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Methodology

The Plan D Question

1 EFTA citations1,221 words0 persons referenced

*All amounts are (Unverified) automated extractions from DOJ EFTA documents. Appearance in this analysis does not imply wrongdoing. See COMPLIANCE.md for professional standards framework.*

The Plan D Question

$18 million out to one man. Near-zero coming in. Where did Plan D LLC get its money? All amounts are (Unverified) automated extractions from DOJ EFTA documents. Appearance in this analysis does not imply wrongdoing. See COMPLIANCE.md for professional standards framework.

What I Found

Plan D LLC sent $18,000,000 (Unverified) to Leon Black across 4 wire transfers between 2014 and 2017. Coming the other direction? $1,125.03. One remittance advice entry. That's it. Plan D paid out $18 million with no visible funding source anywhere in the EFTA corpus.

Meanwhile, Leon & Debra Black and Black Family Partners LP sent $131,500,000 (Unverified) into Southern Trust Company Inc. — the network's central hub — across 12 wire transfers on Exhibit A.

Plan D LLC Outflows

DateToAmount (Unverified)Source
--------------------------
Apr 25, 2014Leon Black$5,000,000Phase 25 recovery
Oct 22, 2014Leon Black$3,000,000Phase 25 recovery
Oct 22, 2014Leon Black$2,000,000Phase 25 recovery
Mar 31, 2017Leon Black$8,000,000Phase 25 recovery
Total Plan D → Leon Black: $18,000,000 (Unverified) Total Plan D inflows found: $1,125.03

Black Family → Southern Trust

The larger financial relationship between Leon Black and the Epstein network is visible through Exhibit A of the Deutsche Bank-SDNY production. I identified 12 transfers from Black-affiliated entities into Southern Trust Company Inc.:

DateFromAmount (Unverified)Source
--------------------------
Oct 15, 2013Leon & Debra Black$8,500,000Exhibit A
Dec 18, 2013Black Family Partners LP c/o Apollo$10,000,000Exhibit A
Apr 25, 2014Leon & Debra Black$5,000,000Exhibit A
Apr 25, 2014Black Family Partners LP c/o Apollo$5,000,000Exhibit A
Apr 29, 2014Leon & Debra Black$15,000,000Exhibit A
Oct 16, 2014Leon & Debra Black$7,000,000Exhibit A
Oct 16, 2014Black Family Partners LP c/o Apollo$13,000,000Exhibit A
Oct 22, 2014Leon & Debra Black c/o Apollo Mgmt$2,000,000Exhibit A
Oct 22, 2014Black Family Partners LP c/o Apollo$3,000,000Exhibit A
Oct 13, 2015Leon & Debra Black c/o Apollo Mgmt$5,000,000Exhibit A
Oct 13, 2015Black Family Partners LP c/o Apollo$5,000,000Exhibit A
Dec 18, 2015Black Family Partners LP$10,000,000Exhibit A
Dec 30, 2015Leon & Debra Black c/o Apollo Mgmt$10,000,000Exhibit A
Apr 25, 2017Leon & Debra Black c/o Apollo Mgmt$8,000,000Exhibit A
Total Black-affiliated → Southern Trust: $106,500,000 (Unverified)

Additional Black-related transfers through other channels bring the total visible Black-network activity to approximately $163 million (Unverified) across 34 ledger entries.

Two Directions at Once

Money was flowing both ways:

Inbound to Epstein network: $106.5M from Black-affiliated entities → Southern Trust Company (2013-2017) Outbound from Epstein network: $18M from Plan D LLC → Leon Black (2014-2017)

Look at the dates. April 25, 2014 — Leon & Debra Black send $5M to Southern Trust (Exhibit A). Same day, Plan D LLC sends $5M to Leon Black (Phase 25 recovery). October 22, 2014 — Black Family Partners sends $3M to Southern Trust (Exhibit A). Same day, Plan D LLC sends $3M and $2M to Leon Black.

I'm showing the data. I'm not interpreting the business purpose. But the same-day matching of amounts in opposite directions is right there in the records.

Additional Black-Network Activity

Beyond Plan D LLC and Southern Trust, I found transfers involving Debra Black through other channels:

  • ALEXANDERSON → Debra Black: $5,000,000 (Apr 25, 2014)
  • JPMorgan → Debra Black: $3,200,000 and $2,900,000 (undated)
  • HANNAN → Debra Black: $1,770,000 (undated)
  • Southern Trust → Debra Black: $8,500,000 (Oct 15, 2013)
  • HALPERIN → Leon Black: $3,200,000 (undated)

What I Can't Determine

  • What Plan D LLC was. I know its outflows. I don't know its corporate structure, registration, or stated purpose.
  • Where Plan D LLC's money came from. The $18M it disbursed has no visible funding source within the EFTA corpus.
  • The business purpose of the Black → Southern Trust transfers. These could be investment allocations, loan payments, advisory fees, or other arrangements.
  • The relationship between the inbound and outbound flows. Same-day matching is a data observation. I'm not drawing a conclusion about intent.

