PII-Masking-2M European Release
Collection
2M+ synthetic PII dataset: 32 locales, 98 entity types, 5 industries + Open PII. • 20 items • Updated • 2
Datasets:
source_text stringclasses 1
value | masked_text stringlengths 125 1.06k | privacy_mask listlengths 1 22 | split stringclasses 1
value | uid int64 11M 11.2M | language stringlengths 2 2 | region stringlengths 2 2 | script stringclasses 2
values |
|---|---|---|---|---|---|---|---|
Available for enterprise customers — contact partnerships@ai4privacy.com | The practitioner notes for the sinus‑relief acupressure session record the patient’s [DATE_1], [AGE_1]‑year‑old [GENDER_1] with a [MEDICALRECORDNUM_1] who has a documented [ALLERGIES_1] to latex and a prior diagnosis of [DIAGNOSES_1] requiring careful selection of pressure points. | [
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},
{
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"value": "[REDACTED]",
"label_index": 1
},
{
"label": "GENDER",
"start": 118,
"end": 128,
"value": "[REDACTED]",
"lab... | preview | 11,192,621 | en | GB | Latn |
Available for enterprise customers — contact partnerships@ai4privacy.com | Κατά τη διάρκεια της συνεδρίας, θα καταγραφούν τα [HEIGHT_1] και [WEIGHT_1] του/της, ενώ ο/η [DOCTORNAME_1] θα ελέγξει τις [ALLERGIES_1] και τον/την [MEDICALRECORDNUM_1] για προσαρμογή του/της [TREATMENTINFO_1]. | [
{
"label": "HEIGHT",
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"value": "[REDACTED]",
"label_index": 1
},
{
"label": "WEIGHT",
"start": 61,
"end": 67,
"value": "[REDACTED]",
"label_index": 1
},
{
"label": "DOCTORNAME",
"start": 85,
"end": 101,
"value": "[REDACTED]",
... | preview | 11,000,511 | el | GR | Grek |
Available for enterprise customers — contact partnerships@ai4privacy.com | Medical conversation excerpt: "Hey, I just got my [IMMUNIZATIONSTATUS_1] update – all vaccines are current. My recent [TESTRESULTS_1] came back normal, but I'm still tracking my [GENETICINFO_1] info. Any thoughts on C74.1 (phaeochromocytoma) for my condition?" | [
{
"label": "IMMUNIZATIONSTATUS",
"start": 50,
"end": 65,
"value": "[REDACTED]",
"label_index": 1
},
{
"label": "TESTRESULTS",
"start": 111,
"end": 151,
"value": "[REDACTED]",
"label_index": 1
},
{
"label": "GENETICINFO",
"start": 196,
"end": 214,
"valu... | preview | 10,962,011 | en | CA | Latn |
Available for enterprise customers — contact partnerships@ai4privacy.com | Diario di insight cinematografico per il paziente [GIVENNAME_1] [SURNAME_1] (ID medico: [MEDICALRECORDNUM_1]), partecipante al trial sperimentale sul nuovo film terapeutico "Resilienza".
Il soggetto, di [AGE_1] anni, di sesso [SEX_1] e genere [GENDER_1], con diagnosi di [DIAGNOSES_1] sindrome dell'ovaio policistico, ha... | [
{
"label": "GIVENNAME",
"start": 50,
"end": 63,
"value": "[REDACTED]",
"label_index": 1
},
{
"label": "SURNAME",
"start": 64,
"end": 69,
"value": "[REDACTED]",
"label_index": 1
},
{
"label": "MEDICALRECORDNUM",
"start": 82,
"end": 97,
"value": "[REDACT... | preview | 11,233,439 | it | CH | Latn |
Available for enterprise customers — contact partnerships@ai4privacy.com | Het vervolg‑medisch verslag noteert: de patiënt heeft een lengte van [HEIGHT_1] en een gewicht van [WEIGHT_1]. Genetische profielen ([GENETICINFO_1]) en de bijbehorende ICD‑code (Q18.0 (branchial cleft cyst)) zijn opgeslagen voor toekomstige referentie, terwijl de huidige behandelingsinformatie ([TREATMENTINFO_1]) word... | [
{
"label": "HEIGHT",
"start": 69,
"end": 75,
"value": "[REDACTED]",
"label_index": 1
},
{
"label": "WEIGHT",
"start": 95,
"end": 100,
"value": "[REDACTED]",
"label_index": 1
