Redaction Analysis Engine

Mapping what they don't want you to see

9,031 redactions detected across 2,830 documents

9,031

Total Redactions

2,830

Documents Affected

6,523

With Candidate Matches

Clusters Identified

Who's Behind the Black Bars?

Al Gore

politician Named in Files

Matched 1674 redactions

Avg confidence: 83.7% (HIGH)

Bill Gates

business Inner Circle

Matched 1044 redactions

Avg confidence: 100.0% (HIGH)

Ghislaine Maxwell

co-conspirator Inner Circle

Matched 1010 redactions

Avg confidence: 45.0% (MEDIUM)

Lawrence Krauss

academic Named in Files

Matched 461 redactions

Avg confidence: 35.1% (LOW)

Eva Dubin

business Inner Circle

Matched 444 redactions

Avg confidence: 97.2% (HIGH)

Glenn Dubin

business Inner Circle

Matched 408 redactions

Avg confidence: 100.0% (HIGH)

Mort Zuckerman

business Named in Files

Matched 245 redactions

Avg confidence: 38.3% (LOW)

Joi Ito

academic Named in Files

Matched 212 redactions

Avg confidence: 86.1% (HIGH)

Sarah Kellen

co-conspirator Inner Circle

Matched 150 redactions

Avg confidence: 99.7% (HIGH)

Sultan Ahmed bin Sulayem

business Named in Files

Matched 136 redactions

Avg confidence: 92.1% (HIGH)

Prince Andrew

royalty Inner Circle

Matched 41 redactions

Avg confidence: 94.1% (HIGH)

Alan Dershowitz

attorney Inner Circle

Matched 29 redactions

Avg confidence: 35.9% (LOW)

Jay Lefkowitz

attorney Inner Circle

Matched 26 redactions

Avg confidence: 78.5% (HIGH)

George Mitchell

politician Named in Files

Matched 22 redactions

Avg confidence: 60.0% (MEDIUM)

Jean-Luc Brunel

co-conspirator Inner Circle

Matched 16 redactions

Avg confidence: 100.0% (HIGH)

Steve Bannon

politician Named in Files

Matched 12 redactions

Avg confidence: 60.0% (MEDIUM)

Nadia Marcinkova

co-conspirator Inner Circle

Matched 11 redactions

Avg confidence: 92.7% (HIGH)

Leon Black

business Named in Files

Matched 10 redactions

Avg confidence: 35.0% (LOW)

Anil Ambani

business Named in Files

Matched 9 redactions

Avg confidence: 35.0% (LOW)

Stephen Hawking

academic Named in Files

Matched 5 redactions

Avg confidence: 55.0% (MEDIUM)

Leslie Wexner

business Inner Circle

Matched 3 redactions

Avg confidence: 100.0% (HIGH)

Noam Chomsky

academic Named in Files

Matched 3 redactions

Avg confidence: 90.0% (HIGH)

George Church

academic Named in Files

Matched 3 redactions

Avg confidence: 60.0% (MEDIUM)

Lesley Groff

co-conspirator Inner Circle

Matched 2 redactions

Avg confidence: 52.5% (MEDIUM)

Donald Trump

politician Inner Circle

Matched 2 redactions

Avg confidence: 60.0% (MEDIUM)

Redaction Types

XXXXX Patterns

4,047

FOIA Exemptions

2,599

Tagged [REDACTED]