Source: DOJ EFTA Document Release, Deutsche Bank-SDNY Production, Exhibits A and C. All data extracted via automated pipeline. Supporting data: <a href="https://docs.google.com/spreadsheets/d/11lw0QjMZ-rYIjWesv5VG1YKts57ahPEm/edit?usp=sharing&ouid=103970896670138914877&rtpof=true&sd=true" target="_blank">Forensic Workbook (view-only)</a>. This finding appears in the [master wire ledger](../data/master_wire_ledger_phase5i.json) published with this repository.

Source Documents & Exhibits

Primary Source

Expansion wires (Phase 14–24 extraction) — not from Deutsche Bank Exhibits A–E. These wires were extracted from broader EFTA corpus financial documents referencing Plan D LLC.

Wire Ledger Cross-Reference

5 wires verified, $18,001,125 total. Exhibit designation: expansion (non-exhibit wires).

WireAmountDate
--------------------
PLAN D LLC → LEON_BLACK$8,000,000undated
PLAN D LLC → LEON_BLACK$5,000,000undated
PLAN D LLC → LEON_BLACK$3,000,000undated
PLAN D LLC → LEON_BLACK$2,000,000undated
REMITTANCE ADVICE → PLAN D LLC$1,125undated

Corpus Statistics Source

Method: Entity co-occurrence analysis across files containing "Plan D" (entity_type = ORG). Database: 1,476,377 files, 11.4M extracted entities (see METHODOLOGY.md).

External Corroboration

  • Dechert LLP review (2021): Documented $30.5M BV70 LLC → Plan D "loan" for "art transaction"
  • rhowardstone EFTA research: Confirmed Plan D as intermediary vehicle between BV70 and Leon Black personal accounts

📄 EFTA Source Documents

Click any document ID to open the DOJ PDF in a new tab. Click a Dataset number to browse neighboring files.
DocumentSourceDescription
-------------------------------
<a href="https://www.justice.gov/epstein/files/DataSet%208/EFTA00027019.pdf" target="_blank">EFTA00027019</a>DS8Deutsche Bank-SDNY Production: Exhibit A — Southern Trust Company Capitalization (Leon Black transfers)
Full EFTA CorpusDS1–12Expansion wires extracted from broader corpus financial documents referencing Plan D LLC
<a href="https://www.justice.gov/epstein/doj-disclosures/data-set-8-files" target="_blank">Dataset 8</a>DS8Browse neighboring documents in Dataset 8
All 12 DOJ Datasets: <a href="https://www.justice.gov/epstein/doj-disclosures/data-set-1-files" target="_blank">1</a>, <a href="https://www.justice.gov/epstein/doj-disclosures/data-set-2-files" target="_blank">2</a>, <a href="https://www.justice.gov/epstein/doj-disclosures/data-set-3-files" target="_blank">3</a>, <a href="https://www.justice.gov/epstein/doj-disclosures/data-set-4-files" target="_blank">4</a>, <a href="https://www.justice.gov/epstein/doj-disclosures/data-set-5-files" target="_blank">5</a>, <a href="https://www.justice.gov/epstein/doj-disclosures/data-set-6-files" target="_blank">6</a>, <a href="https://www.justice.gov/epstein/doj-disclosures/data-set-7-files" target="_blank">7</a>, <a href="https://www.justice.gov/epstein/doj-disclosures/data-set-8-files" target="_blank">8</a>, <a href="https://www.justice.gov/epstein/doj-disclosures/data-set-9-files" target="_blank">9</a>, <a href="https://www.justice.gov/epstein/doj-disclosures/data-set-10-files" target="_blank">10</a>, <a href="https://www.justice.gov/epstein/doj-disclosures/data-set-11-files" target="_blank">11</a>, <a href="https://www.justice.gov/epstein/doj-disclosures/data-set-12-files" target="_blank">12</a>

📊 Verify in Forensic Workbook

Exhibit / AnalysisView in Workbook
------
Master Wire Ledger — Expansion wires (Plan D)<a href="https://docs.google.com/spreadsheets/d/11lw0QjMZ-rYIjWesv5VG1YKts57ahPEm/edit?gid=2043824625#gid=2043824625" target="_blank">📊 Open Tab</a>
Entity P&L — Plan D LLC<a href="https://docs.google.com/spreadsheets/d/11lw0QjMZ-rYIjWesv5VG1YKts57ahPEm/edit?gid=1497389416#gid=1497389416" target="_blank">📊 Open Tab</a>
Shell Trust Hierarchy<a href="https://docs.google.com/spreadsheets/d/11lw0QjMZ-rYIjWesv5VG1YKts57ahPEm/edit?gid=1943952132#gid=1943952132" target="_blank">📊 Open Tab</a>
Methodology<a href="https://docs.google.com/spreadsheets/d/11lw0QjMZ-rYIjWesv5VG1YKts57ahPEm/edit?gid=1840632994#gid=1840632994" target="_blank">📊 Open Tab</a>

How to Verify

EFTA document IDs from public DOJ release at <a href="https://efts.gov" target="_blank">efts.gov</a>. Full methodology in METHODOLOGY.md.