},
{
"label": "GENETICINFO",
"start": 124,
"end": 139,
"value": "[REDACTED]",
... | preview | 11,064,786 | nl | NL | Latn |
Available for enterprise customers — contact partnerships@ai4privacy.com | Den seneste udlevering af medicinske oplysninger inkluderer receptinformation [PRESCRIPTIONINFO_1] og diagnoser såsom [DIAGNOSES_1]. Behandlingsplanen beskriver [TREATMENTINFO_1] og nylige testresultater viser [TESTRESULTS_1]. Patienten har registrerede allergier [ALLERGIES_1] og en funktionel funktionsstatus som [DISA... | [
{
"label": "PRESCRIPTIONINFO",
"start": 78,
"end": 120,
"value": "[REDACTED]",
"label_index": 1
},
{
"label": "DIAGNOSES",
"start": 140,
"end": 172,
"value": "[REDACTED]",
"label_index": 1
},
{
"label": "TREATMENTINFO",
"start": 202,
"end": 215,
"value... | preview | 11,051,363 | da | DK | Latn |
Available for enterprise customers — contact partnerships@ai4privacy.com | Der aktuelle Rezeptbericht listet das verschriebene Medikament [PRESCRIPTIONINFO_1] auf. Ausgestellt wurde das Rezept von [DOCTORNAME_1] in der Einrichtung [HOSPITALNAME_1]. Der zugehörige Klassifizierungscode ist J18.9 (Lungenentzündung). | [
{
"label": "PRESCRIPTIONINFO",
"start": 63,
"end": 128,
"value": "[REDACTED]",
"label_index": 1
},
{
"label": "DOCTORNAME",
"start": 167,
"end": 182,
"value": "[REDACTED]",
"label_index": 1
},
{
"label": "HOSPITALNAME",
"start": 202,
"end": 225,
"value... | preview | 11,039,519 | de | DE | Latn |
Available for enterprise customers — contact partnerships@ai4privacy.com | Nel digitale respiro di un'era, il corpo canta con [BLOODTYPE_1] che scorre, mentre le stelle della salute riportano [IMMUNIZATIONSTATUS_1] e [PREGNANCYSTATUS_1] come note di speranza; le diagnosi silenziose [DIAGNOSES_1] si mescolano con il ritmo della [TREATMENTINFO_1] in un'armonia di rinascita. | [
{
"label": "BLOODTYPE",
"start": 51,
"end": 53,
"value": "[REDACTED]",
"label_index": 1
},
{
"label": "IMMUNIZATIONSTATUS",
"start": 106,
"end": 129,
"value": "[REDACTED]",
"label_index": 1
},
{
"label": "PREGNANCYSTATUS",
"start": 132,
"end": 135,
"va... | preview | 11,008,671 | it | IT | Latn |
Available for enterprise customers — contact partnerships@ai4privacy.com | Flash Sale Alert – Exclusive Health & Wellness Bundle
Dear valued customer, we are thrilled to announce a limited‑time flash sale on our premium health‑monitoring kit, perfect for anyone monitoring their [HEALTHINSURANCENUM_1] benefits and personal wellness. The bundle includes a wearable device that tracks heart rate... | [
{
"label": "HEALTHINSURANCENUM",
"start": 205,
"end": 217,
"value": "[REDACTED]",
"label_index": 1
},
{
"label": "MEDICATION",
"start": 367,
"end": 394,
"value": "[REDACTED]",
"label_index": 1
},
{
"label": "GIVENNAME",
"start": 428,
"end": 433,
"value... | preview | 11,231,571 | en | GB | Latn |
Available for enterprise customers — contact partnerships@ai4privacy.com | Il referto medico del paziente [GIVENNAME_1] [SURNAME_1] (nato il [DATE_1]) indica un gruppo sanguigno [BLOODTYPE_1] e un peso di [WEIGHT_1]. | [
{
"label": "GIVENNAME",
"start": 31,
"end": 37,
"value": "[REDACTED]",
"label_index": 1
},
{
"label": "SURNAME",
"start": 38,
"end": 44,
"value": "[REDACTED]",
"label_index": 1
},
{
"label": "DATE",
"start": 54,
"end": 63,
"value": "[REDACTED]",
"l... | preview | 10,993,437 | it | IT | Latn |
Available for enterprise customers — contact partnerships@ai4privacy.com | Meie koostööpartner [DOCTORNAME_1] juhatab uut projekti, mis ühendab meditatsiooni ja geneetilised näitajad, sealhulgas [GENETICINFO_1], ning käsitleb vaimse tervise infot [MENTALHEALTHINFO_1].
