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The Black
Book Project

Between 1995 and 2013, Jeffrey Epstein's private aircraft made over 700 documented flights to locations across four continents. Dozens of prominent figures appear in the passenger manifests. Over 1,200 video files from DOJ evidence sets have never been cataloged publicly. Until now, the full scope of these records has never been cross-referenced, indexed, or made searchable in one place.

This is the complete archive.

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0Documented Connections
0Logged Flights
0Pages Analyzed
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What the documents reveal

Drawn directly from court filings, FAA records, FBI reports, and DOJ disclosures. Every claim below is sourced and verifiable.

01

The Flight Network Was Vast

Over 700 flights across at least 40 airports on four continents. Routes concentrated between Teterboro (NJ), Palm Beach, St. Thomas, and destinations across Europe and Africa. The flight manifests name more than 200 unique passengers.

Sources: Pilot logbooks, FAA records, Maxwell trial exhibits
02

Prominent Names Appear Repeatedly

Multiple high-profile individuals from politics, finance, academia, and entertainment appear across flight logs, court depositions, and internal correspondence. Some are named in dozens of separate documents spanning years.

Sources: DOJ disclosure batches 1-12, Giuffre v. Maxwell filings
03

The Paper Trail Is Extensive

Over 8,000 documents released by the DOJ, including FBI interview transcripts, financial records, internal emails, and victim depositions. Many were heavily redacted, but the unredacted portions reveal patterns of coordination.

Sources: USAO-SDNY Epstein disclosures, FBI Vault
04

Connections Span Institutions

The entity network reveals links between individuals across government, finance, academia, and media. Co-occurrence analysis shows clusters of names that repeatedly appear together in documents, flights, and witness testimony.

Sources: Cross-referencing NER extraction across all document sets

Mapping the network they built

Every name, flight, location, and document from publicly released government files, mapped into an explorable relationship graph and cross-referenced across 8,000+ source documents.

Entity Types

Person
Location
Organization
Document
Flight

Tools built for accountability

Purpose-built for investigators, journalists, and researchers. Every tool is designed to surface what raw document dumps bury.

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Entity Network

Force-directed graph mapping people, locations, organizations, and documents. Trace connections within 1-6 degrees of separation.

Core
🔍

Full-Text Search

Every page OCR'd and indexed. Entity-aware highlighting with source attribution. Find any name, date, or phrase across the entire archive.

Indexed
✈️

Flight Analysis

Interactive map of every logged flight. Routes, passengers, dates, aircraft. Cross-referenced against court documents and witness testimony.

Geospatial
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Timeline

Chronological event mapping from 1998 through present-day releases. Filter by person, location, or legal phase to find patterns.

Temporal
📄

Document Viewer

Read any document in-browser with entity highlighting. Every name, date, and location is clickable and cross-linked to related records.

Interactive
🔗

Full Provenance

Every data point traced to its original source. Complete chain of custody from DOJ batch number to specific page. Nothing is inferred without citation.

Verifiable

How we processed the archive

Transparency matters. Here is exactly how this database was built, from raw government PDFs to the searchable, cross-referenced archive you see here.

01

Source Collection

Primary sources from DOJ disclosures, House Oversight releases, FBI Vault, Maxwell trial exhibits, and FAA records. Every document is a public government release.

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02

Text Extraction

OCR processing on every PDF page. Text extraction with quality validation. Documents classified by type: court filing, deposition, FBI report, financial record.

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03

Entity Recognition

NLP entity extraction identifies names, dates, locations, and organizations. Disambiguation resolves variants: "G. Maxwell" = "Ghislaine Maxwell."

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04

Cross-Referencing

Relationship graph built from co-occurrence analysis. Connections scored by frequency, document proximity, and explicit mentions across sources.

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05

Publication

Full-text search, network traversal, geospatial mapping, and timeline filtering. All data served statically with no backend dependencies.

Frequently Asked Questions

Common questions about the archive, our sources, and how to use the tools.

The Black Book Project is an investigative archive that indexes, cross-references, and makes searchable over 8,000 publicly released documents related to the Jeffrey Epstein case. It includes court filings, depositions, FBI reports, flight logs, financial records, and DOJ disclosures — all linked through an entity network graph.

Every document comes from official government releases: DOJ disclosure batches (USAO-SDNY), FBI Vault releases, House Oversight Committee publications, Maxwell trial exhibits, and FAA flight records. We do not use leaked, hacked, or private materials. Every data point is traceable to its original public source.

No. Appearing in a document, flight log, or entity network does not imply wrongdoing. Many individuals appear as witnesses, legal counsel, government officials, or incidental mentions. This archive presents source material — it does not make accusations. Users should read the original documents and draw their own conclusions based on the evidence.

