentration ratio 99.4%Which participant-share changes account for the structural movement, and are the denominator and coverage stable across both anchors?: Four-participant concentration ratio 94.4%United States Competition Profile: National context systems 7Detailed industry CR4: Observation rows 897Detailed industry HHI: Observation rows 6792025 Summary of Deposits: Access date 2026-07-192022 Economic Census Concentration of Largest Firms: Access date 2026-07-17Individual Insurance Market Competition (HHI by state): Access date 2026-06-23Browser market share in United States of America, April 2023-April 2026: Access date 2026-07-17Search engine market share in United States of America, April 2023-April 2026: Access date 2026-07-1748th Hart-Scott-Rodino Annual Report (FY 2025): Access date 2026-07-18Internet Access Services: Status as of December 31 2024: Access date 2026-07-21Mobile operating system market share in United States of America, April 2023-April 2026: Access date 2026-07-20Social media referral share in United States of America, April 2023-April 2026: Access date 2026-07-202024 Communications Marketplace Report: Access date 2026-05-16AI chatbot market share in United States of America May 2026: Access date 2026-06-23TranStats airline domestic market share March 2025-February 2026: Access date 2026-05-16Pharmacy Benefit Managers: The Powerful Middlemen Inflating Drug Costs and Squeezing Main Street Pharmacies: Access date 2026-05-162017 Economic Census Concentration of Largest Firms: Access date 2026-07-18America's Rental Housing 2026: Access date 2026-06-21
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
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
3
Sources2 encoded edges
2
Indicators1 encoded edge
1
Industries1 encoded edge
1
Issues1 encoded edge
1
Products1 encoded edge
1
Declared counterpartiesCarry exact endpoints into deeper analysis
9 available
01
1 edge1 source-bearing
02
1 edge1 source-bearing
03
1 edge1 source-bearing
04
1 edge1 source-bearing
05
1 edge1 source-bearing
06
1 edge0 source-bearing
Showing 6 of 9 exact direct counterparties.
Direct layer mixMeasurement5Organization0Enforcement0Research4
Encoded confidencehigh2medium0bounded7low0

Relationship ledger

Every plotted line remains an inspectable record

107 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.

U.S. Bureau of Labor Statistics / CUUR0000SETG01boundedSource
MeasurementConsumer price contextconsumer price context

Internet services and electronic information providers is attached to Fixed broadband as a broad BLS consumer-price context series. The BLS internet-services item is broad household price context for the fixed-broadband dossier; it is not equivalent to the FCC broadband screen, a service-quality measure, or a legal market.

U.S. Bureau of Labor Statistics / CUUR0000SEEE03boundedSource
MeasurementConsumer price contextconsumer price context

Rent of primary residence is attached to Rental housing as a broad BLS consumer-price context series. Broad rent paid by tenants is attached as consumer-price context for the housing dossier; it is not a rent-setting market definition or a measure of housing supply, landlord concentration, or market power.

U.S. Bureau of Labor Statistics / CUUR0000SEHAboundedSource
MeasurementConsumer price contextconsumer price context

Health insurance is attached to Individual insurance as a broad BLS consumer-price context series. The BLS health-insurance index uses its own retained-earnings method and is not a premium index. It is broad context for the individual-insurance dossier, not a measure of insurer concentration, plan generosity, or market power.

U.S. Bureau of Labor Statistics / CUUR0000SEMEboundedSource
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.

U.S. Bureau of Labor Statistics / CUUR0000SAF11boundedSource
MeasurementConsumer price contextconsumer price context

Prescription drugs is attached to PBMs as a broad BLS consumer-price context series. Retail prescription-drug prices are attached as consumer context for the PBM dossier; they do not measure PBM services, rebates, spreads, pharmacy reimbursement, margins, or competitive effects.

U.S. Bureau of Labor Statistics / CUUR0000SEMF01boundedSource
MeasurementConsumer price contextconsumer price context

Wireless telephone services is attached to Wireless service as a broad BLS consumer-price context series. Wireless telephone service prices are broad consumer context for the mobile-wireless dossier; they do not measure plan quality, device subsidies, carrier profitability, switching, or market power.

U.S. Bureau of Labor Statistics / CUUR0000SEED03boundedSource
MeasurementIndicator source custodyindicator source

Twelve-month change in the CPI for all urban consumers, U.S. city average. This is a broad price index, not a measure of market power.

U.S. Bureau of Labor Statistics / Consumer Price Index, U.S. city average monthly serieshighSource
MeasurementIndicator source custodyindicator source

Published 2022 Economic Census share of industry value held by the four largest firms in a six-digit NAICS statistical industry.

U.S. Census Bureau / 2022 Economic Census Concentration of Largest FirmshighSource
MeasurementIndicator source custodyindicator source

Published 2022 Economic Census HHI for a six-digit NAICS statistical industry.

U.S. Census Bureau / 2022 Economic Census Concentration of Largest FirmshighSource
MeasurementIndicator source custodyindicator source

CR4 is the sum of the four largest sourced non-aggregate participant shares in this released anchor.

Bureau of Transportation Statistics / TranStats airline domestic market share March 2025-February 2026highSource
MeasurementIndicator source custodyindicator source

CR4 is the sum of the four largest sourced non-aggregate participant shares in this released anchor.

StatCounter Global Stats / AI chatbot market share in United States of America May 2026mediumSource

Showing 8 of 107 exact relationships. The complete filtered ledger remains available in CSV.

95 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.