2,217

Black Bars

168

FOIA Exemption Decoder

b7E

829 occurrences

Law Enforcement Techniques — Investigation methods

b7C

542 occurrences

Law Enforcement Privacy — Personal privacy of subjects/witnesses

b7A

275 occurrences

Law Enforcement — Could interfere with proceedings

b1A

170 occurrences

Unknown exemption code

b7F

125 occurrences

Unknown exemption code

b7D

83 occurrences

Confidential Source — Identity of informants

b1C

73 occurrences

Unknown exemption code

b1B

72 occurrences

Unknown exemption code

b2A

61 occurrences

Unknown exemption code

b7B

55 occurrences

Unknown exemption code

b3B

53 occurrences

Unknown exemption code

b3A

45 occurrences

Unknown exemption code

b2C

44 occurrences

Unknown exemption code

b2B

37 occurrences

Unknown exemption code

b5B

15 occurrences

Unknown exemption code

b4I

14 occurrences

Unknown exemption code

b4B

12 occurrences

Unknown exemption code

b1E

11 occurrences

Unknown exemption code

b1F

9 occurrences

Unknown exemption code

b1D

8 occurrences

Unknown exemption code

b5A

8 occurrences

Unknown exemption code

b3C

6 occurrences

Unknown exemption code

b6C

6 occurrences

Unknown exemption code

b2D

5 occurrences

Unknown exemption code

b1J

4 occurrences

Unknown exemption code

b1G

3 occurrences

Unknown exemption code

b1H

3 occurrences

Unknown exemption code

b3D

3 occurrences

Unknown exemption code

b4A

3 occurrences

Unknown exemption code

b7S

3 occurrences

Unknown exemption code

b1K

2 occurrences

Unknown exemption code

2 occurrences

Unknown exemption code

b2E

2 occurrences

Unknown exemption code

b4E

2 occurrences

Unknown exemption code

b1I

1 occurrence

Unknown exemption code

b1L

1 occurrence

Unknown exemption code

b1R

1 occurrence

Unknown exemption code

b4D

1 occurrence

Unknown exemption code

b5C

1 occurrence

Unknown exemption code

b5D

1 occurrence

Unknown exemption code

b6A

1 occurrence

Unknown exemption code

1 occurrence

Unknown exemption code

b7G

1 occurrence

Unknown exemption code

b7H

1 occurrence

Unknown exemption code

b7I

1 occurrence

Unknown exemption code

b7K

1 occurrence

Unknown exemption code

b7O

1 occurrence

Unknown exemption code

b9A

1 occurrence

Unknown exemption code

Redaction Clusters

Al Gore

1674 redactions — avg score: 83.7% — View redactions

Al Gore appears as top candidate for 1674 redactions across 749 documents (avg score: 0.837)

Bill Gates

1044 redactions — avg score: 100.0% — View redactions

Bill Gates appears as top candidate for 1044 redactions across 520 documents (avg score: 1.000)

Eva Dubin

444 redactions — avg score: 97.2% — View redactions

Eva Dubin appears as top candidate for 444 redactions across 309 documents (avg score: 0.972)

Glenn Dubin

408 redactions — avg score: 100.0% — View redactions

Glenn Dubin appears as top candidate for 408 redactions across 354 documents (avg score: 1.000)

Joi Ito

212 redactions — avg score: 86.1% — View redactions

Joi Ito appears as top candidate for 212 redactions across 152 documents (avg score: 0.861)

Ghislaine Maxwell

194 redactions — avg score: 66.3% — View redactions

Ghislaine Maxwell appears as top candidate for 194 redactions across 107 documents (avg score: 0.663)

Sarah Kellen

150 redactions — avg score: 99.7% — View redactions

Sarah Kellen appears as top candidate for 150 redactions across 116 documents (avg score: 0.997)

Sultan Ahmed bin Sulayem

136 redactions — avg score: 92.1% — View redactions

Sultan Ahmed bin Sulayem appears as top candidate for 136 redactions across 82 documents (avg score: 0.921)

Prince Andrew

41 redactions — avg score: 94.2% — View redactions

Prince Andrew appears as top candidate for 41 redactions across 34 documents (avg score: 0.941)

Jay Lefkowitz

26 redactions — avg score: 78.5% — View redactions

Jay Lefkowitz appears as top candidate for 26 redactions across 13 documents (avg score: 0.785)

George Mitchell

22 redactions — avg score: 60.0% — View redactions

George Mitchell appears as top candidate for 22 redactions across 2 documents (avg score: 0.600)

Jean-Luc Brunel

16 redactions — avg score: 100.0% — View redactions

Jean-Luc Brunel appears as top candidate for 16 redactions across 14 documents (avg score: 1.000)

Mort Zuckerman

13 redactions — avg score: 97.7% — View redactions

Mort Zuckerman appears as top candidate for 13 redactions across 13 documents (avg score: 0.977)

Steve Bannon

12 redactions — avg score: 60.0% — View redactions

Steve Bannon appears as top candidate for 12 redactions across 6 documents (avg score: 0.600)