Lisaks rõhutame immuniseerimisstaatus [IMMUNIZATIONSTATUS_1], rasedusstaatus [PREGNANCYSTATUS_1] ning vajadusel kohandatud lah... | [
{
"label": "DOCTORNAME",
"start": 20,
"end": 33,
"value": "[REDACTED]",
"label_index": 1
},
{
"label": "GENETICINFO",
"start": 119,
"end": 130,
"value": "[REDACTED]",
"label_index": 1
},
{
"label": "MENTALHEALTHINFO",
"start": 167,
"end": 183,
"value":... | preview | 11,206,787 | et | EE | Latn |
Available for enterprise customers — contact partnerships@ai4privacy.com | Mäluandmete kaitseks on sisestatud perekonna anamneesi sektsioon, mis sisaldab geneetilisi andmeid [GENETICINFO_1] ja vaimse tervise teavet [MENTALHEALTHINFO_1]. | [
{
"label": "GENETICINFO",
"start": 99,
"end": 126,
"value": "[REDACTED]",
"label_index": 1
},
{
"label": "MENTALHEALTHINFO",
"start": 152,
"end": 190,
"value": "[REDACTED]",
"label_index": 1
}
] | preview | 11,232,414 | et | EE | Latn |
Available for enterprise customers — contact partnerships@ai4privacy.com | Lista de medicamente curente, [MEDICATION_1], este revizuită lunar în colaborare cu [DOCTORNAME_1]. Pacientul raportează greutatea [WEIGHT_1] și înălțimea [HEIGHT_1] pentru ajustarea dozelor. În caz de sarcină, starea este notată ca [PREGNANCYSTATUS_1] pentru a adapta tratamentele. | [
{
"label": "MEDICATION",
"start": 30,
"end": 63,
"value": "[REDACTED]",
"label_index": 1
},
{
"label": "DOCTORNAME",
"start": 103,
"end": 112,
"value": "[REDACTED]",
"label_index": 1
},
{
"label": "WEIGHT",
"start": 145,
"end": 150,
"value": "[REDACTED... | preview | 11,164,346 | ro | RO | Latn |
Available for enterprise customers — contact partnerships@ai4privacy.com | Según los resultados de laboratorio, el paciente tiene un nivel de glucosa [TESTRESULTS_1] y se le ha prescrito [PRESCRIPTIONINFO_1] mientras se monitorea su alergia a [ALLERGIES_1]. | [
{
"label": "TESTRESULTS",
"start": 75,
"end": 96,
"value": "[REDACTED]",
"label_index": 1
},
{
"label": "PRESCRIPTIONINFO",
"start": 118,
"end": 194,
"value": "[REDACTED]",
"label_index": 1
},
{
"label": "ALLERGIES",
"start": 230,
"end": 239,
"value": ... | preview | 10,996,222 | es | MX | Latn |
Available for enterprise customers — contact partnerships@ai4privacy.com | Il paziente, nato il [DATE_1], ha [AGE_1] anni e si identifica come [GENDER_1]. Le sue misurazioni sono altezza [HEIGHT_1] e peso [WEIGHT_1]; il gruppo sanguigno è [BLOODTYPE_1]. Il numero di cartella clinica è [MEDICALRECORDNUM_1] e l'assicurazione sanitaria è [HEALTHINSURANCENUM_1]. Allergie note: [ALLERGIES_1]; stat... | [
{
"label": "DATE",
"start": 21,
"end": 40,
"value": "[REDACTED]",
"label_index": 1
},
{
"label": "AGE",
"start": 45,
"end": 47,
"value": "[REDACTED]",
"label_index": 1
},
{
"label": "GENDER",
"start": 74,
"end": 85,
"value": "[REDACTED]",
"label_in... | preview | 11,180,554 | it | CH | Latn |
Available for enterprise customers — contact partnerships@ai4privacy.com | Σε ένα ημερολόγιο παιδικών αναμνήσεων, η/ο [GIVENNAME_3] περιγράφει ένα βράδυ που λούθηκε με το αγαπημένο του/της παιχνίδι, το οποίο έφερε στο σχολείο ως σήμα φιλίας. Αναφέρει ότι τότε ήταν [AGE_1] ετών, με [SEX_1] φύλο, και είχε την αδυναμία [DISABILITYSTATUS_1] που απαιτούσε πρόσβαση σε ειδικές διευκολύνσεις στο σχολ... | [
{
"label": "GIVENNAME",
"start": 43,
"end": 50,
"value": "[REDACTED]",
"label_index": 3
},
{
"label": "AGE",
"start": 184,
"end": 186,
"value": "[REDACTED]",
"label_index": 1
},
{
"label": "SEX",
"start": 196,
"end": 197,
"value": "[REDACTED]",
"la... | preview | 11,118,404 | el | GR | Grek |
Available for enterprise customers — contact partnerships@ai4privacy.com | During the latest sound therapy session, the practitioner ([DOCTORNAME_1] at [HOSPITALNAME_1]) recorded a [MENTALHEALTHINFO_1] note and updated the [PRESCRIPTIONINFO_1] to include [MEDICATION_1] for better relaxation outcomes. | [
{
"label": "DOCTORNAME",
"start": 59,
"end": 78,
"value": "[REDACTED]",
"label_index": 1
},
{
"label": "HOSPITALNAME",
"start": 82,
"end": 130,
"value": "[REDACTED]",
"label_index": 1
},
{
"label": "MENTALHEALTHINFO",
"start": 143,
"end": 173,
