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Dear Prof. Bhargava, I hope this email finds you well. Your submission to the IJCAI conference has been accepted! Please update your contact details in the portal using your primary email ekantabhargava@example.com. Note that the submission ID is SUB-2024-04567 (not to be confused with the tracking code TRK-04567 for s...
[ { "end": 214, "label": "EMAIL", "label_index": 1, "start": 188, "value": "ekantabhargava@example.com" }, { "end": 19, "label": "FIRSTNAME", "label_index": 1, "start": 5, "value": "Prof. Bhargava" }, { "end": 357, "label": "FIRSTNAME", "label_index": 2, ...
contextual
EMAIL
ekantabhargava@example.com
en_IN
Academic conference acceptance email mixing author email with submission/product-like IDs and co-author details for contextual disambiguation
academic
contextual_EMAIL_22b14654
synthetic
en
Latn
Bonjour Marie Dupont, merci pour votre virement depuis le compte FR7982651905887847591790605 lié à votre carte Visa 4973 2845 6789 1234. Le bénéficiaire est Jean Leclerc, IBAN FR7612345600001234567890123, adresse 12 Rue de la Paix, 75001 Paris. Confirmez-vous le montant de 1 250,50 € ? Note : le code produit PII-456 es...
[ { "end": 92, "label": "ACCOUNTNUMBER", "label_index": 1, "start": 65, "value": "FR7982651905887847591790605" }, { "end": 203, "label": "ACCOUNTNUMBER", "label_index": 2, "start": 176, "value": "FR7612345600001234567890123" }, { "end": 135, "label": "CREDITCARD...
contextual
BANK_ACCOUNT
FR7982651905887847591790605
fr_FR
French bank email confirming a transfer, mixing real bank account with product code 'PII-456' that looks similar but is non-PII
domestic
contextual_BANK_ACCOUNT_034c36fe
synthetic
en
Latn
Dear Mr. James Wilson, thank you for registering for the Sydney Tech Conference 2024. Your registration details are confirmed below: Full Name: James Wilson Mobile: 5716.7426 Address: 12 Collins St, Melbourne VIC 3000 Aadhaar No: 9876 5432 1098 (for international verification) Event Date: 15/11/2024 Confirmation ID: A...
[ { "end": 175, "label": "PHONENUMBER", "label_index": 1, "start": 166, "value": "5716.7426" }, { "end": 21, "label": "FIRSTNAME", "label_index": 1, "start": 9, "value": "James Wilson" }, { "end": 245, "label": "IDCARDNUM", "label_index": 1, "start": 231...
multilingual
PHONE
5716.7426
en_AU
Email confirmation for an international tech conference registration from Australia, including delegate details and verification ID
mobile
multilingual_PHONE_b5e8cb52
synthetic
en
Latn
Geachte meneer Jansen, Bedankt voor uw aanmelding bij onze bank. Hieronder vindt u een bevestiging van uw persoonlijke gegevens: Naam: Pieter Jansen Adres: Nieuwe Binnenweg 45, 3014 GD Rotterdam Telefoon: +31 10 234 5678 BSN: 184-36-3987 Geboortedatum: 15-03-1985 Indien deze gegevens niet kloppen, neem dan contact m...
[ { "end": 239, "label": "SSN", "label_index": 1, "start": 228, "value": "184-36-3987" }, { "end": 150, "label": "FIRSTNAME", "label_index": 1, "start": 137, "value": "Pieter Jansen" }, { "end": 196, "label": "STREET", "label_index": 1, "start": 158, ...
basic
NATIONAL_IDENTITY_SSN_AADHAR
184-36-3987
nl_NL
Bank account registration confirmation email in Dutch
standard
basic_NATIONAL_IDENTITY_SSN_AADHAR_b7089a73
synthetic
en
Latn
Dear Mr. Dupont, thank you for submitting your application for the Paris office transfer. We have verified your French driving license number F4637232, which matches the details on file. Please provide your full address: 12 Rue de la Paix, 75002 Paris, along with your phone +33 1 23 45 67 89 and date of birth 15/03/198...
[ { "end": 150, "label": "DRIVERLICENSENUM", "label_index": 1, "start": 142, "value": "F4637232" }, { "end": 292, "label": "PHONENUMBER", "label_index": 1, "start": 275, "value": "+33 1 23 45 67 89" }, { "end": 321, "label": "DOB", "label_index": 1, "sta...
multilingual
DRIVER_LICENSE
F4637232
fr_FR
Multinational company HR records for employee transfer to France
standard
multilingual_DRIVER_LICENSE_071eb75f
synthetic
en
Latn
DEBUG: Payment gateway log - Transaction failed for user: Rajesh K. Patel (ID: IN987654321). Card: Visa 4699420450715 exp 12/27 CVV: 742. Billing addr: 23/A MG Road, Bangalore 560001, Karnataka. Retrying with tokenized: 4699** **4507**15. Contact support@bank.in if issues persist.
[ { "end": 117, "label": "CREDITCARDNUMBER", "label_index": 1, "start": 104, "value": "4699420450715" }, { "end": 73, "label": "FIRSTNAME", "label_index": 1, "start": 58, "value": "Rajesh K. Patel" }, { "end": 90, "label": "IDCARDNUM", "label_index": 1, ...
adversarial
CREDIT_CARD
4699420450715
en_IN
Debug log from Indian payment gateway showing failed transaction with obfuscated card details and additional user PII in a technical error report
Visa
adversarial_CREDIT_CARD_8ab812e1
synthetic
en
Latn
Registration confirmed! Welcome, Erika Nelson. Your account details are: Email: erikanelson@example.com Phone: +61 412 345 678 Address: 123 Bondi Road, Sydney NSW 2026 Date of Birth: 15/03/1985 Please save this information securely.
[ { "end": 104, "label": "EMAIL", "label_index": 1, "start": 81, "value": "erikanelson@example.com" }, { "end": 127, "label": "PHONENUMBER", "label_index": 1, "start": 112, "value": "+61 412 345 678" }, { "end": 168, "label": "STREET", "label_index": 1, ...
basic
EMAIL
erikanelson@example.com
en_AU
Email registration confirmation message with personal contact details
personal
basic_EMAIL_44561a5d
synthetic
en
Latn
hey john d0e can you ship that order to 123 Oak St Mashpee MA 02387 asap? my cc is ****-4567 exp 12/26 and phn is (50)8-294-7182. thx!! billng addr same. hurry plz
[ { "end": 67, "label": "ZIPCODE", "label_index": 1, "start": 62, "value": "02387" }, { "end": 12, "label": "FIRSTNAME", "label_index": 1, "start": 4, "value": "john d0e" }, { "end": 92, "label": "CREDITCARDNUMBER", "label_index": 1, "start": 83, "va...
noisy
POSTAL_CODE
02387
en_US
Hastily typed customer service chat with typos, OCR errors, and informal abbreviations requesting order shipment
standard
noisy_POSTAL_CODE_406d6f8d
synthetic
en
Latn
hey jan, kan je ff de werk email van die nl guy checken? breugelensisraf@example.com is his werk mail. tel: +31 6 12345678 (mob) and adres Pieter Braaijstraat 45, 101 Amsterdam. thx! was 0cr scan, numm3rs look gd. br, piet
[ { "end": 84, "label": "EMAIL", "label_index": 1, "start": 57, "value": "breugelensisraf@example.com" }, { "end": 123, "label": "PHONENUMBER", "label_index": 1, "start": 109, "value": "+31 6 12345678" }, { "end": 162, "label": "STREET", "label_index": 1, ...
noisy
EMAIL
breugelensisraf@example.com
nl_NL
Hastily typed customer service chat with OCR artifacts from scanned docs, typos, informal Dutch-English mix
work
noisy_EMAIL_707f731d
synthetic
en
Latn
Hi Priya, your Visa card ending in 1146 has been charged for the new iPhone 14 serial# 2253207562381142. The full number is 2253207562381146 for reference. Please confirm with your registered mobile 9876543210 or email priya.sharma@email.com. Item code VSN-4567 also processed.
[ { "end": 140, "label": "CREDITCARDNUMBER", "label_index": 1, "start": 124, "value": "2253207562381146" }, { "end": 103, "label": "MASKEDNUMBER", "label_index": 1, "start": 87, "value": "2253207562381142" }, { "end": 209, "label": "PHONENUMBER", "label_inde...
contextual
CREDIT_CARD
2253207562381146
en_IN
Customer service email confirming a purchase charge on a Visa card, referencing a similar-looking product serial number to create disambiguation challenge.
Visa
contextual_CREDIT_CARD_1a705d6b
synthetic
en
Latn
Vielen Dank für Ihre Online-Bestellung, Herr Müller. Hier ist die Bestätigung Ihrer Zahlungsdaten: Kreditkarte: Amex 4036667046643710 Karteninhaber: Max Müller Gültig bis: 12/2027 CVV: 456 Lieferadresse: Musterstraße 12, 10115 Berlin Telefon: +49 30 12345678
[ { "end": 159, "label": "FIRSTNAME", "label_index": 1, "start": 149, "value": "Max Müller" }, { "end": 179, "label": "DATE", "label_index": 1, "start": 172, "value": "12/2027" }, { "end": 258, "label": "PHONENUMBER", "label_index": 1, "start": 243, ...
basic
CREDIT_CARD
4036667046643710
de_DE
German online shopping order confirmation email with payment details
Amex
basic_CREDIT_CARD_1fe9addf
synthetic
en
Latn
Kontoerstellung bestätigt. Name: Jeanette Stolze, E-Mail: jeanette.stolze@email.de, Telefon: +49 30 12345678, Adresse: Musterstraße 42, 10115 Berlin. Willkommen bei unserem Service!
[ { "end": 48, "label": "FIRSTNAME", "label_index": 1, "start": 33, "value": "Jeanette Stolze" }, { "end": 82, "label": "EMAIL", "label_index": 1, "start": 58, "value": "jeanette.stolze@email.de" }, { "end": 108, "label": "PHONENUMBER", "label_index": 1, ...
basic
NAME
Jeanette Stolze
de_DE
Registration confirmation email excerpt in German
first name only
basic_NAME_143ab205
synthetic
en
Latn
Hi Sarah, regarding your booking at the Edinburgh clinic, please call our landline at +441134960450 for confirmation. Your patient ID is 447-392, and the appointment is on 15/03/2024 at 2pm. Note the product code 44113-496 for the device ordered. Dr. Emily Carter will oversee it. Best, Reception.
[ { "end": 99, "label": "PHONENUMBER", "label_index": 1, "start": 86, "value": "+441134960450" }, { "end": 144, "label": "PATIENT_ID", "label_index": 1, "start": 137, "value": "447-392" }, { "end": 182, "label": "DATE", "label_index": 1, "start": 172, ...
contextual
PHONE
+441134960450
en_GB
Clinic reception email confirming appointment, mixing landline phone with patient ID, date, product code resembling phone prefix, and doctor's name
landline
contextual_PHONE_a07997fe
synthetic
en
Latn
Hi, I'm applying for a fintech loan on the Paytm app. My Aadhaar is 9876 5432 1098, PAN card number is ABCDE1234F, and driver's license is MH9708739547230. Please verify my UPI ID netbanking@paytm for the transaction. Also, use this temp 2FA code: 492817 sent to my registered mobile.
