ⓘ   Notice to Media, Researchers & Repository Forks

This document is a published output of an active forensic investigation. The underlying database is under continuous review — records are re-validated against primary bank documents, entities are reclassified as new source material is processed, and figures are corrected when the data demands it. What you are reading reflects the state of the analysis as of March 20, 2026.

If you are forking, archiving, or citing this work: snapshots capture a moment in time. Do not treat cached versions as authoritative. Always reference the live repository at github.com/randallscott25-star/epstein-forensic-finance for current figures. Last validated: March 20, 2026.

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✓   Database Validation — March 20, 2026
Confirmed Unchanged
$2.146B corpus total  ·  6,310 unique transactions
481 verified wires (Layer 1)  ·  14 banking institutions
$973.4M Layer 1  ·  $529.2M Layer 2  ·  $643.4M Layer 4
Methodology Note
Layer 4 (fund_flows_audited) entity attribution was revised after original publication. Corpus totals are unchanged. Individual entity volumes for shells and operators reflect verified bank records only (Layers 1–2). Layer 4 now tracks bank-level flows.
New Findings — March 2026 Corpus Review
Benjamin Edmond de Rothschild — $15.0M outflow confirmed Edmond de Rothschild (Suisse) SA — $10.0M outflow confirmed LSJ LLC — $21.2M Epstein entity (new) NES LLC — $10.4M Epstein entity (new) Kellerhals Ferguson Kroblin PLLC — $23.1M  (VI counsel) Sotheby's — $11.2M  +  Christie's — $7.7M  (art market) Julius Baer — $6.65M  (Swiss banking) HEATHER_GRAY — $17.6M  (unresolved counterparty)

Epstein Financial Shell Network

14 shell entities · 8+ banking institutions · 178,592 money references · 1.48M documents
DOJ EFTA Document Release — Corpus-Wide Analysis
Shell — in wire ledger
Shell — ❌ NOT in wire ledger
Banking institution
External source / recipient
Communication hub
Wire transfer / co-occurrence
Banking relationship
Drag nodes to rearrange · Scroll to zoom · Click node for details
Source: DOJ EFTA · github.com/randallscott25-star/epstein-forensic-finance