"value":... | preview | 10,964,013 | da | DK | Latn |
Available for enterprise customers — contact partnerships@ai4privacy.com | Archeologų dienoraštis – diena 12: Šiandien ekskursijoje prie senovinės kapų vietos [GIVENNAME_1] [SURNAME_1] (gimęs [DATE_1]) aptiko neidentifikuotą žmogaus skeletą, kuriame išsaugoti [MEDICALRECORDNUM_1] ir [HEALTHINSURANCENUM_1] žymėjimai, leidžiantys spėti, kad asmuo turėjo prieigą prie sveikatos priežiūros viduram... | [
{
"label": "GIVENNAME",
"start": 84,
"end": 89,
"value": "[REDACTED]",
"label_index": 1
},
{
"label": "SURNAME",
"start": 90,
"end": 96,
"value": "[REDACTED]",
"label_index": 1
},
{
"label": "DATE",
"start": 104,
"end": 123,
"value": "[REDACTED]",
... | preview | 10,963,244 | lt | LT | Latn |
Available for enterprise customers — contact partnerships@ai4privacy.com | Pour la dégustation de vin, il est recommandé de vérifier que le participant a au moins [AGE_1] ans, conformément à la législation locale. Le maître de chai suggère de commencer par un vin blanc sec, suivi d'un rouge fruité, en notant les arômes et la texture sur la feuille de dégustation. Chaque étape doit être accomp... | [
{
"label": "AGE",
"start": 88,
"end": 90,
"value": "[REDACTED]",
"label_index": 1
}
] | preview | 10,991,936 | fr | CH | Latn |
Available for enterprise customers — contact partnerships@ai4privacy.com | Diary entry – training & wellness: Today I logged my run and noted my recent diagnosis of [DIAGNOSES_1]; treatment plan includes [TREATMENTINFO_1] and daily [MEDICATION_1]. Mental health check‑in shows stable mood, but I recorded my thoughts in [MENTALHEALTHINFO_1]. I also noted my disability status as [DISABILITYSTATU... | [
{
"label": "DIAGNOSES",
"start": 90,
"end": 113,
"value": "[REDACTED]",
"label_index": 1
},
{
"label": "TREATMENTINFO",
"start": 139,
"end": 147,
"value": "[REDACTED]",
"label_index": 1
},
{
"label": "MEDICATION",
"start": 158,
"end": 183,
"value": "[R... | preview | 11,042,382 | en | GB | Latn |
Available for enterprise customers — contact partnerships@ai4privacy.com | Jurnal de detoxifiere digitală – ziua 5
Astăzi am început ziua cu o sesiune de meditație de 15 minute, urmând să mă deconectez complet de la rețelele sociale pentru următoarele 8 ore. Am observat că, în acest interval, nivelul meu de stres a scăzut semnificativ, iar gândirea a devenit mai clară. Pentru a monitoriza st... | [
{
"label": "HEIGHT",
"start": 364,
"end": 370,
"value": "[REDACTED]",
"label_index": 1
},
{
"label": "WEIGHT",
"start": 384,
"end": 390,
"value": "[REDACTED]",
"label_index": 1
},
{
"label": "BLOODTYPE",
"start": 411,
"end": 413,
"value": "[REDACTED]",... | preview | 11,044,883 | ro | RO | Latn |
Available for enterprise customers — contact partnerships@ai4privacy.com | Applicant [GIVENNAME_1] [SURNAME_1] (DOB: [DATE_1]) is submitting a request for the Anticipatory Brain Health Program. Personal health summary: Age [AGE_1], Sex [SEX_1], Gender identity [GENDER_1], Height [HEIGHT_1], Weight [WEIGHT_1], Blood type [BLOODTYPE_1]. Medical identifiers: Medical Record No. [MEDICALRECORDNUM_... | [
{
"label": "GIVENNAME",
"start": 10,
"end": 21,
"value": "[REDACTED]",
"label_index": 1
},
{
"label": "SURNAME",
"start": 22,
"end": 28,
"value": "[REDACTED]",
"label_index": 1
},
{
"label": "DATE",
"start": 35,
"end": 54,
"value": "[REDACTED]",
"l... | preview | 11,145,202 | hr | HR | Latn |
Available for enterprise customers — contact partnerships@ai4privacy.com | Poštovani pretplatnici, obaveštavamo vas da je od danas potrebno ažurirati sve sekcije za sigurnost hrane uzimajući u obzir lične medicinske podatke zaposlenih, poput datuma rođenja [DATE_1] i jedinstvenog broja medicinske kartote [MEDICALRECORDNUM_1]; u slučaju alergija na određene sastojke, molimo da navedete konkret... | [
{
"label": "DATE",
"start": 182,
"end": 193,
"value": "[REDACTED]",
"label_index": 1
},
{
"label": "MEDICALRECORDNUM",
"start": 234,
"end": 248,
"value": "[REDACTED]",
"label_index": 1
},
{
"label": "ALLERGIES",
"start": 329,
"end": 332,
"value": "[RED... | preview | 11,178,316 | sr | RS | Latn |