The network graph maps 5,000+ entities (people, organizations, locations) extracted using NLP-based named entity recognition. Connections are based on co-occurrence — two entities are linked when they appear in the same document. Connection strength reflects how frequently they co-occur across the archive. Click any node to explore its profile, linked documents, and flight appearances.

Every document is automatically scored by relevance using keyword analysis and entity matching. CRITICAL tier documents contain direct testimony, specific allegations, or key evidence. KEY EVIDENCE tier includes FBI reports, depositions, and documents naming figures of interest. NOTABLE tier covers documents with substantive mentions that provide useful context.

The flight log explorer contains 700+ flights from pilot logbooks and FAA records associated with Epstein's aircraft. Each flight includes origin, destination, date, aircraft tail number, and passenger manifest. Routes are displayed on an interactive map and cross-referenced with documents mentioning the same individuals or locations.

The Intelligence Engine lets you ask natural language questions about the archive. It uses AI-powered entity extraction and document retrieval to find and cross-reference relevant evidence. Every answer cites its source documents so you can verify the information yourself.

Yes. The Black Book Project is free and open to the public. All source documents are government releases in the public domain. We believe investigative transparency should be accessible to everyone — journalists, researchers, and the general public.

No account is required to browse the full archive, search documents, explore the network graph, or view flight logs. Creating an account is optional and enables features like saved searches, bookmarks, and personalized settings in future updates.

If you find an error in entity extraction, misattributed connections, or have additional publicly-sourced documents to suggest, you can reach us through the contact information in the footer. We prioritize accuracy and welcome corrections backed by verifiable source material.

The records are public.
The analysis starts here.

Every document in this archive comes from an official government release. We index and cross-reference. We do not editorialize. Draw your own conclusions.

Network Graph
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Network Graph

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Click any node to view entity details, connections, and cross-links.

Double-click to open full profile.

Connections

The Files

3.2M pages across 0 documents · Court filings, depositions, FBI reports · Full-text search
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Extracted Entities
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Flight Log Explorer

— flights · — aircraft · — airports
PILOT LOGBOOKS · FAA · DOJ · MAXWELL TRIAL · CBP
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Flight Manifests

Date Route Aircraft Pax Passengers Details

Timeline

— events

The Network

Browse all individuals, organizations, and locations
ENTITY DATABASE
PERSON

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0Documents
0Connections
0Timeline Events

01Background

02Key Facts

03Network Connections

04Flight Records

05Related Documents

06Key Locations

07Timeline

The Tapes

— videos across — datasets · DOJ releases · Click to play
VIDEO EVIDENCE · DOJ DATA SETS 2, 8, 10

Intelligence Engine

AI-powered analysis across 668K+ documents, flight logs, and address book data

Path Finder

Find the shortest connection chain between any two entities in the network graph.

Interrogate the Archive

Ask natural language questions. AI retrieves and cross-references relevant evidence.

Cross-Source Triangulation

Entities confirmed across the most independent source types — ranked by cross-reference score

Bridge Nodes (Intermediaries)

People and organizations connecting otherwise separate network clusters

Anomaly Detection

Rare entities appearing in high-signal documents — unexpected names worth investigating

Flight Pattern Anomalies

One-time passenger pairs who only appeared together on a single flight — potential covert meetings

Ghost Passengers

People on flight manifests with zero presence in any archived documents

Temporal Activity Spikes

Entities with concentrated document activity in narrow time windows

The Evidence

Overview of the Epstein files archive

Redaction Bot

Analyzing redacted sections across 839K+ documents · Cross-referencing to deduce hidden content
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Strait of Hormuz Intelligence

Monitoring the world's most critical oil chokepoint · 20.9M barrels/day
Strait of Hormuz — Shipping Lanes
Live Intelligence Indicators LIVE
Latest OSINT News Feed LIVE
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Top Exporters Through Hormuz (Q1 2025)
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Event Timeline
Data Sources

Data Ingestion Pipeline

Real-time processing status across all data sources

Pipeline Status

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BLACKBOOK
Document Analysis Database

Welcome to the Archive

You're about to access one of the most comprehensive analysis databases of publicly released Epstein files ever assembled. Here's a quick guide.

🕸️5,000+ Entity Network
📄8,000+ Documents
✈️700+ Flight Records
🎬1,200+ Media Files
🔍AI Intelligence Engine
STEP 1
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Interrogate the ArchiveAI

Interrogate the archive. I search across 668K+ documents, flight logs, and address book entries to find connections.