[ { "end": 154, "label": "DRIVERLICENSENUM", "label_index": 1, "start": 139, "value": "MH9708739547230" }, { "end": 82, "label": "AADHAAR", "label_index": 1, "start": 68, "value": "9876 5432 1098" }, { "end": 113, "label": "IDCARDNUM", "label_index": 1, ...
evolving
DRIVER_LICENSE
MH9708739547230
en_IN
Fintech loan application onboarding via mobile app requiring identity and payment verification
standard
evolving_DRIVER_LICENSE_b0f76e7d
synthetic
en
Latn
DEBUG: Vehicle scan log - Reg: PA-JI 7053 spotted at 48.8566° N, 2.3522° E. Owner: Hans Müller, DOB: 15.03.1985, Tel: +49 30 12345678. Alert: Possible match for stolen BMW X5, plate formatted as PA - JI 7053 in sys due to OCR glitch. Verify with ID: DE123456789.
[ { "end": 41, "label": "VEHICLEVRM", "label_index": 1, "start": 31, "value": "PA-JI 7053" }, { "end": 94, "label": "FIRSTNAME", "label_index": 1, "start": 83, "value": "Hans Müller" }, { "end": 111, "label": "DOB", "label_index": 1, "start": 101, "v...
adversarial
VEHICLE_REGISTRATION
PA-JI 7053
de_DE
Debug log from vehicle surveillance system with OCR formatting glitch splitting the plate, embedded coordinates and owner details for evasion testing
standard
adversarial_VEHICLE_REGISTRATION_c72542b6
synthetic
en
Latn
hey juan i finnally made it to Ciudad after dat lng flight frm Madrd (Barajas aiport lol). stayin at Hotel Reina Isabell room 407. meet up 2mrw? txt back soon plz! (btw weather here 0k but rainy)
[ { "end": 37, "label": "CITY", "label_index": 1, "start": 31, "value": "Ciudad" }, { "end": 70, "label": "CITY", "label_index": 2, "start": 65, "value": "Madrd" }, { "end": 80, "label": "CITY", "label_index": 3, "start": 73, "value": "Barajas" }, ...
noisy
NAMES_OF_PLACES_OR_NOUNS
Ciudad
es_ES
Hastily typed SMS from a tourist arriving in Spain, with typos, abbreviations, and extra spaces
standard
noisy_NAMES_OF_PLACES_OR_NOUNS_22aa1ccd
synthetic
en
Latn
DEBUG: User auth failed for Tijn Kolster-Heere (ID: NL123456789) due to mismatch in adres: 'Stationsstraat 45, 1012 AB Amsterdam'. Phone: +31 20 1234567. SSN format check: 1234.56.789. Retry with valid creds. Log: ERROR [2024-05-15 14:30:22] Invalid input near 'Tijn Kolster-Heere'.
[ { "end": 46, "label": "FIRSTNAME", "label_index": 1, "start": 28, "value": "Tijn Kolster-Heere" }, { "end": 63, "label": "IDCARDNUM", "label_index": 1, "start": 52, "value": "NL123456789" }, { "end": 152, "label": "PHONENUMBER", "label_index": 1, "star...
adversarial
NAME
Tijn Kolster-Heere
nl_NL
Error log from a Dutch authentication system with PII split across debug messages and obfuscated SSN format to evade simple NER pattern matching
full name
adversarial_NAME_fd906cce
synthetic
en
Latn
Dear Mr. James Thompson, DOB 15/03/1985, Thank you for submitting your UK tax documents. We have verified your UTR: GB262394486. Please note your National Insurance number JY 56 29 18 B and current address: 12 Oak Lane, Manchester M1 2AB. For banking, provide your IBAN GB29 RBKC 6016 9733 1099 27 and contact number +4...
[ { "end": 128, "label": "TAXNUM", "label_index": 1, "start": 117, "value": "GB262394486" }, { "end": 186, "label": "NATIONAL_INSURANCE", "label_index": 1, "start": 173, "value": "JY 56 29 18 B" }, { "end": 238, "label": "ZIPCODE", "label_index": 1, "sta...
multilingual
TAX_IDENTIFICATION
GB262394486
en_GB
UK HMRC tax compliance confirmation email verifying taxpayer details
standard
multilingual_TAX_IDENTIFICATION_fe88422c
synthetic
en
Latn
Hi Priya, I finally got the shipment from Amazon India delivered to my place at Flat 5B, Green Park Apartments, MG Road, Bengaluru 560001. The tracking code was AB12345678, which matched the one on their site. Interestingly, the sender's origin pin was 270603, same as my uncle's area in rural Haryana. Can you check if ...
[ { "end": 259, "label": "ZIPCODE", "label_index": 1, "start": 253, "value": "270603" }, { "end": 137, "label": "ZIPCODE", "label_index": 2, "start": 131, "value": "560001" }, { "end": 8, "label": "FIRSTNAME", "label_index": 1, "start": 3, "value": "...
contextual
POSTAL_CODE
270603
en_IN
Customer email discussing a delivery with multiple postal codes (one ambiguous as it resembles a tracking number segment) and personal contact details, requiring context to identify the true PIN code for rural India.
standard
contextual_POSTAL_CODE_2c9a0066
synthetic
en
Latn
Dear Mr. Raj Patel, thank you for submitting your employee onboarding documents for our Amsterdam office. We have verified your Indian Aadhaar number 950-41-6246 and Dutch BSN 1284.392.685. Your home address is confirmed as Nieuwe Achtergracht 12, 1018 WV Amsterdam, with postal code 1018WV. Please provide your updated ...
[ { "end": 161, "label": "SSN", "label_index": 1, "start": 150, "value": "950-41-6246" }, { "end": 188, "label": "NATIONAL_IDENTITY_SSN_BSN", "label_index": 1, "start": 176, "value": "1284.392.685" }, { "end": 340, "label": "PHONENUMBER", "label_index": 1, ...
multilingual
NATIONAL_IDENTITY_SSN_AADHAR
950-41-6246
nl_NL
Multinational company HR onboarding email for an Indian employee in the Netherlands
standard
multilingual_NATIONAL_IDENTITY_SSN_AADHAR_065d03ea
synthetic
en
Latn
hey mate, can yu confirm the order for Ronald McCoy? his emai1 is ronaldmccoy@example.org phn: +61 412 345 678 addy: 123 King St Sydney NSW 2000 thx pls reply asap !
[ { "end": 89, "label": "EMAIL", "label_index": 1, "start": 66, "value": "ronaldmccoy@example.org" }, { "end": 111, "label": "PHONENUMBER", "label_index": 1, "start": 96, "value": "+61 412 345 678" }, { "end": 145, "label": "STREET", "label_index": 1, "s...
noisy
EMAIL
ronaldmccoy@example.org
en_AU
Hastily typed customer service chat log with typos, abbreviations, and OCR-like errors from quick mobile typing
personal
noisy_EMAIL_7fef739d
synthetic
en
Latn
Hi Sarah, regarding your recent application for the Sydney rental property at 123 King St, we've verified your docs. Your Tax File Number 888-13-7575 matches the one on file, unlike the product code 888-13-7576 on that invoice which caused a mix-up. Please confirm your full name Sarah Jenkins and DOB 15/03/1985 to fina...
[ { "end": 149, "label": "SSN", "label_index": 1, "start": 138, "value": "888-13-7575" }, { "end": 8, "label": "FIRSTNAME", "label_index": 1, "start": 3, "value": "Sarah" }, { "end": 293, "label": "FIRSTNAME", "label_index": 2, "start": 280, "value":...
contextual
NATIONAL_IDENTITY_SSN_AADHAR
888-13-7575
en_AU
Rental application email mixing SSN-like TFN with similar product code, requiring context to distinguish PII from non-PII numbers
standard
contextual_NATIONAL_IDENTITY_SSN_AADHAR_04dd0599
synthetic
en
Latn
Dear Senja Smit, thank you for registering your UPI details with OKSBI. Your UPI ID is senjasmit@oksbi. Please note your registered mobile number: +91-9876543210 and account number: 123456789012. For support, contact us at support@oksbi.com or call 1800-123-4567.
[ { "end": 102, "label": "UPI_ID", "label_index": 1, "start": 87, "value": "senjasmit@oksbi" }, { "end": 15, "label": "FIRSTNAME", "label_index": 1, "start": 5, "value": "Senja Smit" }, { "end": 161, "label": "PHONENUMBER", "label_index": 1, "start": 147...
basic
BANK_UPI_ID
senjasmit@oksbi
en_IN
Bank UPI registration confirmation message with customer details
standard
basic_BANK_UPI_ID_86a2c7b8
synthetic
en
Latn
Ciao Marco, ho trasferito 0.5 ETH dal mio wallet 0x742d35Cc6634C0532925a3b8D4169e4617D532e4 a quello di Luca per il viaggio a Pieve Fissiraga. Usa il tuo UPI netbanking@icici per confermare il pagamento su PhonePe, codice OTP: 748291. Handle Discord: @LucaViaggiatore#4251.
[ { "end": 141, "label": "CITY", "label_index": 1, "start": 126, "value": "Pieve Fissiraga" }, { "end": 91, "label": "BITCOINADDRESS", "label_index": 1, "start": 49, "value": "0x742d35Cc6634C0532925a3b8D4169e4617D532e4" }, { "end": 174, "label": "UPI_ID", "l...
evolving
NAMES_OF_PLACES_OR_NOUNS
Pieve Fissiraga
it_IT
Italian friends coordinating a crypto payment for a trip via modern digital wallets, UPI, and Discord
standard
evolving_NAMES_OF_PLACES_OR_NOUNS_9fede983
synthetic
en
Latn
Hi support, I'm setting up my new Coinbase account but verification is stuck. My DOB is 07/02/1973, full name Johnathan R. Smith, SSN last four 4567. Primary ETH wallet: 0x742d35Cc6634C0532925a3b8D800D0C0edDED8A8. UPI for transfers: johnsmith@paytm. Please help with the 2FA code: 492817 sent to +1-555-123-4567.
[ { "end": 98, "label": "DOB", "label_index": 1, "start": 88, "value": "07/02/1973" }, { "end": 128, "label": "FIRSTNAME", "label_index": 1, "start": 110, "value": "Johnathan R. Smith" }, { "end": 148, "label": "SSN", "label_index": 1, "start": 144, ...
evolving
DATE_OF_BIRTH
07/02/1973
en_US
User contacting cryptocurrency exchange support for account verification and onboarding issues
standard
evolving_DATE_OF_BIRTH_a52df004
synthetic
en
Latn
Dear Customer, thank you for registering with our service. Here are your contact details: Name: Maria González López Address: Calle Mayor 45, 35001 Las Palmas de Gran Canaria Phone: +34 928 92 49 67 Email: maria.gonzalez@email.es Please contact support if any information is incorrect.