Available for enterprise customers — contact partnerships@ai4privacy.com | Draudimo poliso numeris: [HEALTHINSURANCENUM_1], o paskutinės receptų detalės: [PRESCRIPTIONINFO_1] su diagnoze [DIAGNOSES_1]. | [
{
"label": "HEALTHINSURANCENUM",
"start": 25,
"end": 36,
"value": "[REDACTED]",
"label_index": 1
},
{
"label": "PRESCRIPTIONINFO",
"start": 68,
"end": 119,
"value": "[REDACTED]",
"label_index": 1
},
{
"label": "DIAGNOSES",
"start": 132,
"end": 152,
"va... | preview | 10,962,309 | lt | LT | Latn |
Available for enterprise customers — contact partnerships@ai4privacy.com | Pacienta medicīniskajā kartē, kura reģistrēta ar numuru [MEDICALRECORDNUM_1], ir norādīta dzimšanas diena [DATE_1] un vecums [AGE_1]; dzimums [SEX_1] un dzimumidentitāte [GENDER_1]. Augstums [HEIGHT_1] un svars [WEIGHT_1] tiek papildināti ar asins grupu [BLOODTYPE_1] un veselības apdrošināšanas polisi [HEALTHINSURANCEN... | [
{
"label": "MEDICALRECORDNUM",
"start": 56,
"end": 71,
"value": "[REDACTED]",
"label_index": 1
},
{
"label": "DATE",
"start": 101,
"end": 111,
"value": "[REDACTED]",
"label_index": 1
},
{
"label": "AGE",
"start": 122,
"end": 124,
"value": "[REDACTED]",... | preview | 11,162,726 | lv | LV | Latn |
Available for enterprise customers — contact partnerships@ai4privacy.com | [DATE_1] – Pacijent [GIVENNAME_1] [SURNAME_1] ima [AGE_1] godina, pol [SEX_1]. Krvna grupa: [BLOODTYPE_1]. Dijagnoze: [DIAGNOSES_1]. Propisana terapija: [PRESCRIPTIONINFO_1]. | [
{
"label": "DATE",
"start": 0,
"end": 10,
"value": "[REDACTED]",
"label_index": 1
},
{
"label": "GIVENNAME",
"start": 22,
"end": 37,
"value": "[REDACTED]",
"label_index": 1
},
{
"label": "SURNAME",
"start": 38,
"end": 44,
"value": "[REDACTED]",
"la... | preview | 11,034,929 | sr | RS | Latn |
Available for enterprise customers — contact partnerships@ai4privacy.com | Bonjour, nous assistons les nouveaux arrivants dans la mise à jour de leurs dossiers de vaccination ; merci de fournir votre date de naissance [DATE_1] ainsi que le code médical correspondant à vos vaccins précédents Q77.7 (dysplasie anauxétique type 1). Veuillez aussi préciser le nom de l’établissement où vous avez re... | [
{
"label": "DATE",
"start": 143,
"end": 153,
"value": "[REDACTED]",
"label_index": 1
},
{
"label": "HOSPITALNAME",
"start": 337,
"end": 373,
"value": "[REDACTED]",
"label_index": 1
},
{
"label": "HEALTHINSURANCENUM",
"start": 408,
"end": 422,
"value": ... | preview | 11,227,318 | fr | CA | Latn |
Available for enterprise customers — contact partnerships@ai4privacy.com | For hver deltager registrerer vi højde ([HEIGHT_1]), vægt ([WEIGHT_1]), blodtype ([BLOODTYPE_1]) og eventuelle allergier ([ALLERGIES_1]). Derudover noteres genetisk information ([GENETICINFO_1]) samt mentale sundhedsoplysninger ([MENTALHEALTHINFO_1]) for at tilpasse ayurvediske dosha-anbefalinger. Vaccinationsstatus ([... | [
{
"label": "HEIGHT",
"start": 40,
"end": 46,
"value": "[REDACTED]",
"label_index": 1
},
{
"label": "WEIGHT",
"start": 55,
"end": 60,
"value": "[REDACTED]",
"label_index": 1
},
{
"label": "BLOODTYPE",
"start": 73,
"end": 75,
"value": "[REDACTED]",
"... | preview | 11,199,517 | da | DK | Latn |
Available for enterprise customers — contact partnerships@ai4privacy.com | El seguro de salud del paciente está registrado bajo el número [HEALTHINSURANCENUM_1]; además, su condición de discapacidad se indica como [DISABILITYSTATUS_1] y su información genética contiene [GENETICINFO_1]. | [
{
"label": "HEALTHINSURANCENUM",
"start": 63,
"end": 77,
"value": "[REDACTED]",
"label_index": 1
},
{
"label": "DISABILITYSTATUS",
"start": 131,
"end": 149,
"value": "[REDACTED]",
"label_index": 1
},
{
"label": "GENETICINFO",
"start": 185,
"end": 214,
... | preview | 11,219,199 | es | MX | Latn |
Available for enterprise customers — contact partnerships@ai4privacy.com | Uczestniczka zgłosiła, że jej status niepełnosprawności to [DISABILITYSTATUS_1], a genetyczne badanie wykazało [GENETICINFO_1]; dodatkowo odnotowano historię zdrowia psychicznego [MENTALHEALTHINFO_1] i aktualny stan szczepień [IMMUNIZATIONSTATUS_1]. | [
{
"label": "DISABILITYSTATUS",
"start": 59,
"end": 72,
