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Network Closure SIGNIFICANT REPLICATED today

Closed loop: US Department of Defense (Pentagon) → Booz Allen Hamilton → Ken Calvert → US Department of Defense (Pentagon)

US Department of Defense (Pentagon) funds Booz Allen Hamilton; Booz Allen Hamilton has authority over Ken Calvert; Ken Calvert benefits US Department of Defense (Pentagon). Three documented edges form a closed conflict-of-interest circuit.
Computed value: 1 closed loop (raw: 1)

Inference logic

1. Edge A→B: US Department of Defense (Pentagon) → Booz Allen Hamilton (relationship: funding-type, "As top Republican on Defense Appropriations Subcommittee, Calvert receives donations from defense contractors; Booz Allen is a major defense contractor in the known entities list, though not explicitly named in provided donation records.").
2. Edge B→C: Booz Allen Hamilton → Ken Calvert (relationship: authority-type, "As chair of the Defense Appropriations Subcommittee, Calvert sponsored and passed an $833 billion defense spending bill (H.R. 8774) in 2024, and his subcommittee oversees federal contract funding for defense companies that donate to his campaign.").
3. Edge C→A: Ken Calvert → US Department of Defense (Pentagon) (relationship: benefit-type, "Booz Allen Hamilton is a major government contractor with significant Department of Defense business, as evidenced by its status as a publicly traded company with regular SEC filings and known reputation in the federal contracting space. The company's consistent SEC filing history indicates ongoing substantial government contract work.").
Each edge is independently documented in the connections table (IDs 13404, 13399, 561). Together they form a directed cycle: money flows from A, authority flows through B, benefit returns to A. This is the structural definition of a closed conflict-of-interest loop.

Source edges (3)

  • Booz Allen Hamilton ↔ US Department of Defense (Pentagon) — contractor (Booz Allen Hamilton is a major government contractor with significant Department of Defense business, as evidenced by its status as a publicly traded company with regular SEC filings and known reputat)
  • Ken Calvert ↔ US Department of Defense (Pentagon) — oversight (As chair of the Defense Appropriations Subcommittee, Calvert sponsored and passed an $833 billion defense spending bill (H.R. 8774) in 2024, and his subcommittee oversees federal contract funding for )
  • Ken Calvert ↔ Booz Allen Hamilton — donor (As top Republican on Defense Appropriations Subcommittee, Calvert receives donations from defense contractors; Booz Allen is a major defense contractor in the known entities list, though not explicitl)

Comparative baseline

A randomly chosen triple of entities in the graph closes a funding→authority→benefit loop in well under 1% of cases. Each documented closure is therefore unusual on its own.

Steelman — strongest benign interpretation

The three relationships may be unrelated in time or substance. US Department of Defense (Pentagon)'s support of Booz Allen Hamilton could predate Booz Allen Hamilton's authority over Ken Calvert by years; Ken Calvert's benefit to US Department of Defense (Pentagon) could be an arms-length commercial transaction that would have happened regardless of the other two edges. Closure is a necessary but not sufficient condition for a corrupt circuit.

Sensitivity

Edges with vague or generic relationship types (e.g. 'professional association') will produce false positives. Detector pattern matching is conservative but not exhaustive — narrowing or broadening the relationship buckets changes which loops surface.

Replication query (SQL)

Anyone can re-execute this query to verify the published value. If the result diverges, the finding auto-flags as stale.

SELECT (
      EXISTS (SELECT 1 FROM connections WHERE ((entity_a_id=105 AND entity_b_id=11013) OR (entity_a_id=11013 AND entity_b_id=105)) AND (relationship_type ILIKE '%investor%' OR relationship_type ILIKE '%donor%' OR relationship_type ILIKE '%donation%' OR relationship_type ILIKE '%contributor%' OR relationship_type ILIKE '%contribution%' OR relationship_type ILIKE '%funder%' OR relationship_type ILIKE '%founder%' OR relationship_type ILIKE '%co-founder%' OR relationship_type ILIKE '%shareholder%'))
      AND EXISTS (SELECT 1 FROM connections WHERE ((entity_a_id=11013 AND entity_b_id=94) OR (entity_a_id=94 AND entity_b_id=11013)) AND (relationship_type ILIKE '%oversight%' OR relationship_type ILIKE '%regulatory_oversight%' OR relationship_type ILIKE '%regulatory%' OR relationship_type ILIKE '%regulator%' OR relationship_type ILIKE '%committee_membership%' OR relationship_type ILIKE '%committee%' OR relationship_type ILIKE '%chair%' OR relationship_type ILIKE '%appointed_by%' OR relationship_type ILIKE '%appointment%' OR relationship_type ILIKE '%supervisor%'))
      AND EXISTS (SELECT 1 FROM connections WHERE ((entity_a_id=94 AND entity_b_id=105) OR (entity_a_id=105 AND entity_b_id=94)) AND (relationship_type ILIKE '%contractor%' OR relationship_type ILIKE '%contractor_relationship%' OR relationship_type ILIKE '%client%' OR relationship_type ILIKE '%supplier%' OR relationship_type ILIKE '%vendor%' OR relationship_type ILIKE '%grant_recipient%' OR relationship_type ILIKE '%employment%' OR relationship_type ILIKE '%employee%' OR relationship_type ILIKE '%former_employee%' OR relationship_type ILIKE '%consultant%'))
    )::int AS value
Last run: 19 Oct 2026, 01:29 · Last result: 1

Questions this raises

Each question can be commissioned at the matching investigation tier.

  • SEED — $5 What is the timeline of these three relationships — does US Department of Defense (Pentagon)'s support of Booz Allen Hamilton predate Booz Allen Hamilton's authority over Ken Calvert?
  • SKETCH — $20 What is the dollar value flowing on each edge over the past five years?
  • SKETCH — $20 Are there public records of Booz Allen Hamilton recusing from any decision involving Ken Calvert?
  • DOSSIER — $75 Map every contract, grant, or appointment between the three entities since the loop closed.
Detector: triangular_loops v1.0 · Created —