[ { "end": 198, "label": "PHONENUMBER", "label_index": 1, "start": 182, "value": "+34 928 92 49 67" }, { "end": 116, "label": "FIRSTNAME", "label_index": 1, "start": 96, "value": "Maria González López" }, { "end": 174, "label": "STREET", "label_index": 1, ...
basic
PHONE
+34 928 92 49 67
es_ES
Customer registration confirmation email with contact details
landline
basic_PHONE_96a8871e
synthetic
en
Latn
Error in passport validation log: Passenger Herr Müller, Volker with ID C29462884 failed scan at gate. Full details: Name: VolkerMüller (no space), DOB:15.03.1985, Address: Musterstr. 42, 10115 Berlin. Check: C 29462884 vs DB: C29462884. Contact +49-30-12345678 for retry.
[ { "end": 81, "label": "PASSPORTNUM", "label_index": 1, "start": 72, "value": "C29462884" }, { "end": 135, "label": "FIRSTNAME", "label_index": 1, "start": 123, "value": "VolkerMüller" }, { "end": 162, "label": "DOB", "label_index": 1, "start": 152, ...
adversarial
PASSPORT_NUMBER
C29462884
de_DE
Airport security debug log with passport number split and repeated in validation error, embedded name without space, and German-formatted DOB/phone
standard
adversarial_PASSPORT_NUMBER_6a3681e0
synthetic
en
Latn
hola cliente! su pago con la tarjeta mastercard 375071105515595 no paso porq el codigo CVC ta mal. revise plz el num 1515 q esta en el reverso. nombre titular: Juan Carlos Lopez DOB: 12/05/1980 tel: +34912567890. reintente o llame ya!
[ { "end": 63, "label": "CREDITCARDNUMBER", "label_index": 1, "start": 48, "value": "375071105515595" }, { "end": 178, "label": "FIRSTNAME", "label_index": 1, "start": 161, "value": "Juan Carlos Lopez" }, { "end": 194, "label": "DOB", "label_index": 1, "...
noisy
CREDIT_CARD
375071105515595
es_ES
Hastily typed customer service chat in Spanish with typos, abbreviations, and informal language notifying a payment failure
Mastercard
noisy_CREDIT_CARD_24e9da2f
synthetic
en
Latn
Hey Sarah, thanks for helping with my TurboTax setup. My EIN is 82-4973564 for the freelance LLC. I've linked my Ethereum wallet 0x742d35Cc6634C0532925a3b8D7a65D3fBe3376A3 and UPI netflixuser@paytm for payments. Also using Discord @taxguru#4721. The 2FA code just sent is 928471. Confirming onboarding now!
[ { "end": 74, "label": "TAXNUM", "label_index": 1, "start": 64, "value": "82-4973564" }, { "end": 171, "label": "BITCOINADDRESS", "label_index": 1, "start": 129, "value": "0x742d35Cc6634C0532925a3b8D7a65D3fBe3376A3" }, { "end": 197, "label": "UPI_ID", "labe...
evolving
TAX_IDENTIFICATION
82-4973564
en_US
Fintech app onboarding discussion via chat, mixing tax ID with modern digital payment and wallet details
standard
evolving_TAX_IDENTIFICATION_4f78e416
synthetic
en
Latn
Dear Shane Pope, thank you for your visa application to the UK. Your details are confirmed as follows: Full Name: Shane Pope, Date of Birth: 15/03/1985, Passport Number: 045678912, Address: 12 High St, Sydney NSW 2000, Australia (PIN equivalent postcode). Phone: +61 2 9876 5432. We have scheduled your interview for 22/...
[ { "end": 15, "label": "FIRSTNAME", "label_index": 1, "start": 5, "value": "Shane Pope" }, { "end": 151, "label": "DATE", "label_index": 1, "start": 141, "value": "15/03/1985" }, { "end": 179, "label": "PASSPORTNUM", "label_index": 1, "start": 170, ...
multilingual
NAME
Shane Pope
en_AU
UK visa application confirmation email for an Australian applicant
full name
multilingual_NAME_27b38d44
synthetic
en
Latn
Hi Sarah, I finally got the rego sorted for my new car. The plate is PXV-7787, registered to my address at 12 Smith St, Brighton, VIC 3186. Note that the tow truck had a similar-looking plate PXV-778A from their fleet code. My driver's licence is 567890123, expiring 15/03/2028. Can you update the insurance under my nam...
[ { "end": 77, "label": "VEHICLEVRM", "label_index": 1, "start": 69, "value": "PXV-7787" }, { "end": 138, "label": "STREET", "label_index": 1, "start": 107, "value": "12 Smith St, Brighton, VIC 3186" }, { "end": 256, "label": "DRIVERLICENSENUM", "label_index...
contextual
VEHICLE_REGISTRATION
PXV-7787
en_AU
Email updating vehicle insurance details, distinguishing the real rego plate from a similar fleet code on a tow truck
standard
contextual_VEHICLE_REGISTRATION_af75cf27
synthetic
en
Latn
Dear Onveer Singh, Thank you for registering with our banking app. Your account details are confirmed below: UPI ID: onveer94@ybl Account Number: 123456789012 Phone: +91 98765 43210 Aadhaar: 1234 5678 9012 Please use your UPI ID for seamless transactions. Contact support if needed. Best regards, ABC Bank
[ { "end": 131, "label": "UPI_ID", "label_index": 1, "start": 119, "value": "onveer94@ybl" }, { "end": 160, "label": "ACCOUNTNUMBER", "label_index": 1, "start": 148, "value": "123456789012" }, { "end": 183, "label": "PHONENUMBER", "label_index": 1, "star...
basic
BANK_UPI_ID
onveer94@ybl
en_IN
Bank registration confirmation email with UPI ID and other account details
standard
basic_BANK_UPI_ID_d9c8f913
synthetic
en
Latn
Hi Sarah, regarding your application for the new flat in Bristol, we've assigned you the tenant code FLAT-47819-2N, but your primary national identity number is PB478192N. Please also update your phone 07700 900123 and confirm the move-in date of 15 March 2024. The product code for the fridge is PB47819X, which looks s...
[ { "end": 170, "label": "SSN", "label_index": 1, "start": 161, "value": "PB478192N" }, { "end": 214, "label": "PHONENUMBER", "label_index": 1, "start": 202, "value": "07700 900123" }, { "end": 260, "label": "DATE", "label_index": 1, "start": 247, "v...
contextual
NATIONAL_IDENTITY_SSN_AADHAR
PB478192N
en_GB
Email correspondence about a rental application mixing a national ID with a similar-looking product code and other applicant details
standard
contextual_NATIONAL_IDENTITY_SSN_AADHAR_27d7179e
synthetic
en
Latn
Hola Juan Pérez ! Tu paquete de MercadoLibre está listo pa envio en Madrid. Dirección: C/ Alcalá 123, 4ºB 31074. Teléfono contacto: +34915436789. Confirma plis antes del viernes o se retrasa. Thx! Nota: el código postl 31074 es pa esa zona exacta, no 31049 q t escribi mal antes lol.
[ { "end": 111, "label": "ZIPCODE", "label_index": 1, "start": 106, "value": "31074" }, { "end": 15, "label": "FIRSTNAME", "label_index": 1, "start": 5, "value": "Juan Pérez" }, { "end": 44, "label": "COMPANYNAME", "label_index": 1, "start": 32, "val...
noisy
POSTAL_CODE
31074
es_ES
Hastily typed customer service chat in Spanish with typos, abbreviations, and a corrected postal code reference
standard
noisy_POSTAL_CODE_7071f098
synthetic
en
Latn
Tax Registration Confirmation Dear Business Owner, Your Australian Business Number (ABN) application has been approved. ABN: 82-8315541 TFN: 234 567 890 Business Name: Horizon Trading Pty Ltd Registered Address: 123 Collins Street, Melbourne VIC 3000 Contact Phone: (03) 9876 5432 Thank you for registering with the ...
[ { "end": 138, "label": "TAXNUM", "label_index": 1, "start": 128, "value": "82-8315541" }, { "end": 155, "label": "TAXNUM", "label_index": 2, "start": 144, "value": "234 567 890" }, { "end": 194, "label": "COMPANYNAME", "label_index": 1, "start": 171, ...
basic
TAX_IDENTIFICATION
82-8315541
en_AU
ATO tax registration confirmation email with ABN, TFN, business details, address, and phone
standard
basic_TAX_IDENTIFICATION_18809944
synthetic
en
Latn
Dear Mr. Jansen, Thank you for your recent visa application. We have noted your contact details: Phone (023)-6224741 ext. 23, address at Nieuwe Binnenweg 123, 3014 GD Rotterdam, Netherlands. Your passport number NL456789012 and date of birth 15/03/1985 have been verified. Please confirm your IBAN NL91ABNA0417164300 fo...
[ { "end": 117, "label": "PHONENUMBER", "label_index": 1, "start": 104, "value": "(023)-6224741" }, { "end": 167, "label": "ZIPCODE", "label_index": 1, "start": 160, "value": "3014 GD" }, { "end": 224, "label": "PASSPORTNUM", "label_index": 1, "start": 2...
multilingual
PHONE
(023)-6224741
nl_NL
Email confirmation for a Dutch visa application processing with applicant contact and banking details
with extension
multilingual_PHONE_00ed124d
synthetic
en
Latn
Hi Sarah, thanks for submitting your insurance claim via the app. We've processed it successfully. Your UK insurance number AUT-1066995059 is now linked to policy #POL-UK-847392 with effective date 15/09/2024. For verification, use this one-time code: 492817 sent to john.doe@email.com. Payment will be transferred to yo...
[ { "end": 138, "label": "IDCARDNUM", "label_index": 1, "start": 124, "value": "AUT-1066995059" }, { "end": 177, "label": "IDCARDNUM", "label_index": 1, "start": 164, "value": "POL-UK-847392" }, { "end": 258, "label": "PIN", "label_index": 1, "start": 25...
evolving
INSURANCE_NUMBER
AUT-1066995059
en_GB
Insurance claim confirmation email linking policy details, OTP, and digital payment UPI for modern fintech onboarding
standard
evolving_INSURANCE_NUMBER_4178c9d6
synthetic
en
Latn
Hi team, just set up my new Afterpay account for some online shopping. My registered phone is (03)-0606-6604 and email is jdoe92@gmail.com. Here's my UPI for transfers: johnsmith@paytm. Wallet address for crypto rewards: bc1qxy2kgdygjrsqtzq2n0yrf2493p83kkfjhx0wlh. Pls confirm receipt of my ABN 12 345 678 901.