"value": "[REDACTED]",
"label_index": 1
},
{
"label": "GENETICINFO",
"start": 104,
"end": 115,
"value": "[REDACTED]",
"label_index": 1
},
{
"label": "MENTALHEALTHINFO",
"start": 168,
"end": 183,
"v... | preview | 11,160,009 | pl | PL | Latn |
Available for enterprise customers — contact partnerships@ai4privacy.com | Im Rahmen unseres Community‑Outreach‑Programms sollen Kleidung und Textilien an Personen mit besonderen gesundheitlichen Bedürfnissen verteilt werden; dabei berücksichtigen wir Empfänger mit Behinderung ([DISABILITYSTATUS_1]), Allergien ([ALLERGIES_1]) oder speziellen Diäten, und wir bitten die Spender, mögliche reizen... | [
{
"label": "DISABILITYSTATUS",
"start": 204,
"end": 214,
"value": "[REDACTED]",
"label_index": 1
},
{
"label": "ALLERGIES",
"start": 228,
"end": 243,
"value": "[REDACTED]",
"label_index": 1
},
{
"label": "GIVENNAME",
"start": 384,
"end": 397,
"value": ... | preview | 11,118,008 | de | CH | Latn |
Available for enterprise customers — contact partnerships@ai4privacy.com | Interní memo – Penetrace trhu s novým doplňkem pro mužské zdraví
Cílem tohoto dokumentu je analyzovat vstupní strategii pro produkt "VigorMax" na český a středoevropský trh. Na základě demografických údajů je klíčové zaměřit se na muže ve věku [AGE_1] a s výškou [HEIGHT_1], kteří mají aktivní zdravotní pojištění číslo ... | [
{
"label": "AGE",
"start": 244,
"end": 246,
"value": "[REDACTED]",
"label_index": 1
},
{
"label": "HEIGHT",
"start": 258,
"end": 264,
"value": "[REDACTED]",
"label_index": 1
},
{
"label": "HEALTHINSURANCENUM",
"start": 311,
"end": 322,
"value": "[REDAC... | preview | 11,038,962 | cs | CZ | Latn |
Available for enterprise customers — contact partnerships@ai4privacy.com | Meie uues töövoos on prioriteediks täpne meditsiiniline kodeerimine kasutades koodi E83.0 (Menkes disease) seoses viimaste labori [TESTRESULTS_1] tulemustega. Samuti on oluline, et patsiendi [HEIGHT_1] ja [WEIGHT_1] mõõdud oleksid sisestatud enne raviplaani koostamist, milles detailselt kirjeldate [TREATMENTINFO_1]. Pa... | [
{
"label": "TESTRESULTS",
"start": 130,
"end": 147,
"value": "[REDACTED]",
"label_index": 1
},
{
"label": "HEIGHT",
"start": 193,
"end": 199,
"value": "[REDACTED]",
"label_index": 1
},
{
"label": "WEIGHT",
"start": 203,
"end": 208,
"value": "[REDACTED]... | preview | 11,123,825 | et | EE | Latn |
Available for enterprise customers — contact partnerships@ai4privacy.com | Tervehdys, [GIVENNAME_1] – terveyslomakkeesi päivitetään ennen seuraavaa rokotuskierrosta, jotta voimme varmistaa ikäsi [AGE_1] vuotta sekä verenluontosi [BLOODTYPE_1] on asianmukaisesti huomioitu. Ole hyvä ja vahvista syntymäaikasi [DATE_1] sekä ilmoita mahdolliset allergiat, kuten [ALLERGIES_1], ja tarkista, että imm... | [
{
"label": "GIVENNAME",
"start": 11,
"end": 16,
"value": "[REDACTED]",
"label_index": 1
},
{
"label": "AGE",
"start": 112,
"end": 114,
"value": "[REDACTED]",
"label_index": 1
},
{
"label": "BLOODTYPE",
"start": 141,
"end": 143,
"value": "[REDACTED]",
... | preview | 11,175,735 | fi | FI | Latn |
Available for enterprise customers — contact partnerships@ai4privacy.com | Ο ασθενής [GIVENNAME_1] [SURNAME_1] με αριθμό μητρώου [MEDICALRECORDNUM_1] έχει ασφαλιστικό αριθμό [HEALTHINSURANCENUM_1]. Η διάγνωση του είναι [DIAGNOSES_1] και η προτεινόμενη θεραπεία περιλαμβάνει [TREATMENTINFO_1]. | [
{
"label": "GIVENNAME",
"start": 10,
"end": 32,
"value": "[REDACTED]",
"label_index": 1
},
{
"label": "SURNAME",
"start": 33,
"end": 42,
"value": "[REDACTED]",
"label_index": 1
},
{
"label": "MEDICALRECORDNUM",
"start": 61,
"end": 77,
"value": "[REDACT... | preview | 11,065,304 | el | GR | Grek |
Available for enterprise customers — contact partnerships@ai4privacy.com | Lūdzu, pārbaudiet, ka pacienta [DATE_1] ir norādīta pareizi, viņa vecums ir [AGE_1] gadi, dzimums – [GENDER_1], augstums [HEIGHT_1] un svars [WEIGHT_1]; asins grupa ir [BLOODTYPE_1], medicīniskā kartes numurs – [MEDICALRECORDNUM_1], veselības apdrošināšanas numurs – [HEALTHINSURANCENUM_1]. Diagnoze: [DIAGNOSES_1], pašl... | [
{
"label": "DATE",
"start": 31,
"end": 50,
"value": "[REDACTED]",
