1 edge0 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 topologyResearch
Current focusPBMs547 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 standardGraph 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
- 01PublicationsSourcesResearch layer · open complete contract dossier16930.9%
- 02PlacesPublicationsResearch layer · open complete contract dossier11420.8%
- 03TopicsPublicationsResearch layer · open complete contract dossier9717.7%
- 04TopicsQuestionsResearch layer · open complete contract dossier5810.6%
- 05QuestionsIndicatorsResearch layer · open complete contract dossier468.4%
- 06MarketsPublicationsResearch layer · open complete contract dossier336.0%
- 07IssuesTopicsResearch layer · open complete contract dossier162.9%
- 08MarketsIssuesResearch layer · open complete contract dossier122.2%
Inspect the remaining 1 family-pair routes2 links · 0.4% of active-layer edges
MarketsU.S. pharmacy benefit managementResearch / 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
PBMs
31 connected nodes in this bounded slice- Visible nodes
- 31
- of 31
- Visible edges
- 35
- declared links
- Direct links
- 3
- from focus
- Hidden nodes
- 0
- plot cap only
Markets12Products55Operators20Industries1866Issues6Topics8Questions46Places3270Indicators30Records14Named entities21Publications85Sources45
MarketsU.S. pharmacy benefit managementUnited States / 2023
- HHI status
- Withheld
- Status
- incomplete
- Declared links
- 10
- Latest year
- 2023
Pharmacy benefit management services profile based on FTC public findings. The FTC reports top-three and top-six aggregate shares but not enough individual PBM market shares in the public press-release record to compute HHI.
Open canonical profileNo indicator row is keyed directly to this profile. These analytical contexts are one declared graph hop away.
Direct relationship fingerprint
How PBMs is declared in the Atlas
- Counterparties
- 3
- Unique canonical endpoints
- Encoded links
- 3
- Exact focus edges
- Source custody
- 0%
- 0 source-bearing links
- Profile families
- 2
- Direct counterparty types
Counterparty compositionDirect nodes by profile family
Unique endpoints / active layerPublications2 encoded edges
2Issues1 encoded edge
1Declared counterpartiesCarry exact endpoints into deeper analysis
3 available1 edge0 source-bearing
1 edge0 source-bearing
Relationship ledger
Every plotted line remains an inspectable record
35 edges survive the current focus, depth, node-type, layer, and semantic-type contract.
ResearchIssue program membershipissue scope
U.S. ACA individual health insurance is an explicitly curated member of the Health care intermediaries research program while retaining its own product boundary, geography, denominator, and comparison contract.
ResearchIssue program membershipissue scope
U.S. pharmacy benefit management is an explicitly curated member of the Health care intermediaries research program while retaining its own product boundary, geography, denominator, and comparison contract.
ResearchCovered market profilereport market
Where Public Market-Share Data Runs Out explicitly lists U.S. domestic airline passengers in its related-market scope.
ResearchCovered market profilereport market
Where Public Market-Share Data Runs Out explicitly lists U.S. pharmacy benefit management in its related-market scope.
ResearchCovered market profilereport market
The U.S. Competition Landscape explicitly lists U.S. generative AI assistant usage in its related-market scope.
ResearchCovered market profilereport market
The U.S. Competition Landscape explicitly lists U.S. domestic airline passengers in its related-market scope.
ResearchCovered market profilereport market
The U.S. Competition Landscape explicitly lists U.S. browser usage in its related-market scope.
ResearchCovered market profilereport market
The U.S. Competition Landscape explicitly lists U.S. rental housing access 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.
ResearchCovered market profilereport market
The U.S. Competition Landscape explicitly lists U.S. pharmacy benefit management in its related-market scope.
ResearchCovered market profilereport market
The U.S. Competition Landscape explicitly lists U.S. search engine usage in its related-market scope.
ResearchCovered market profilereport market
The U.S. Competition Landscape explicitly lists U.S. mobile wireless service in its related-market scope.
Showing 8 of 35 exact relationships. The complete filtered ledger remains available in CSV.
23 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.