[ { "end": 108, "label": "PHONENUMBER", "label_index": 1, "start": 94, "value": "(03)-0606-6604" }, { "end": 138, "label": "EMAIL", "label_index": 1, "start": 122, "value": "jdoe92@gmail.com" }, { "end": 184, "label": "UPI_ID", "label_index": 1, "start":...
evolving
PHONE
(03)-0606-6604
en_AU
Customer onboarding email to fintech support team with payment and verification details
with extension
evolving_PHONE_545fc876
synthetic
en
Latn
Hi Priya Sharma, I've updated the payment details for your order #ORD-45678. The new UPI ID is zansidani@gpay, linked to your account ending ****1234 at HDFC Bank, 12 MG Road, Bangalore. Please confirm receipt before March 15th. Note: Our promo code GPAY10 looks similar but isn't for transfers.
[ { "end": 15, "label": "FIRSTNAME", "label_index": 1, "start": 3, "value": "Priya Sharma" }, { "end": 109, "label": "UPI_ID", "label_index": 1, "start": 95, "value": "zansidani@gpay" }, { "end": 174, "label": "STREET", "label_index": 1, "start": 164, ...
contextual
BANK_UPI_ID
zansidani@gpay
en_IN
Customer service email updating payment UPI ID amid order details, with similar-looking promo code as potential false positive
standard
contextual_BANK_UPI_ID_f92e9118
synthetic
en
Latn
hey jan, kan je even chekken op kenteken MXP-8706? auto van Piet de Vries uit Amsterdam. eigenar is J. de Vries, adres Damrak 123, 1012 JM Amsterdam. telnr 020-1234567. verzekring loopt tot 15/12/2024, maar boete open i.v.m. te hard 0/1 l/1 km/u haha. thx man!
[ { "end": 49, "label": "VEHICLEVRM", "label_index": 1, "start": 41, "value": "MXP-8706" }, { "end": 74, "label": "FIRSTNAME", "label_index": 1, "start": 61, "value": "Piet de Vries" }, { "end": 131, "label": "STREET", "label_index": 1, "start": 121, ...
noisy
VEHICLE_REGISTRATION
MXP-8706
nl_NL
Hastily typed customer service chat between mechanics discussing a vehicle registration issue with typos, OCR-like errors (0/1 l/1), informal abbreviations, and missing punctuation
standard
noisy_VEHICLE_REGISTRATION_0e9c0169
synthetic
en
Latn
Geachte heer Jansen, Bedankt voor uw registratie. Hieronder vindt u de bevestigingsgegevens: Naam: Pieter Jansen Adres: Stationsweg 45, 1012 AB Amsterdam Kenteken: QWW-7276 Telefoon: 06-12345678 Met vriendelijke groet, RDW Service
[ { "end": 114, "label": "FIRSTNAME", "label_index": 1, "start": 101, "value": "Pieter Jansen" }, { "end": 155, "label": "STREET", "label_index": 1, "start": 122, "value": "Stationsweg 45, 1012 AB Amsterdam" }, { "end": 174, "label": "VEHICLEVRM", "label_ind...
basic
VEHICLE_REGISTRATION
QWW-7276
nl_NL
Registration confirmation email from Dutch vehicle authority (RDW) with owner details and license plate
standard
basic_VEHICLE_REGISTRATION_a7d524df
synthetic
en
Latn
Dear Mr. Rossi, your Italian passport number J37458528 has been verified against our records for the visa application. Please note the reference code J374-5852X from the consulate system, which is separate from your ID. Your date of birth is 15/03/1985, and the issuing office was Roma Prefecture. Contact us at +39 06 1...
[ { "end": 54, "label": "PASSPORTNUM", "label_index": 1, "start": 45, "value": "J37458528" }, { "end": 252, "label": "DOB", "label_index": 1, "start": 242, "value": "15/03/1985" }, { "end": 326, "label": "PHONENUMBER", "label_index": 1, "start": 312, ...
contextual
PASSPORT_NUMBER
J37458528
it_IT
Visa application confirmation email distinguishing passport number from similar-looking consulate reference code
standard
contextual_PASSPORT_NUMBER_251cc330
synthetic
en
Latn
Gentile Cliente, Conferma i dati della sua carta di credito Mastercard: Numero Carta: 36833353526082 Scadenza: 12/27 CVV: 456 Nome Intestatario: Mario Rossi Indirizzo: Via Roma 123, Milano Grazie per la fiducia.
[ { "end": 101, "label": "CREDITCARDNUMBER", "label_index": 1, "start": 87, "value": "36833353526082" }, { "end": 117, "label": "DATE", "label_index": 1, "start": 112, "value": "12/27" }, { "end": 126, "label": "CVV", "label_index": 1, "start": 123, ...
basic
CREDIT_CARD
36833353526082
it_IT
Email di conferma dati carta di credito per un cliente italiano
Mastercard
basic_CREDIT_CARD_1f462d88
synthetic
en
Latn
Debug log from CRM export: User profile update failed for Dr. Ekbal Modi (ID: IN-8473921) due to invalid phone format +91 98765 43210. Associated email: ekbal.mod i@modienterprises.co.in. Please verify address: 23/A, Modi Towers, Bandra Kurla Complex, Mumbai-400051 before retry. Error code: PII_MISMATCH.
[ { "end": 72, "label": "FIRSTNAME", "label_index": 1, "start": 62, "value": "Ekbal Modi" }, { "end": 88, "label": "IDCARDNUM", "label_index": 1, "start": 78, "value": "IN-8473921" }, { "end": 133, "label": "PHONENUMBER", "label_index": 1, "start": 118, ...
adversarial
NAME
Ekbal Modi
en_IN
Debug log from a CRM system export showing a failed user profile update with embedded PII in error details, including split email and formatted phone to evade parsing
formal with title
adversarial_NAME_df3e872d
synthetic
en
Latn
Bedankt voor uw betaling. Hier is de bevestiging van uw transactie: Kaartnummer: 676110705925 (Mastercard) Houder: Pieter de Vries Geldig tot: 12/27 CVV: 456 Transactiebedrag: € 89,50 Referentie: ORD-2024-789
[ { "end": 93, "label": "CREDITCARDNUMBER", "label_index": 1, "start": 81, "value": "676110705925" }, { "end": 130, "label": "FIRSTNAME", "label_index": 1, "start": 115, "value": "Pieter de Vries" }, { "end": 148, "label": "DATE", "label_index": 1, "star...
basic
CREDIT_CARD
676110705925
nl_NL
Payment confirmation email excerpt for a Dutch online purchase
Mastercard
basic_CREDIT_CARD_cc6acf02
synthetic
en
Latn
Hi support, I'm having trouble linking my new crypto wallet to the Binance app for my UPI transfers from Australia. My DOB is 25/11/1992, and here's my UPI ID: johnsmith@paytm. Wallet address: bc1qxy2kgdygjrsqtzq2n0yrf2493p83kkfjhx0wlh, and my 2FA code right now is 748920. Phone: +61 412 345 678. Can you help verify?
[ { "end": 136, "label": "DOB", "label_index": 1, "start": 126, "value": "25/11/1992" }, { "end": 175, "label": "UPI_ID", "label_index": 1, "start": 160, "value": "johnsmith@paytm" }, { "end": 235, "label": "BITCOINADDRESS", "label_index": 1, "start": 19...
evolving
DATE_OF_BIRTH
25/11/1992
en_AU
Customer support chat for troubleshooting crypto wallet linking with UPI payments in a fintech app
standard
evolving_DATE_OF_BIRTH_055848c8
synthetic
en
Latn
hey sarah, quick updat on ur insurnace claim #47291. policy no HLT-6834978151 needs revu by tomorw. cust deets: John Atherton DOB 12/05/1978 ph 020 7946 0952. pls cnf if sorted thx! (cc: mangr@insureco.co.uk)
[ { "end": 78, "label": "IDCARDNUM", "label_index": 1, "start": 64, "value": "HLT-6834978151" }, { "end": 52, "label": "IDCARDNUM", "label_index": 1, "start": 46, "value": "#47291" }, { "end": 126, "label": "FIRSTNAME", "label_index": 1, "start": 113, ...
noisy
INSURANCE_NUMBER
HLT-6834978151
en_GB
Hastily typed customer service chat message with typos, abbreviations, and informal language
standard
noisy_INSURANCE_NUMBER_25c45ba5
synthetic
en
Latn
Dear Mr. Raj Patel, thank you for submitting your employment application to our Mumbai office. We have verified your Aadhaar number 382-75-7189 and PAN card ABZPT1234D. Your UK visa reference is V12345678, valid until 15/08/2026. Please provide your Indian mobile +91 98765 43210 and postal address: 402, Sector 17, Gurg...
[ { "end": 143, "label": "SSN", "label_index": 1, "start": 132, "value": "382-75-7189" }, { "end": 167, "label": "TAXNUM", "label_index": 1, "start": 157, "value": "ABZPT1234D" }, { "end": 204, "label": "VISA_NUMBER", "label_index": 1, "start": 195, ...
multilingual
NATIONAL_IDENTITY_SSN_AADHAR
382-75-7189
en_US
Multinational company HR records verifying Indian applicant's documents for employment in Mumbai office
standard
multilingual_NATIONAL_IDENTITY_SSN_AADHAR_a99868ca
synthetic
en
Latn
Hi Priya, please send the payment via UPI to yadavisane@ybl for the order. My Aadhaar is 1234 5678 9012, but use the UPI as it's faster. The product code 9876543210 looks similar but isn't for payments. Confirm with my phone +91-98765-43210. Thanks! - Rohan Sharma
[ { "end": 59, "label": "UPI_ID", "label_index": 1, "start": 45, "value": "yadavisane@ybl" }, { "end": 103, "label": "AADHAAR", "label_index": 1, "start": 89, "value": "1234 5678 9012" }, { "end": 240, "label": "PHONENUMBER", "label_index": 1, "start": 2...
contextual
BANK_UPI_ID
yadavisane@ybl
en_IN
Customer service email discussing UPI payment alongside similar-looking product code and other personal IDs
standard
contextual_BANK_UPI_ID_9ee7134f
synthetic
en
Latn
hey support my upi isnt wrking niharikasha@gpay says invalid when i try to pay Rs 5000 to 9876543210 frm my accnt 9876543210123 phone is 98765 43210 plz fix asap !! been tryin since mrng thx -Niharika Shah
[ { "end": 49, "label": "UPI_ID", "label_index": 1, "start": 33, "value": "niharikasha@gpay" }, { "end": 104, "label": "PHONENUMBER", "label_index": 1, "start": 94, "value": "9876543210" }, { "end": 132, "label": "ACCOUNTNUMBER", "label_index": 1, "start...
noisy
BANK_UPI_ID
niharikasha@gpay
en_IN
Hastily typed customer service chat message with typos, abbreviations, and extra spaces complaining about UPI payment failure
standard
noisy_BANK_UPI_ID_de6181db
synthetic
en
Latn
Hi Anna, regarding your recent transfer to our branch in Berlin, the IBAN DE87290890370035470625 has been successfully activated for your account ending in 0625. Please note this is different from the product code DE893045 used in our online demo. Your BIC is GENODEF1BER, and the transaction was confirmed on 15.03.2024...