"label_index": 1
},
{
"label": "AGE",
"start": 87,
"end": 89,
"value": "[REDACTED]",
"label_index": 1
},
{
"label": "GENDER",
"start": 106,
"end": 114,
"value": "[REDACTED]",
"label_... | preview | 10,957,960 | lv | LV | Latn |
Available for enterprise customers — contact partnerships@ai4privacy.com | The emergency medical kit is stocked with supplies for patients with [ALLERGIES_1] and includes antidotes for [MEDICATION_1]. | [
{
"label": "ALLERGIES",
"start": 69,
"end": 73,
"value": "[REDACTED]",
"label_index": 1
},
{
"label": "MEDICATION",
"start": 101,
"end": 130,
"value": "[REDACTED]",
"label_index": 1
}
] | preview | 10,967,543 | en | IN | Latn |
Available for enterprise customers — contact partnerships@ai4privacy.com | Subject: Osteopenia Management Plan\nPatient ID: [MEDICALRECORDNUM_1]\nDiagnosis Code: A98.4 (Ebola hemorrhagic fever) (osteopenia)\nRecommended treatment: [TREATMENTINFO_1] and calcium/vitamin D supplementation. Current prescription: [PRESCRIPTIONINFO_1]. Note allergies: [ALLERGIES_1]. | [
{
"label": "MEDICALRECORDNUM",
"start": 49,
"end": 62,
"value": "[REDACTED]",
"label_index": 1
},
{
"label": "TREATMENTINFO",
"start": 149,
"end": 165,
"value": "[REDACTED]",
"label_index": 1
},
{
"label": "PRESCRIPTIONINFO",
"start": 227,
"end": 272,
... | preview | 11,019,759 | en | CA | Latn |
Available for enterprise customers — contact partnerships@ai4privacy.com | En el memorándum de sostenibilidad, la directora [DOCTORNAME_1] señala que el cultivo de hierbas medicinales debe cumplir con normativas de salud pública, considerando el número de seguro médico del responsable del proyecto ([HEALTHINSURANCENUM_1]) y la necesidad de registrar cualquier efecto adverso en el registro de ... | [
{
"label": "DOCTORNAME",
"start": 49,
"end": 71,
"value": "[REDACTED]",
"label_index": 1
},
{
"label": "HEALTHINSURANCENUM",
"start": 233,
"end": 244,
"value": "[REDACTED]",
"label_index": 1
},
{
"label": "MEDICATION",
"start": 331,
"end": 367,
"value"... | preview | 11,216,195 | es | MX | Latn |
Available for enterprise customers — contact partnerships@ai4privacy.com | Um die Standardisierung internationaler Impfbescheinigungen zu gewährleisten, muss jede Bescheinigung den Namen des behandelnden Arztes ([DOCTORNAME_1]) und das Krankenhaus ([HOSPITALNAME_1]) enthalten. Zusätzlich ist die Angabe der Blutgruppe ([BLOODTYPE_1]) und des zugehörigen medizinischen Codes (E75.0 (Sandhoff-Kra... | [
{
"label": "DOCTORNAME",
"start": 137,
"end": 148,
"value": "[REDACTED]",
"label_index": 1
},
{
"label": "HOSPITALNAME",
"start": 171,
"end": 185,
"value": "[REDACTED]",
"label_index": 1
},
{
"label": "BLOODTYPE",
"start": 240,
"end": 242,
"value": "[R... | preview | 11,114,650 | de | AT | Latn |
Available for enterprise customers — contact partnerships@ai4privacy.com | Η συνομιλία μεταξύ ασθενούς και νοσηλευτή: "Θα ήθελα να ενημερώσω το ιατρικό μου αρχείο με την ημερομηνία γέννησής μου [DATE_1] και τον αριθμό φακέλου μου [MEDICALRECORDNUM_1]." Ο νοσηλευτής απαντά: "Παρακαλώ στείλτε τα στοιχεία της συνταγής σας [PRESCRIPTIONINFO_1] καθώς και τα πρόσφατα αποτελέσματα εξετάσεων [TESTRES... | [
{
"label": "DATE",
"start": 119,
"end": 138,
"value": "[REDACTED]",
"label_index": 1
},
{
"label": "MEDICALRECORDNUM",
"start": 166,
"end": 180,
"value": "[REDACTED]",
"label_index": 1
},
{
"label": "PRESCRIPTIONINFO",
"start": 251,
"end": 294,
"value"... | preview | 11,083,972 | el | GR | Grek |
Available for enterprise customers — contact partnerships@ai4privacy.com | Our new health‑app onboarding screen asks users to input their height ([HEIGHT_1]) and weight ([WEIGHT_1]) to personalise daily calorie targets, while assuring that all data will be stored encrypted. | [
{
"label": "HEIGHT",
"start": 71,
"end": 75,
"value": "[REDACTED]",
"label_index": 1
},
{
"label": "WEIGHT",
"start": 89,
"end": 96,
"value": "[REDACTED]",
"label_index": 1
}
] | preview | 11,060,565 | en | GB | Latn |