Nadia Marcinkova

11 redactions — avg score: 92.7% — View redactions

Nadia Marcinkova appears as top candidate for 11 redactions across 10 documents (avg score: 0.927)

Search & Filter Redactions

Clear

ACTIVE: q=Sarah Kellen

171 results found matching your filters

Document	Type	FOIA	Context	Top Candidate	Score	Signals
EFTA01281718.pdf	xxxx	—	...APPLE PAY - SENT M. 877-233-8552. CA ON 033118 FROM CARD#: XXXXXXXXXXXX2957 04/02 23.00 DEBIT CARD PURCHASE AT APPLE PAY - SENT ...	Sarah Kellen	100%	length
EFTA01281718.pdf	xxxx	—	...APPLE PAY - SENT M. 877-233-8552. CA ON 033118 FROM CARD*: XXXXXXXXXXXX2957 04/02 7,500.03 OUTGOING WIRE TRANS 040218 04/03 3....	Sarah Kellen	100%	length
EFTA01281718.pdf	xxxx	—	...APPLE PAY CASH - A. 877-233-8552. CA ON 041918 FROM CARD#: XXXXXXXXXXXX69I5 04/30 5.03 CHASE CREDIT CRD ALTTOPAY 000000000378193...	Sarah Kellen	100%	length
EFTA01333415.pdf	xxxx	—	...X OOOOOO I/3(XXXX% OOOOO XXICPCXXX OOOOO XXXX OOOOOO XXXXXXXXXXXX OOOOOOO XX! ■ XXXXXXXXXXXXXXXX OOOOOO X OOOOOOO KXXX...	Sarah Kellen	100%	length
EFTA01348988.pdf	xxxx	—	...121015 1521 PA0612 5113 XXXXXXXXXXXX3448 D CONFIDENTIAL - PURSUANT TO FED. R. CRIM. P. 6(e) CO...	Sarah Kellen	100%	length
EFTA01361871.pdf	xxxx	—	...••••S•••••••... 7 . 1%.4.RTZ TRAI LWAYS Stroudsburg L : XXXXXXXXXXXX8582 APPROVAL 701003 QTY ITEM AMOUNT 1 COMMUTER $ 173.5...	Sarah Kellen	100%	length
EFTA01405633.pdf	xxxx	—	...ai {-m(N.-^ai %r9 rtTlw MARTZ TRAILWAYS i Stroudsburg : XXXXXXXXXXXX949? : CRA16 H • APPROVAL 60474A M>.RTZ TRAILWAYS Stroud...	Sarah Kellen	100%	length
EFTA01681808.pdf	xxxx	—	...d Payment Pattern Months 1.12: XXOUWOUCOUr Months 13.24: XXXXXXXXXXXX Months 25.36: 111111111111 Months 37.48: 1111111111 Acco...	Sarah Kellen	100%	length
EFTA01682733.pdf	xxxx	—	...DS XRANSFER•""^ (REED PAYMENT. OPTION - , IMMIX XIICIUS, XXXXXXXXXXXXVtItile • Pecs-ring Electronic Fund T - is a free service ...	Sarah Kellen	100%	length
EFTA01700995.pdf	xxxx	—	...ta; 4213141114111111141 19 1121441;16171ebiohilii 03 In)/ XXXXXXXXXXXX xxxxx 02. 14 .. ' XXX owthra I i "PIP' 11 • 3I-6o ...	Sarah Kellen	100%	length
EFTA01711951.pdf	xxxx	—	...9 Standard Tax 6.00% 5.10 TOTAL $90.09 Visa Card No.: XXXXXXXXXXXX6711 [S] Auth No.: 00510C 90.09 II TOTAL ITEMS 1 Compa...	Sarah Kellen	100%	length
EFTA01719930.pdf	xxxx	—	... JI$ 4LJLJ X a 1.4 4-4 C.4 u*.fu ualtlu sau t4 :4 :4 ra XXXXXXXXXXXX sii'scsiisiisionsgs.sics+ssisitsid =>u LAW = we u EFT...	Sarah Kellen	100%	length
EFTA01746734.pdf	xxxx	—	...images/email/marketingOneOff/eTDS/icon_creditCard.gif> Visa XXXXXXXXXXXX2946 $ 1690.23 <http://img.ed4.net/spacer5=.gif> <http://...	Sarah Kellen	100%	length
EFTA01803477.pdf	xxxx	—	...ABLE-/ Additional Charges: Tue., Mar. 22, =011/MASTERCARD XXXXXXXXXXXX1356 was charged 50.00 USD for the =ollowing: Booking Servi...	Sarah Kellen	100%	length
