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Network Closure SIGNIFICANT REPLICATED today

Closed loop: Federal Bureau of Investigation (FBI) → CACI International → Robert J. Wittman → Federal Bureau of Investigation (FBI)

Federal Bureau of Investigation (FBI) funds CACI International; CACI International has authority over Robert J. Wittman; Robert J. Wittman benefits Federal Bureau of Investigation (FBI). Three documented edges form a closed conflict-of-interest circuit.
Computed value: 1 closed loop (raw: 1)

Inference logic

1. Edge A→B: Federal Bureau of Investigation (FBI) → 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, "As Vice Chair of House Armed Services Committee, Wittman oversees defense and national security matters that involve FBI jurisdiction; also his district includes federal employees at Langley AFB and other installations.").
3. Edge C→A: Robert J. Wittman → Federal Bureau of Investigation (FBI) (relationship: benefit-type, "FBI's ITSSS-2 contract vehicle worth $8 billion is available for use by all DOJ components; CACI International previously held DOJ contracts and may be eligible under this vehicle, though no direct FBI contract found in public databases.").
Each edge is independently documented in the connections table (IDs 11491, 17372, 16936). 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 ↔ Robert J. Wittman — donor (2024: $33,525 total ($23,525 individuals + $10,000 PAC). Defense contractor benefiting from Armed Services Committee oversight.)
  • Federal Bureau of Investigation (FBI) ↔ CACI International — contractor (FBI's ITSSS-2 contract vehicle worth $8 billion is available for use by all DOJ components; CACI International previously held DOJ contracts and may be eligible under this vehicle, though no direct FB)
  • Robert J. Wittman ↔ Federal Bureau of Investigation (FBI) — oversight (As Vice Chair of House Armed Services Committee, Wittman oversees defense and national security matters that involve FBI jurisdiction; also his district includes federal employees at Langley AFB and o)

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. Federal Bureau of Investigation (FBI)'s support of CACI International could predate CACI International's authority over Robert J. Wittman by years; Robert J. Wittman's benefit to Federal Bureau of Investigation (FBI) 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=84) OR (entity_a_id=84 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=84 AND entity_b_id=108) OR (entity_a_id=108 AND entity_b_id=84)) 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 Federal Bureau of Investigation (FBI)'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 —