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Network Closure SIGNIFICANT REPLICATED today

Closed loop: US Department of Defense (Pentagon) → CACI International → Robert J. Wittman → US Department of Defense (Pentagon)

US Department of Defense (Pentagon) funds CACI International; CACI International has authority over Robert J. Wittman; Robert J. Wittman 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) → CACI International (relationship: funding-type, "2024: $33,525 total ($23,525 individuals + $10,000 PAC). Defense contractor benefiting from Armed Services Committee oversight.").
2. Edge B→C: CACI International → Robert J. Wittman (relationship: authority-type, "Wittman's role as Vice Chair of the House Armed Services Committee gives him direct oversight of Department of Defense appropriations and the National Defense Authorization Act.").
3. Edge C→A: Robert J. Wittman → US Department of Defense (Pentagon) (relationship: benefit-type, "CACI International is a well-known defense and intelligence contractor with the Pentagon as a primary customer base, as evidenced by their status as a publicly traded government contractor with consistent SEC filing history spanning 2009-2022").
Each edge is independently documented in the connections table (IDs 11491, 17373, 572). 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)

  • CACI International ↔ US Department of Defense (Pentagon) — contractor (CACI International is a well-known defense and intelligence contractor with the Pentagon as a primary customer base, as evidenced by their status as a publicly traded government contractor with consis)
  • CACI International ↔ Robert J. Wittman — donor (2024: $33,525 total ($23,525 individuals + $10,000 PAC). Defense contractor benefiting from Armed Services Committee oversight.)
  • Robert J. Wittman ↔ US Department of Defense (Pentagon) — oversight (Wittman's role as Vice Chair of the House Armed Services Committee gives him direct oversight of Department of Defense appropriations and the National Defense Authorization Act.)

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 CACI International could predate CACI International's authority over Robert J. Wittman by years; Robert J. Wittman'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=108 AND entity_b_id=11163) OR (entity_a_id=11163 AND entity_b_id=108)) 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=11163 AND entity_b_id=94) OR (entity_a_id=94 AND entity_b_id=11163)) 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=108) OR (entity_a_id=108 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, 01:28 · 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 CACI International predate CACI International's authority over Robert J. Wittman?
  • SKETCH — $20 What is the dollar value flowing on each edge over the past five years?
  • SKETCH — $20 Are there public records of CACI International recusing from any decision involving Robert J. Wittman?
  • DOSSIER — $75 Map every contract, grant, or appointment between the three entities since the loop closed.
Detector: triangular_loops v1.0 · Created —