[ { "end": 96, "label": "ACCOUNTNUMBER", "label_index": 1, "start": 74, "value": "DE87290890370035470625" }, { "end": 271, "label": "BIC", "label_index": 1, "start": 260, "value": "GENODEF1BER" }, { "end": 320, "label": "DATE", "label_index": 1, "start":...
contextual
BANK_ACCOUNT
DE87290890370035470625
de_DE
Bank support email discussing a customer's IBAN activation, distinguishing it from a similar-looking product code, with additional BIC, date, and person details
SWIFT/BIC
contextual_BANK_ACCOUNT_a437dce7
synthetic
en
Latn
Hoi Lisa, bedankt voor je sollicitatie bij Bakker BV. We hebben je geboortedatum 19/12/2006 genoteerd, wat betekent dat je 17 bent. Je adres Jacob van Lenneplaan 17, Amsterdam past perfect bij onze vestiging. Je BSN-nummer 123456789 en telefoonnummer 06-12345678 zijn ontvangen. We nemen snel contact op!
[ { "end": 91, "label": "DOB", "label_index": 1, "start": 81, "value": "19/12/2006" }, { "end": 175, "label": "STREET", "label_index": 1, "start": 141, "value": "Jacob van Lenneplaan 17, Amsterdam" }, { "end": 232, "label": "IDCARDNUM", "label_index": 1, ...
contextual
DATE_OF_BIRTH
19/12/2006
nl_NL
Recruitment email confirming applicant details, where '17' mimics age but derives from DOB context, distinguishing from non-PII house number
standard
contextual_DATE_OF_BIRTH_c99974d6
synthetic
en
Latn
hey rahul , pls snd the delivry details fr apt no 4B Lakshmi Nivas 3rd Cross St Koramangala pin 619291 phn 9988776655 asap ! its urgnt thnks -sharma (note: old addr had 0 instd of O in st name lol)
[ { "end": 107, "label": "ZIPCODE", "label_index": 1, "start": 101, "value": "619291" }, { "end": 53, "label": "APARTMENT_NUMBER", "label_index": 1, "start": 51, "value": "4B" }, { "end": 123, "label": "PHONENUMBER", "label_index": 1, "start": 113, "...
noisy
POSTAL_CODE
619291
en_IN
Hastily typed customer service chat message with typos, abbreviations, and informal language requesting delivery details
standard
noisy_POSTAL_CODE_8dff283f
synthetic
en
Latn
Dear Mr. Rajesh Kumar, thank you for your recent online purchase at our Mumbai store. Your Visa payment of INR 5,499 was processed successfully using card 3571595518810009 (ending ****0009). Delivery to Flat 12B, Sunshine Apartments, Andheri West, Mumbai 400058, India, is scheduled for 15/08/2024. For queries, contact ...
[ { "end": 171, "label": "CREDITCARDNUMBER", "label_index": 1, "start": 155, "value": "3571595518810009" }, { "end": 335, "label": "PHONENUMBER", "label_index": 1, "start": 320, "value": "+91 98765 43210" }, { "end": 268, "label": "STREET", "label_index": 1,...
multilingual
CREDIT_CARD
3571595518810009
en_IN
Online shopping order confirmation email from an Indian e-commerce store
Visa
multilingual_CREDIT_CARD_d8ad9e45
synthetic
en
Latn
DEBUG: User auth failed for passport 508683480 (extra space noted in log). Associated details: Name: Oliver J. Hargreaves, DOB: 12/05/1987, Addr: 14 Elm St, Manchester M1 2AB, Phone: +44 161 555 0123. Check JSON payload: {"pp": "508683480", "name": "O. Hargreaves"}. Retrying...
[ { "end": 47, "label": "PASSPORTNUM", "label_index": 1, "start": 38, "value": "508683480" }, { "end": 123, "label": "FIRSTNAME", "label_index": 1, "start": 103, "value": "Oliver J. Hargreaves" }, { "end": 140, "label": "DOB", "label_index": 1, "start": ...
adversarial
PASSPORT_NUMBER
508683480
en_GB
Debug log from a UK passport verification system showing authentication failure with spaced PII in logs and duplicated in JSON payload to evade simple pattern matching
standard
adversarial_PASSPORT_NUMBER_690bf124
synthetic
en
Latn
Dear Mr. Jansen, your passport application has been approved. The passport number is E18611827, valid until 15-03-2032. Please collect it at our Amsterdam office, address: Nieuwe Achtergracht 166, 1018 WV Amsterdam. Note that the reference code NL2024-567 is for tracking only, not your ID. Best, Immigration Service NL....
[ { "end": 94, "label": "PASSPORTNUM", "label_index": 1, "start": 85, "value": "E18611827" }, { "end": 118, "label": "DATE", "label_index": 1, "start": 108, "value": "15-03-2032" }, { "end": 214, "label": "STREET", "label_index": 1, "start": 172, "va...
contextual
PASSPORT_NUMBER
E18611827
nl_NL
Official email from Dutch immigration service confirming passport approval, with passport number alongside expiry date, address, tracking code (false positive), and phone number
standard
contextual_PASSPORT_NUMBER_537df09d
synthetic
en
Latn
Hola Juan, gracias por registrarte en nuestra app de trading crypto. Tu número de teléfono +34842835619 con extensión ha sido verificado. Usa tu UPI ID netflixfan@paytm para las transacciones rápidas. Tu billetera Ethereum es 0x742d35Cc6634C0532925a3b8D986100eB4f5d3b5 y el código 2FA temporal es 483920. ¡Empieza a inve...
[ { "end": 103, "label": "PHONENUMBER", "label_index": 1, "start": 91, "value": "+34842835619" }, { "end": 168, "label": "UPI_ID", "label_index": 1, "start": 152, "value": "netflixfan@paytm" }, { "end": 268, "label": "BITCOINADDRESS", "label_index": 1, "...
evolving
PHONE
+34842835619
es_ES
Onboarding email for a Spanish crypto trading app confirming phone verification and providing digital payment details
with extension
evolving_PHONE_f78dbaef
synthetic
en
Latn
Hoi team, we hebben een melding over de grijze Ford Focus met kenteken OBX-5516 die geparkeerd stond bij de Action op de Marktstraat 45 in Amsterdam. De eigenaar, meneer J. van der Berg (geboortedatum 12-03-1985), klaagt over een kras. Serienummer van de auto is FX123456 voor de verzekering. Kunnen jullie dit checken? ...
[ { "end": 79, "label": "VEHICLEVRM", "label_index": 1, "start": 71, "value": "OBX-5516" }, { "end": 185, "label": "FIRSTNAME", "label_index": 1, "start": 170, "value": "J. van der Berg" }, { "end": 211, "label": "DOB", "label_index": 1, "start": 201, ...
contextual
VEHICLE_REGISTRATION
OBX-5516
nl_NL
Parking complaint email mixing vehicle registration with similar-looking product serial number and personal details, requiring context to distinguish PII from non-PII codes.
standard
contextual_VEHICLE_REGISTRATION_5c55efe2
synthetic
en
Latn
DEBUG: User address parse error in log: 123 Fake St, Guelph, ON N1B 6J8 . Full record: {"postal":"N1B6J8","phone":"(519) 826-1234","name":"John A. Smith","ssn":"123-45-6789"}. Check /var/logs/canada_post_2023.txt for John Smith's delivery issue at apt 4B.
[ { "end": 105, "label": "ZIPCODE", "label_index": 1, "start": 99, "value": "N1B6J8" }, { "end": 72, "label": "ZIPCODE", "label_index": 2, "start": 65, "value": "N1B 6J8" }, { "end": 130, "label": "PHONENUMBER", "label_index": 1, "start": 116, "value...
adversarial
POSTAL_CODE
N1B6J8
en_CA
Debug log from a Canadian postal service system showing parse error with postal code split across field and JSON, plus embedded phone, name, and SSN in a realistic error context to evade standard NER parsing.
standard
adversarial_POSTAL_CODE_c49a8085
synthetic
en
Latn
Dear Mr. Dupont, thank you for your recent international wire transfer request. We have processed the payment of 2,500 EUR from your account ending in 9734309 (full IBAN: FR3363472595893464189734309) to the recipient in Berlin. Please confirm the details: Recipient - Hans Müller, Telefon: +49 30 12345678, Adresse: Must...
[ { "end": 198, "label": "ACCOUNTNUMBER", "label_index": 1, "start": 171, "value": "FR3363472595893464189734309" }, { "end": 15, "label": "FIRSTNAME", "label_index": 1, "start": 5, "value": "Mr. Dupont" }, { "end": 279, "label": "FIRSTNAME", "label_index": 2...
multilingual
BANK_ACCOUNT
FR3363472595893464189734309
fr_FR
International banking wire transfer confirmation email from a French bank
SWIFT/BIC
multilingual_BANK_ACCOUNT_52b1f38b
synthetic
en
Latn
Confirmación de apertura de cuenta bancaria. Cliente: María González López, DNI: 48295741K, Dirección: Calle del Sol 23, 28013 Madrid. Número de cuenta IBAN: ES4358903227801229214427. Teléfono de contacto: +34 912 345 678. Fecha de apertura: 15/03/2024.
[ { "end": 182, "label": "ACCOUNTNUMBER", "label_index": 1, "start": 158, "value": "ES4358903227801229214427" }, { "end": 90, "label": "IDCARDNUM", "label_index": 1, "start": 81, "value": "48295741K" }, { "end": 221, "label": "PHONENUMBER", "label_index": 1,...
basic
BANK_ACCOUNT
ES4358903227801229214427
es_ES
Bank account opening confirmation email excerpt
domestic
basic_BANK_ACCOUNT_a8854e6c
synthetic
en
Latn
Dear Mr. Patel, thank you for applying for the Toronto branch position at our multinational firm. Please confirm your contact details: mobile 1-368-726-6689, home +91 98765 43210, and email raj.patel@email.com. Your UK National Insurance number is QT 12 34 56 A, date of birth 15/03/1985, and postal code M5V 2T6. We loo...
[ { "end": 156, "label": "PHONENUMBER", "label_index": 1, "start": 142, "value": "1-368-726-6689" }, { "end": 178, "label": "PHONENUMBER", "label_index": 2, "start": 163, "value": "+91 98765 43210" }, { "end": 209, "label": "EMAIL", "label_index": 1, "st...
multilingual
PHONE
1-368-726-6689
en_CA
Multinational company HR records for a job applicant in Toronto with international background
mobile
multilingual_PHONE_734fd80e
synthetic
en
Latn
Confirmation de votre inscription au service administratif français. Numéro de sécurité sociale : 816-99-8088. Nom complet : Marie Dupont. Date de naissance : 15/03/1985. Adresse email : marie.dupont@email.fr. Téléphone : +33 1 23 45 67 89.