EFTA01892761.pdf	xxxx	—	... PHONE: 212-752-2700 Name: JEFFREY EPSTEIN Card Number: XXXXXXXXXXXX7668• Card Exp Date: XX/XX Card Present Transaction Type: ...	Sarah Kellen	100%	length
EFTA01893122.pdf	xxxx	—	...7 PHONE: 212-752-2700 Na.: JEFFREY EPSTEIN Card Number: XXXXXXXXXXXX7668. Card Elm Date: XX/XX Card Present Transaction Type: ...	Sarah Kellen	100%	length
EFTA01915535.pdf	xxxx	—	... Smith 0012340414574 985.12 110.08 1095 20 - j 0 Visa XXXXXXXXXXXX2639 $ 1095.20-i Baggage Information Baggage charges for ...	Sarah Kellen	100%	length
EFTA01990511.pdf	xxxx	—	... PHONE: 212-752-2700 Name: JEFFREY EPSTEIN Card Number: XXXXXXXXXXXX7668• Card Elm Date: XX/XX Card Present Transaction Type: ...	Sarah Kellen	100%	length
EFTA02100128.pdf	xxxx	—	...icket Total Imposed Fees 985.12 110.08 1095.20 o. Visa XXXXXXXXXXXX2639 Baggage Information $ 7095.2011 Baggage charges for ...	Sarah Kellen	100%	length
EFTA02103156.pdf	xxxx	—	...O ferhortng1 $26360 Ex.O54 tonen $ 44 C 144 liaslercara XXXXXXXXXXXX315.4 .1.46. 2014 Pa)Tent Amore $94 90 Segment Fe< 3 32...	Sarah Kellen	100%	length
EFTA02105330.pdf	xxxx	—	... EFTA02105330 Paid By Credit Card Trip Amount MC Due: XXXXXXXXXXXXM $0.00 One call books all... Ground Transportation Availa...	Sarah Kellen	100%	length
EFTA02122542.pdf	xxxx	—	...FTA02122542 Paid by: Credit Card Amex Credit Card Number: XXXXXXXXXXXX2003 Credit Card Expira i n • /17 Cardholder Name: ORDE...	Sarah Kellen	100%	length
EFTA02179948.pdf	xxxx	—	...T HAS NO VALUE. Additional Tue., Mar. 22, 2011/MASTERCARD XXXXXXXXXXXX1356 was charged 25.00 USD for the Charges: following: Boo...	Sarah Kellen	100%	length
EFTA02182503.pdf	xxxx	—	... Billing Zip - Billing Country Darren Indyke MasterCard XXXXXXXXXXXX2423 Order Information Order Number - 2502136 Ship Method...	Sarah Kellen	100%	length
HOUSE_OVERSIGHT_019201.jp...	tagged	—	... Kellen also coordi- Firtyy Ric nated the encounters with [name redacted] during the time frame the girls stated they occurred. Purs...	Sarah Kellen	60%	proximity

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Methodology & Disclaimer

Candidate predictions are algorithmic estimates generated by pattern matching against document context, redaction length, FOIA exemption codes, and known associate proximity. They are NOT confirmed identities and are NOT accusations. This tool is for research purposes only. Not all redactions hide guilty parties — some exist for procedural, privacy, or national security reasons.

Signal weights: Length Match (35%), Context Keywords (25%), Name Proximity (25%), FOIA Role Match (15%). Scores above 70% = High Confidence, 40-70% = Medium, below 40% = Low.

Redaction Analysis Engine

Who's Behind the Black Bars?

Redaction Types

FOIA Exemption Decoder

Redaction Clusters

Search & Filter Redactions

Methodology & Disclaimer

Following the case?