Document Analysis Database

The Black
Book Project

3 million pages. 180,000 images. 2,000 videos. Every name, every flight, every connection — indexed, cross-referenced, and searchable.

0Entities Indexed
0Connections Mapped
0Flights Logged
0Documents Processed
Scroll

The connections they didn't want you to see

Every name, flight, location, and document — mapped into an explorable relationship graph. Cross-referenced across 8,000+ source files.

Entity Types

Person
Location
Organization
Document
Flight

Built to surface what raw document dumps bury

Purpose-built tools for investigators, journalists, researchers, and anyone who believes in accountability.

🕸️

Entity Network

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

Core
🔍

Deep Search

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

AI-Powered
✈️

Flight Analysis

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

Geospatial
📅

Timeline Engine

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

Temporal
📄

Document Viewer

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

Interactive
🔗

Full Provenance

Every data point traced to its original source. Complete chain of custody from DOJ batch number to specific page.

Verifiable

From raw PDFs to a queryable knowledge graph

An automated pipeline that processes millions of pages, extracts entities, resolves identities, and builds a fully searchable analysis database.

01

Ingest

Pull from DOJ, House Oversight, FBI Vault, Maxwell docs, Bloomberg emails. OCR every PDF.

02

Extract

NLP entity extraction — names, dates, locations, orgs, relationships. Classify documents.

03

Resolve

Entity resolution. "G. Maxwell" = "Ghislaine Maxwell". Merge duplicates across sources.

04

Map

Build relationship graph. Score connections by co-occurrence, proximity, and explicit mentions.

05

Serve

Full-text search, graph traversal, geospatial queries, and timeline filtering.

The records are public.
The analysis starts here.

Every connection. Every document. Every flight. Indexed, cross-referenced, and fully sourced from public government releases.

Pipeline Active
🕸Network
📄Docs
Flights
📅Timeline

Network Graph

— entities · — connections · Click to select · Drag to move · Scroll to zoom
Legend
People
Locations
Organizations
Documents
Flights
Node size = # references
Entity Details
🕸️

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

Double-click to open full profile.

Connections

Document Explorer

0 documents indexed · Court filings, depositions, FBI reports · Full-text search with entity highlighting
Sort:

Select a document to view

Select a document from the list to view its contents with entity highlighting.

Extracted Entities
Source

Flight Log Explorer

— flights · — aircraft · — airports
PILOT LOGBOOKS · FAA · DOJ · MAXWELL TRIAL · CBP
Peak Year
Avg Pax
Top Dep
Top Arr
Top Routes
Notable:
Routes
Heat Map
+
US East
Caribbean
Europe
Global
▶ Time-Lapse
0/0

Flight Manifests

Date Route Aircraft Pax Passengers Details

Timeline

— events

Data Ingestion Pipeline

Real-time processing status across all data sources

Pipeline Status

IngestActive
0
docs/min
OCRActive
0
pages/min
ExtractActive
0
entities/min
ResolveActive
0
merges/min
IndexActive
0
indexed/min

Live Entity Extraction Feed

Live
PERSON

0Flights
0Doc Mentions
0Connections
0Timeline Events
Background
Flight History
Flight Pattern Analysis
Personal Timeline
Related Documents
Network Connections
Key Locations
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.

🕸️Entity Network Map
📄8,000+ Documents
✈️Flight Log Analysis
🔍AI Entity Extraction
STEP 1
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