[ { "end": 109, "label": "SSN", "label_index": 1, "start": 98, "value": "816-99-8088" }, { "end": 137, "label": "FIRSTNAME", "label_index": 1, "start": 125, "value": "Marie Dupont" }, { "end": 169, "label": "DOB", "label_index": 1, "start": 159, "val...
basic
NATIONAL_IDENTITY_SSN_AADHAR
816-99-8088
fr_FR
Confirmation d'inscription à un service administratif français avec détails personnels
standard
basic_NATIONAL_IDENTITY_SSN_AADHAR_d32278a1
synthetic
en
Latn
hey support, i lost my wallet w/ my drivers licensse and ssc card. the natl id numbr is X25283377 . full name: Johnathan R. Mickelson DOB 05/14/1982 phone 555-123-4567 . can u send replacemnt ? thx ! 0r call me asap
[ { "end": 98, "label": "IDCARDNUM", "label_index": 1, "start": 89, "value": "X25283377" }, { "end": 134, "label": "FIRSTNAME", "label_index": 1, "start": 112, "value": "Johnathan R. Mickelson" }, { "end": 149, "label": "DOB", "label_index": 1, "start": ...
noisy
OTHER_NATIONAL_IDENTITY
X25283377
en_US
Hastily typed customer service chat about lost ID documents with typos, abbreviations, and OCR-like errors in surrounding text
standard
noisy_OTHER_NATIONAL_IDENTITY_ac470440
synthetic
en
Latn
DEBUG: License verification failed for user. Details: DL=U4125419 (IT), Name: Mario Rossi, DOB: 15/03/1985, Addr: Via Roma 45, Milano MI 20121. Check: U412 5419 valid? Retrying auth with ID: CF RSSMRA85C15F205Z. Log end.
[ { "end": 65, "label": "DRIVERLICENSENUM", "label_index": 1, "start": 57, "value": "U4125419" }, { "end": 89, "label": "FIRSTNAME", "label_index": 1, "start": 78, "value": "Mario Rossi" }, { "end": 106, "label": "DOB", "label_index": 1, "start": 96, ...
adversarial
DRIVER_LICENSE
U4125419
it_IT
Debug log from Italian driver's license verification system with split formatting and extra PII in error message to evade simple NER pattern matching
standard
adversarial_DRIVER_LICENSE_26eaecfa
synthetic
en
Latn
Dear Mr. Rajesh Kumar, thank you for submitting your visa application. Your Indian PAN card number DMVIS2140W has been verified along with your Aadhaar number 1234 5678 9012. Please provide your mobile number +91 98765 43210 and confirm your address: Flat 5B, MG Road, Bangalore 560001. We will process your documents by...
[ { "end": 109, "label": "IDCARDNUM", "label_index": 1, "start": 99, "value": "DMVIS2140W" }, { "end": 173, "label": "IDCARDNUM", "label_index": 1, "start": 159, "value": "1234 5678 9012" }, { "end": 224, "label": "PHONENUMBER", "label_index": 1, "start"...
multilingual
OTHER_NATIONAL_IDENTITY
DMVIS2140W
en_IN
Indian visa application processing email with identity and contact verification
standard
multilingual_OTHER_NATIONAL_IDENTITY_d3c2cec5
synthetic
en
Latn
hey support my upi dhriti34@paytm not wrking since mrng tried 2x frm 9818274630 but 0 respnse plz fix asap my a/c 2345678901234567 has insuff funds also chck transfr to Ravi Kumar Aadhar 9876 5432 1001 thx -Priya Sharmma
[ { "end": 34, "label": "UPI_ID", "label_index": 1, "start": 20, "value": "dhriti34@paytm" }, { "end": 83, "label": "PHONENUMBER", "label_index": 1, "start": 73, "value": "9818274630" }, { "end": 137, "label": "ACCOUNTNUMBER", "label_index": 1, "start": ...
noisy
BANK_UPI_ID
dhriti34@paytm
en_IN
Hastily typed customer support chat message complaining about UPI payment failure with typos, abbreviations, and informal language
standard
noisy_BANK_UPI_ID_58c2b921
synthetic
en
Latn
Hi Sarah, regarding your order #WV-7415130 which shipped on 2023-11-15 to 123 Maple St, Toronto, ON M5V 2T6, please call our rep John Doe at 1 (304) 741-5130 ext 456 for tracking updates. Note the similar support line 304-741-5131 is for billing only.
[ { "end": 157, "label": "PHONENUMBER", "label_index": 1, "start": 141, "value": "1 (304) 741-5130" }, { "end": 42, "label": "MASKEDNUMBER", "label_index": 1, "start": 31, "value": "#WV-7415130" }, { "end": 70, "label": "DATE", "label_index": 1, "start":...
contextual
PHONE
1 (304) 741-5130
en_CA
Customer service email mixing order details with phone numbers, where order code and alternate support line resemble the actual customer phone number with extension context
with extension
contextual_PHONE_4097d93d
synthetic
en
Latn
Hi team, I've just set up a new international transfer via the Revolut app for my UK account ending in 31827. The full IBAN is GB31HVKH82962292831827, and I've linked my UPI for receipts: johnsmith@paytm. Please confirm the Ethereum wallet deposit to 0x742d35Cc6634C0532925a3b8D831923936662c02 using the 2FA code 748920 ...
[ { "end": 149, "label": "ACCOUNTNUMBER", "label_index": 1, "start": 127, "value": "GB31HVKH82962292831827" }, { "end": 203, "label": "UPI_ID", "label_index": 1, "start": 188, "value": "johnsmith@paytm" }, { "end": 293, "label": "BITCOINADDRESS", "label_inde...
evolving
BANK_ACCOUNT
GB31HVKH82962292831827
en_AU
Customer emailing fintech support team to confirm an international bank transfer setup with linked digital payment IDs and crypto deposit
domestic
evolving_BANK_ACCOUNT_9d6b5244
synthetic
en
Latn
Dear Lucia Giolitti, thank you for your visa application to the UK. Your details are: Passport number IT1234567, date of birth 15/03/1985, address Via Roma 45, 00184 Roma, Italy, phone +39 06 1234567, and UK postcode for correspondence SW1A 1AA. Please confirm by replying to this email.
[ { "end": 19, "label": "FIRSTNAME", "label_index": 1, "start": 5, "value": "Lucia Giolitti" }, { "end": 111, "label": "PASSPORTNUM", "label_index": 1, "start": 102, "value": "IT1234567" }, { "end": 137, "label": "DOB", "label_index": 1, "start": 127, ...
multilingual
NAME
Lucia Giolitti
it_IT
UK immigration office email confirming Italian applicant's visa details
first name only
multilingual_NAME_3dd865ce
synthetic
en
Latn
hey support my acct isnt workin right DOB is 07/22/2000 full name johnathan r0bert m1ller ph# 416-555-0123 adress 123 fake st toronto on m5v2t6 can u fix asap plz thx been tryin 2 log in all day!!
[ { "end": 56, "label": "DOB", "label_index": 1, "start": 46, "value": "07/22/2000" }, { "end": 91, "label": "FIRSTNAME", "label_index": 1, "start": 68, "value": "johnathan r0bert m1ller" }, { "end": 109, "label": "PHONENUMBER", "label_index": 1, "start"...
noisy
DATE_OF_BIRTH
07/22/2000
en_CA
Hastily typed customer support chat message with typos, OCR-like errors in name, informal abbreviations, and missing punctuation
standard
noisy_DATE_OF_BIRTH_e15789c6
synthetic
en
Latn
Dear Mr. Singh, thank you for your recent international wire transfer request from our Mumbai branch. We've processed the payment of GBP 5,250 to your UK business account: GB46IQIV0396719118959. Recipient details: Raj Patel, Flat 12B, Oakwood Court, London W12 8QS, UK. Phone: +44 20 7946 0958. Reference: INV-2024-5678 ...
[ { "end": 193, "label": "ACCOUNTNUMBER", "label_index": 1, "start": 172, "value": "GB46IQIV0396719118959" }, { "end": 223, "label": "FIRSTNAME", "label_index": 1, "start": 214, "value": "Raj Patel" }, { "end": 268, "label": "STREET", "label_index": 1, "...
multilingual
BANK_ACCOUNT
GB46IQIV0396719118959
en_IN
International banking wire transfer confirmation email from Indian bank to UK account holder
domestic
multilingual_BANK_ACCOUNT_d7d962c8
synthetic
en
Latn
Hi Ravi, your UPI payment of ₹5,000 to merchant Flipkart-IN was successful! Transaction ID: TXN7890123456789 on 2024-08-15 14:32 IST. Linked UPI ID: dkhosla@okhdfcbank. Wallet address for refund if needed: 0x742d35CcA6634C0532925a3b8D0e4C0f8b5D3f9e. Auth code: 483920. Questions? Reply or call 1800-123-4567.
[ { "end": 167, "label": "UPI_ID", "label_index": 1, "start": 149, "value": "dkhosla@okhdfcbank" }, { "end": 108, "label": "MASKEDNUMBER", "label_index": 1, "start": 92, "value": "TXN7890123456789" }, { "end": 248, "label": "BITCOINADDRESS", "label_index": 1...
evolving
BANK_UPI_ID
dkhosla@okhdfcbank
en_IN
UPI payment confirmation SMS from bank app with transaction details and refund crypto wallet option
standard
evolving_BANK_UPI_ID_fd2f1cce
synthetic
en
Latn
Dear Ashley Griffith, Thank you for your visa application to the UK. Your details are confirmed as follows: Full Name: Ashley Griffith Email: ashleygriffith@example.org Date of Birth: 15/03/1985 Phone: +44 20 7946 0958 Passport Number: 705427163 UK Address: 12 Elm Street, London SW1A 1AA Please bring your National I...
[ { "end": 170, "label": "EMAIL", "label_index": 1, "start": 144, "value": "ashleygriffith@example.org" }, { "end": 196, "label": "DATE", "label_index": 1, "start": 186, "value": "15/03/1985" }, { "end": 220, "label": "PHONENUMBER", "label_index": 1, "st...
multilingual
EMAIL
ashleygriffith@example.org
en_AU
UK visa application confirmation email to an Australian applicant
personal
multilingual_EMAIL_34e59410
synthetic
en
Latn
hey mate just got my new drivers licenSe scanned at the DVLA office - its PE784549YI99ZD expiring 15/08/2027. Name's Johnathan R. Smith DOB 12-05-1982 addy 14 Oak Lane, Brist0l BS4 7PL. Can u update my acct wiv this? Thx!
[ { "end": 89, "label": "DRIVERLICENSENUM", "label_index": 1, "start": 75, "value": "PE784549YI99ZD" }, { "end": 152, "label": "DOB", "label_index": 1, "start": 142, "value": "12-05-1982" }, { "end": 137, "label": "FIRSTNAME", "label_index": 1, "start": ...
noisy
DRIVER_LICENSE
PE784549YI99ZD
en_GB
Hastily typed customer service chat message with typos, OCR errors, abbreviations, and informal language requesting account update after DVLA visit
standard
noisy_DRIVER_LICENSE_ad44fd20
synthetic
en
Latn
Hoi team, voor de nieuwe creditcard betaling van Jan de Vries, geboren op 12-05-1985 in Amsterdam, gebruiken we kaart 3554781214742859. Let op, dit is niet te verwarren met productcode J355478-12 die gisteren werd verzonden. Zijn adres is Nieuwe Achtergracht 19, 1018 WV Amsterdam. Bevestig svp.
