Review high-score charity funding loops for structural-vs-anomalous classification.
The dataset shows 50 CRA-registered entities participating in circular money flows scored ≥12 on the TRACE attention scale. 50 are scored ≥18. Cumulative circular amount: $285M. Most loops are structurally normal (denominational hierarchies, federated charities, donation platforms) — the review is to distinguish those from loops that exist to inflate revenue, generate tax receipts, or absorb funds into overhead. The recommendation is grounded in 50 pattern-detector matches across the federal corpus. Each cited match links back to specific source rows; an auditor walking the citation can verify every dollar in the headline.
Monetary impact
Recoverable / prevention rate (2.0%) and indirect-cost rate (1.5%) are calibrated category-level defaults grounded in published auditor benchmarks. Implementation cost is a calibrated point estimate based on category complexity. Funders should refine all three with their own historical recovery data.
Risk overview
Charity-sector regulators (CRA Charities Directorate) flag circular flows in compliance reviews; federal funders inherit reputational exposure.
Loops obscure the true cost of delivery and complicate program evaluation against intended outcomes.
TRACE-attributed methodology is now public and citable; non-action against high-score loops is itself a media risk.
Justification & audit trail
50 cited matches · $285M at stake
The dataset shows 50 CRA-registered entities participating in circular money flows scored ≥12 on the TRACE attention scale. 50 are scored ≥18. Cumulative circular amount: $285M. Most loops are structurally normal (denominational hierarchies, federated charities, donation platforms) — the review is to distinguish those from loops that exist to inflate revenue, generate tax receipts, or absorb funds into overhead. The recommendation is grounded in 50 pattern-detector matches across the federal corpus. Each cited match links back to specific source rows; an auditor walking the citation can verify every dollar in the headline.
- score—source: cra.loop_universe
- total_circular_amt$40Ksource: cra.loop_universe
- score—source: cra.loop_universe
- total_circular_amt$436Ksource: cra.loop_universe
- score—source: cra.loop_universe
- total_circular_amt$266Ksource: cra.loop_universe
| Source | Row | Field | Value |
|---|---|---|---|
| cra.loop_universe | 102333176RR0001 | score | — |
| cra.loop_universe | 102333176RR0001 | total_circular_amt | 40,000 |
| cra.loop_universe | 103019725RR0001 | score | — |
| cra.loop_universe | 103019725RR0001 | total_circular_amt | 436,464 |
| cra.loop_universe | 107404501RR0001 | score | — |
| cra.loop_universe | 107404501RR0001 | total_circular_amt | 265,640 |
| cra.loop_universe | 107507857RR0001 | score | — |
| cra.loop_universe | 107507857RR0001 | total_circular_amt | 1,149,994 |
| cra.loop_universe | 107987166RR0001 | score | — |
| cra.loop_universe | 107987166RR0001 | total_circular_amt | 104,277 |
Confidence rationale. Calibrated from 50 cited matches at flag severity. Confidence increases with match volume and severity; the snapshot pipeline rebuilds nightly.
Timeline & dependencies
- D+14Audit committee briefed
- D+45Evidence pack assembled
- D+90Decision recorded
Calibrated next steps
- 01For each top-score participant, examine the T3010 filings: reciprocal gifts, board overlap, program-vs-overhead ratios.
- 02Cross-reference against published structural-exclusion lists (denominational hierarchies, known federated charity structures) before treating any loop as anomalous.
- 03Where loops persist across review cycles AND the structural explanation does not hold, escalate to the appropriate audit body.