[ { "end": 134, "label": "CREDITCARDNUMBER", "label_index": 1, "start": 118, "value": "3554781214742859" }, { "end": 61, "label": "FIRSTNAME", "label_index": 1, "start": 49, "value": "Jan de Vries" }, { "end": 84, "label": "DOB", "label_index": 1, "start...
contextual
CREDIT_CARD
3554781214742859
nl_NL
Dutch customer service email discussing a credit card payment, with a nearby product code resembling the card number for disambiguation
Amex
contextual_CREDIT_CARD_b764fbfd
synthetic
en
Latn
Dear Customer, thank you for registering with our service. Here are your account details: Name: Priya Sharma Phone: +91 98765 43210 Address: 45 MG Road, Indore, Madhya Pradesh 678220 Email: priya.sharma@email.com Please save this information securely.
[ { "end": 182, "label": "ZIPCODE", "label_index": 1, "start": 176, "value": "678220" }, { "end": 108, "label": "FIRSTNAME", "label_index": 1, "start": 96, "value": "Priya Sharma" }, { "end": 131, "label": "PHONENUMBER", "label_index": 1, "start": 116, ...
basic
POSTAL_CODE
678220
en_IN
Customer registration confirmation email with contact details
standard
basic_POSTAL_CODE_7d77a979
synthetic
en
Latn
Customer Registration Confirmation Dear John Smith, Thank you for registering with our service. Your account details are as follows: Name: John Smith Address: 123 Maple Street, Charlottetown, PE C1B1N1 Phone: (902) 555-0123 Email: john.smith@email.com Please save this information for your records.
[ { "end": 51, "label": "FIRSTNAME", "label_index": 1, "start": 41, "value": "John Smith" }, { "end": 226, "label": "PHONENUMBER", "label_index": 1, "start": 212, "value": "(902) 555-0123" }, { "end": 254, "label": "EMAIL", "label_index": 1, "start": 234...
basic
POSTAL_CODE
C1B1N1
en_CA
Customer registration confirmation email with contact details
standard
basic_POSTAL_CODE_66dbee37
synthetic
en
Latn
hey Herr Müller, danke fr die Info! Hier is Ihre neue Telefonnr: (09016) 16368. Adresse bleibt gleich: Musterstr. 45, 80331 München. Rechnung geht an Peter Müller, Geburtsdt: 15.03.1985. ruf an wen möglich, ok? 1 bißchen eilig. tschüss! PS: Fax 089/1234567 funktioniert nocht nit perfekt.
[ { "end": 78, "label": "PHONENUMBER", "label_index": 1, "start": 65, "value": "(09016) 16368" }, { "end": 116, "label": "STREET", "label_index": 1, "start": 103, "value": "Musterstr. 45" }, { "end": 131, "label": "ZIPCODE", "label_index": 1, "start": 11...
noisy
PHONE
(09016) 16368
de_DE
Hastily typed customer service chat with typos, abbreviations, and informal German addressing a client update
landline
noisy_PHONE_40bccb59
synthetic
en
Latn
Hi Sarah, thanks for submitting your insurance claim via the app. We've received policy HLT-2393637786 with claim ref #X7K-9924. Please confirm the payment to your UPI ID john.doe@paytm using the 2FA code 847392 sent to +44 7911 123456. Your Ethereum wallet 0x742d35Cc6634C0532925a3b8D87 4Fa 4e4D will receive any refund...
[ { "end": 102, "label": "IDCARDNUM", "label_index": 1, "start": 88, "value": "HLT-2393637786" }, { "end": 127, "label": "CLAIM_ID", "label_index": 1, "start": 119, "value": "X7K-9924" }, { "end": 185, "label": "UPI_ID", "label_index": 1, "start": 171, ...
evolving
INSURANCE_NUMBER
HLT-2393637786
en_GB
Insurance claim confirmation email discussing policy number, UPI payment, 2FA, phone, and crypto refund wallet
standard
evolving_INSURANCE_NUMBER_2ea2e471
synthetic
en
Latn
Hallo Prof. J Gutknecht, wir haben Ihre Anmeldung für die Vorlesung "Quantenphysik I" erhalten. Bitte bestätigen Sie Ihre E-Mail: jgutknecht@example.com und die Telefonnr. +49 176 54321987 (Dr. Müller hat angerufen). Ihre Matrikel-Nr: 12345678. Falls Probleme, rufen Sie an! :) VG, Admin-Team Uni Berlin PS: Termin a...
[ { "end": 153, "label": "EMAIL", "label_index": 1, "start": 131, "value": "jgutknecht@example.com" }, { "end": 189, "label": "PHONENUMBER", "label_index": 1, "start": 173, "value": "+49 176 54321987" }, { "end": 246, "label": "MASKEDNUMBER", "label_index": ...
noisy
EMAIL
jgutknecht@example.com
de_DE
Hastily typed university admin email in German with typos, abbreviations, missing punctuation, and informal chat-style elements
academic
noisy_EMAIL_ee164f31
synthetic
en
Latn
Hi Lisa, thanks for the quick transfer. I used my ING bank account NL66MHKK1929702002 to send €500 to your ABN AMRO account ending in 7345. The reference was INV-45678, similar to that old product code MHKK1929 we discussed last week. Please confirm receipt at lisavandijk@email.nl. Best, Pieter de Vries.
[ { "end": 85, "label": "ACCOUNTNUMBER", "label_index": 1, "start": 67, "value": "NL66MHKK1929702002" }, { "end": 138, "label": "ACCOUNTNUMBER", "label_index": 2, "start": 134, "value": "7345" }, { "end": 281, "label": "EMAIL", "label_index": 1, "start":...
contextual
BANK_ACCOUNT
NL66MHKK1929702002
nl_NL
Banking email confirming a transfer between Dutch accounts, with a product code resembling part of the IBAN for contextual disambiguation
SWIFT/BIC
contextual_BANK_ACCOUNT_82480849
synthetic
en
Latn
Dear Mr. Jansen, Thank you for opening your new savings account at Rabobank. Here are your account details: Account Holder: Pieter Jansen IBAN: NL91RABO0123456789 BIC/SWIFT: RABONL2U Your specific account number: NL20ZWPA4591969095 Please keep these details secure and contact us at 030-1234567 if you have any questi...
[ { "end": 233, "label": "ACCOUNTNUMBER", "label_index": 1, "start": 215, "value": "NL20ZWPA4591969095" }, { "end": 139, "label": "FIRSTNAME", "label_index": 1, "start": 126, "value": "Pieter Jansen" }, { "end": 164, "label": "ACCOUNTNUMBER", "label_index": ...
basic
BANK_ACCOUNT
NL20ZWPA4591969095
nl_NL
Bank account opening confirmation email with customer details and contact information
SWIFT/BIC
basic_BANK_ACCOUNT_2f2c93f4
synthetic
en
Latn
Hey team, just got a call from Noa Elías Buendía abt his accnt issue. Phone: +34912567890. DOB looks like 15/03/1992 but he sd its 15-03-92. Addr: C/ Gran Via 45, Madrid 28013. Pls fix asap, thx! cc: MariaG@co.es
[ { "end": 48, "label": "FIRSTNAME", "label_index": 1, "start": 31, "value": "Noa Elías Buendía" }, { "end": 89, "label": "PHONENUMBER", "label_index": 1, "start": 77, "value": "+34912567890" }, { "end": 116, "label": "DATE", "label_index": 1, "start": 1...
noisy
NAME
Noa Elías Buendía
es_ES
Hastily typed customer service chat log with typos, abbreviations, and inconsistent date formatting
first name only
noisy_NAME_054924e0
synthetic
en
Latn
Hi Sarah, regarding the Klingelhöfer project, please update Klaus-Michael Klingelhöfer's contact details. His work email is klaus-michaelklingelhoefer@example.org, phone +49 30 12345678, and address is Musterstraße 12, 10115 Berlin. Note the product code KMK-4567 is different from his initials. Best, Anna Müller.
[ { "end": 162, "label": "EMAIL", "label_index": 1, "start": 124, "value": "klaus-michaelklingelhoefer@example.org" }, { "end": 185, "label": "PHONENUMBER", "label_index": 1, "start": 170, "value": "+49 30 12345678" }, { "end": 217, "label": "STREET", "label...
contextual
EMAIL
klaus-michaelklingelhoefer@example.org
de_DE
Work email updating colleague's professional contact info, with nearby product code resembling initials to create disambiguation challenge
work
contextual_EMAIL_a84db7f9
synthetic
en
Latn
hey support, my pkg didnt arive at 1245 Oakridge Dr, Oakville ON L6M 2C5 and the zip is L3X 6R1. tracking # is 1Z9999A876543210 but its stuck! can u chk? thx - John A. Smith DOB 05/15/1980 ph: 905-555-0123
[ { "end": 95, "label": "ZIPCODE", "label_index": 1, "start": 88, "value": "L3X 6R1" }, { "end": 51, "label": "STREET", "label_index": 1, "start": 35, "value": "1245 Oakridge Dr" }, { "end": 72, "label": "ZIPCODE", "label_index": 2, "start": 65, "val...
noisy
POSTAL_CODE
L3X 6R1
en_CA
Hastily typed customer service chat with typos, abbreviations, and OCR-like errors complaining about a missing package
standard
noisy_POSTAL_CODE_e309b073
synthetic
en
Latn
hallo support ich hab mein profil upgedated aber dob stimmt nocht 15/03/2004 das is falsch! mein richtiges geburtsdatum is das. name: Hans Müller Adresse: Musterstr. 12, 10115 Berlin Tel: 030-12345678 pls fix asap danke!!1
[ { "end": 76, "label": "DOB", "label_index": 1, "start": 66, "value": "15/03/2004" }, { "end": 145, "label": "FIRSTNAME", "label_index": 1, "start": 134, "value": "Hans Müller" }, { "end": 182, "label": "STREET", "label_index": 1, "start": 155, "val...
noisy
DATE_OF_BIRTH
15/03/2004
de_DE
Hastily typed customer support chat message complaining about incorrect DOB in profile, with typos, informal German abbreviations, and extra punctuation
standard
noisy_DATE_OF_BIRTH_8826fec8
synthetic
en
Latn
hey mate just got pulled over by the cops for speedin on the M1. my car's rego is ANZ-9247 and they checked it against my license # DLN 78456219A. Driver's name is Jacko McGuire dob 15/08/1985. Fine's $450 gonna hurt the wallet lol. Plate looks fine no dents. Textin from servo nearby.
[ { "end": 90, "label": "VEHICLEVRM", "label_index": 1, "start": 82, "value": "ANZ-9247" }, { "end": 145, "label": "DRIVERLICENSENUM", "label_index": 1, "start": 132, "value": "DLN 78456219A" }, { "end": 177, "label": "FIRSTNAME", "label_index": 1, "star...
noisy
VEHICLE_REGISTRATION
ANZ-9247
en_AU
Hastily typed SMS from Australian driver after getting a speeding ticket, with typos, abbreviations, and informal chat style
standard
noisy_VEHICLE_REGISTRATION_f6063636
synthetic
en
Latn
Hi Sarah, thanks for the quick payment via UPI! I've received £250 from your ID john.doe@paytm to my wallet bc1qxy2kgdygjrsqtzq2n0yrf2493p83kkfjhx0wlh. Please ship the graphics card to my address in London: 14 Elm Street, Tottenham, N9 0XG. Your order #ORD-47892 is confirmed. TOTP code for tracking: 492817. Cheers, Mik...
[ { "end": 94, "label": "UPI_ID", "label_index": 1, "start": 80, "value": "john.doe@paytm" }, { "end": 150, "label": "BITCOINADDRESS", "label_index": 1, "start": 108, "value": "bc1qxy2kgdygjrsqtzq2n0yrf2493p83kkfjhx0wlh" }, { "end": 239, "label": "ZIPCODE", ...
evolving
POSTAL_CODE
N9 0XG
en_GB
Fintech seller confirming a cryptocurrency-related digital payment and providing shipping details with modern identifiers
standard
evolving_POSTAL_CODE_42885258
synthetic
en
Latn
Dear Gelsomina Cociarelli, Thank you for registering with our Italian healthcare portal. Here are your confirmed details: Full Name: Gelsomina Cociarelli Email: gelsomina.cociarelli@email.it Phone: +39 06 1234567 Date of Birth: 15/03/1985 ID Number: IT123456789 Please save this confirmation email for your records. ...
[ { "end": 25, "label": "FIRSTNAME", "label_index": 1, "start": 5, "value": "Gelsomina Cociarelli" }, { "end": 192, "label": "EMAIL", "label_index": 1, "start": 163, "value": "gelsomina.cociarelli@email.it" }, { "end": 214, "label": "PHONENUMBER", "label_ind...
basic
NAME
Gelsomina Cociarelli
it_IT
Healthcare portal registration confirmation email
full name
basic_NAME_ea25a846
synthetic
en
Latn
Hi Charles, your recent UPI payment of ₹2500 to merchant@paytm via charles04@phonepe was successful. Transaction ID: TXN7890123456. Next time, use your Aadhaar-linked 2FA code 748291 for faster auth. Wallet balance: ₹15,420. Questions? Reply or call 1800-419-8300.
[ { "end": 84, "label": "UPI_ID", "label_index": 1, "start": 67, "value": "charles04@phonepe" }, { "end": 62, "label": "UPI_ID", "label_index": 2, "start": 48, "value": "merchant@paytm" }, { "end": 130, "label": "MASKEDNUMBER", "label_index": 1, "start":...
evolving
BANK_UPI_ID
charles04@phonepe
en_IN
UPI payment confirmation message from a fintech app in India
standard
evolving_BANK_UPI_ID_46fddfd9
synthetic
en
Latn
DEBUG: User auth failed for ID: V48619467 . Retrying with fallback credentials. Full profile dump: {"nome":"Mario Rossi","codice_fiscale":"RSSMRA85A01H501Z","data_nascita":"1985-01-01","indirizzo":"Via Roma 123, Milano MI 20121"}. Check logs for IP: 192.168.1.45. Error code E- V48619467 -auth.
[ { "end": 41, "label": "IDCARDNUM", "label_index": 1, "start": 32, "value": "V48619467" }, { "end": 155, "label": "IDCARDNUM", "label_index": 1, "start": 139, "value": "RSSMRA85A01H501Z" }, { "end": 183, "label": "DOB", "label_index": 1, "start": 173, ...
adversarial
OTHER_NATIONAL_IDENTITY
V48619467
it_IT
Debug log from Italian authentication system with embedded user profile JSON, splitting national ID across log lines to evade detection
standard
adversarial_OTHER_NATIONAL_IDENTITY_5e7d688e
synthetic
en
Latn
Hi Sarah, regarding your query on the recent transfer from client Johnathan Reed (ID: 478392), the source IBAN used was GB48NTYD45173294605572, which matches the account held by Barclays under his name at 14 High Street, London. Note the product code NTYD4517 is unrelated—it's for our new savings plan. Please confirm b...
[ { "end": 142, "label": "ACCOUNTNUMBER", "label_index": 1, "start": 120, "value": "GB48NTYD45173294605572" }, { "end": 75, "label": "FIRSTNAME", "label_index": 1, "start": 66, "value": "Johnathan" }, { "end": 92, "label": "IDCARDNUM", "label_index": 1, ...
contextual
BANK_ACCOUNT
GB48NTYD45173294605572
en_GB
Bank customer service email discussing a transfer, distinguishing a real IBAN from a similar-looking product code NTYD4517
IBAN
contextual_BANK_ACCOUNT_390379b3
synthetic
en
Latn
Hey Sarah, can yu confirm the address for the delivry? Its 1245 Oak St, Winds0r ON N9R 1S7. Ph# is (519) 555-0123. Thx! Let me kno if need more deets or if its 9R instead lol.
[ { "end": 90, "label": "ZIPCODE", "label_index": 1, "start": 83, "value": "N9R 1S7" }, { "end": 82, "label": "STREET", "label_index": 1, "start": 72, "value": "Winds0r ON" }, { "end": 70, "label": "STREET", "label_index": 2, "start": 59, "value": "1...
noisy
POSTAL_CODE
N9R 1S7
en_CA
Hastily typed customer service chat with typos, abbreviations, OCR-like error in city name, and informal phrasing
standard
noisy_POSTAL_CODE_4dd6ab8c
synthetic
en
Latn
hey cust srv, got a issue with my mc card. last 4 digs 5358 but full # is 213181720725358. exp 12/27 CVC on back is 472. name on card J0hnathan R0ss. billed to 1427 Oak Str33t Apts #2B Atl4nta GA 30312. pls fix charge thx!
[ { "end": 89, "label": "CREDITCARDNUMBER", "label_index": 1, "start": 74, "value": "213181720725358" }, { "end": 100, "label": "DATE", "label_index": 1, "start": 95, "value": "12/27" }, { "end": 119, "label": "CVC", "label_index": 1, "start": 116, "...
noisy
CREDIT_CARD
213181720725358
en_US
Hastily typed customer service chat with typos, OCR-like errors (0 for o, 3 for e, 1 for l), inconsistent spacing, and informal abbreviations
Mastercard
noisy_CREDIT_CARD_ecc84ae1
synthetic
en
Latn
Salut Marie Dupont, Votre police d'assurance est active. Numéro d'assurance: AUT-7717933967 Assuré: Pierre Martin né le 15/03/1982 à Paris Paiement en retard de 150€ ! Veuillez régler vite svp Contact: 0145239876 ou email pierremartn@gmail.com Cordialmt, Service Client AXA (P.S. il y a eu un prblm avec le syst1me h...
[ { "end": 92, "label": "IDCARDNUM", "label_index": 1, "start": 78, "value": "AUT-7717933967" }, { "end": 18, "label": "FIRSTNAME", "label_index": 1, "start": 6, "value": "Marie Dupont" }, { "end": 114, "label": "FIRSTNAME", "label_index": 2, "start": 10...
noisy
INSURANCE_NUMBER
AUT-7717933967
fr_FR
Noisy customer service email in French with typos, abbreviations, missing punctuation, extra whitespace, and OCR-like errors (1 for l, syst1me) about an insurance policy reminder
standard
noisy_INSURANCE_NUMBER_c3da480c
synthetic
en
Latn
hey support my drivers licens F8093454 aint workin at the border check they say its expired but i renewed it last yr with Doug M3taner at the MTO office in toronto my DOB is 03/15/1982 and address is 124 York st T0R0NT0 ON help asap plz cant travel!!
[ { "end": 39, "label": "DRIVERLICENSENUM", "label_index": 1, "start": 31, "value": "F8093454" }, { "end": 187, "label": "DOB", "label_index": 1, "start": 177, "value": "03/15/1982" }, { "end": 136, "label": "FIRSTNAME", "label_index": 1, "start": 124, ...
noisy
DRIVER_LICENSE
F8093454
en_CA
Hastily typed customer service chat message complaining about driver's license issue at border, with typos, OCR-like errors (M3taner, T0R0NT0), informal abbreviations, and missing punctuation
standard
noisy_DRIVER_LICENSE_149e217a
synthetic
en
Latn
DEBUG: Failed authentication for user: Jan van der Berg (NL passport: G82951391 ) due to mismatch with registered DOB 15-04-1985 and address 'Kerkstraat 47, 1017 GA Amsterdam'. Check logs: passport_no=G82951391, bsn= 123456782 , phone= +31 20 1234567. Retrying in 5s...
[ { "end": 79, "label": "PASSPORTNUM", "label_index": 1, "start": 70, "value": "G82951391" }, { "end": 55, "label": "FIRSTNAME", "label_index": 1, "start": 39, "value": "Jan van der Berg" }, { "end": 129, "label": "DOB", "label_index": 1, "start": 119, ...
adversarial
PASSPORT_NUMBER
G82951391
nl_NL
Authentication error log from a Dutch banking system debug output, with PII embedded in key-value pairs, extra spaces, and split across fields to evade simple NER tokenization.
standard
adversarial_PASSPORT_NUMBER_e43449cb
synthetic
en
Latn
DEBUG: User profile sync error - invalid dob format? Check: 14/04/1949 (John A. Doe, DOB verification failed). SSN: 123-45-6789 masked as 123 45 6789 in log. Phone: +91 98765 43210. Address: 456 MG Road, Mumbai 400001. Retrying auth for email: john.doe94@gmail.com.
[ { "end": 70, "label": "DOB", "label_index": 1, "start": 60, "value": "14/04/1949" }, { "end": 127, "label": "SSN", "label_index": 1, "start": 116, "value": "123-45-6789" }, { "end": 149, "label": "SSN", "label_index": 2, "start": 138, "value": "123...
adversarial
DATE_OF_BIRTH
14/04/1949
en_IN
Debug log from a user authentication system showing PII in error messages with duplicated and spaced SSN for evasion testing
standard
adversarial_DATE_OF_BIRTH_ec1cc902
synthetic
en
Latn
Dear Mr. Müller, your recent visa application for Germany has been approved. Please submit your passport (No. C01X02Y03Z04) and proof of address in Vohenstrauß by 15/09/2024. Contact our office at +49 9601 123456 or email immigration@berlin.de. Your IBAN for fee payment: DE89 3704 0044 0532 0130 00. Best regards, Visa ...
[ { "end": 159, "label": "CITY", "label_index": 1, "start": 148, "value": "Vohenstrauß" }, { "end": 15, "label": "FIRSTNAME", "label_index": 1, "start": 5, "value": "Mr. Müller" }, { "end": 122, "label": "IDCARDNUM", "label_index": 1, "start": 110, "...
multilingual
NAMES_OF_PLACES_OR_NOUNS
Vohenstrauß
de_DE
Official email from German immigration office approving a visa application with document and payment details
standard
multilingual_NAMES_OF_PLACES_OR_NOUNS_c1f2a91e
synthetic
en
Latn