Available for enterprise customers — contact partnerships@ai4privacy.com | Il rapporto medico di [GIVENNAME_1] [SURNAME_1], nato il [DATE_1] (età [AGE_1] anni), indica sesso biologico [SEX_1] e identità di genere [GENDER_1]. Al suo arrivo presso [HOSPITALNAME_1], con numero di cartella clinica [MEDICALRECORDNUM_1] e assicurazione sanitaria [HEALTHINSURANCENUM_1], sono stati registrati altezza... | [
{
"label": "GIVENNAME",
"start": 22,
"end": 30,
"value": "[REDACTED]",
"label_index": 1
},
{
"label": "SURNAME",
"start": 31,
"end": 37,
"value": "[REDACTED]",
"label_index": 1
},
{
"label": "DATE",
"start": 47,
"end": 57,
"value": "[REDACTED]",
"l... | preview | 11,015,907 | it | CH | Latn |
Available for enterprise customers — contact partnerships@ai4privacy.com | Resultaten från senaste blodprovet visar [TESTRESULTS_1] och fysioterapin [TREATMENTINFO_1] har rekommenderats för att förbättra rörligheten. | [
{
"label": "TESTRESULTS",
"start": 41,
"end": 82,
"value": "[REDACTED]",
"label_index": 1
},
{
"label": "TREATMENTINFO",
"start": 100,
"end": 112,
"value": "[REDACTED]",
"label_index": 1
}
] | preview | 11,041,726 | sv | SE | Latn |
Available for enterprise customers — contact partnerships@ai4privacy.com | Ricorda: anche se il tuo G37.3 (mielite trasversa) indica una condizione cronica, il supporto del team sanitario, la tua [GENDER_1] determinazione e i valori di [AGE_1] anni possono trasformare ogni giorno in una opportunità di crescita. | [
{
"label": "GENDER",
"start": 121,
"end": 128,
"value": "[REDACTED]",
"label_index": 1
},
{
"label": "AGE",
"start": 158,
"end": 160,
"value": "[REDACTED]",
"label_index": 1
}
] | preview | 10,969,258 | it | IT | Latn |
Available for enterprise customers — contact partnerships@ai4privacy.com | In den postkolonialen Gedichten wird die Identität des Dichters, dargestellt durch das Geschlecht [GENDER_1] und die metaphorische Körpergröße [HEIGHT_1], als Metapher für die historischen Lasten verwendet. Zusätzliche Ebenen entstehen durch Verweise auf körperliche Belastungen wie das Gewicht [WEIGHT_1] und mögliche B... | [
{
"label": "GENDER",
"start": 98,
"end": 110,
"value": "[REDACTED]",
"label_index": 1
},
{
"label": "HEIGHT",
"start": 145,
"end": 151,
"value": "[REDACTED]",
"label_index": 1
},
{
"label": "WEIGHT",
"start": 293,
"end": 298,
"value": "[REDACTED]",
... | preview | 11,087,307 | de | DE | Latn |
Available for enterprise customers — contact partnerships@ai4privacy.com | Eligibility Memorandum:
Patient: [GIVENNAME_1] [SURNAME_1]
DOB: [DATE_1] (Age: [AGE_1])
Sex: [SEX_1] | Height: [HEIGHT_1] | Weight: [WEIGHT_1]
Blood Type: [BLOODTYPE_1]
Medical Record #: [MEDICALRECORDNUM_1]
Health Insurance #: [HEALTHINSURANCENUM_1]
Diagnoses: [DIAGNOSES_1]
Current Treatment: [TREATMENTINFO_1]
Recent ... | [
{
"label": "GIVENNAME",
"start": 33,
"end": 44,
"value": "[REDACTED]",
"label_index": 1
},
{
"label": "SURNAME",
"start": 45,
"end": 63,
"value": "[REDACTED]",
"label_index": 1
},
{
"label": "DATE",
"start": 69,
"end": 79,
"value": "[REDACTED]",
"l... | preview | 10,998,868 | en | CA | Latn |
Available for enterprise customers — contact partnerships@ai4privacy.com | The employee health insurance claim for [GIVENNAME_1] references policy number [HEALTHINSURANCENUM_1] and includes test results [TESTRESULTS_1] and treatment info [TREATMENTINFO_1] performed at [HOSPITALNAME_1] under Dr. [DOCTORNAME_1], coded with medical code G31.0 (frontotemporal dementia). | [
{
"label": "GIVENNAME",
"start": 40,
"end": 46,
"value": "[REDACTED]",
"label_index": 1
},
{
"label": "HEALTHINSURANCENUM",
"start": 72,
"end": 82,
"value": "[REDACTED]",
"label_index": 1
},
{
"label": "TESTRESULTS",
"start": 109,
"end": 130,
"value": ... | preview | 10,991,579 | en | CA | Latn |
Available for enterprise customers — contact partnerships@ai4privacy.com | During a virtual safety drill, the on‑site occupational health nurse, [DOCTORNAME_1], consulted with a construction worker about his recent asthma diagnosis and the need to wear a respirator in the AR simulation. The nurse referenced the worker’s records from [HOSPITALNAME_1], noting that his latest [TESTRESULTS_1] sh... | [
{
"label": "DOCTORNAME",
"start": 70,
"end": 82,
"value": "[REDACTED]",
"label_index": 1
},
{
"label": "HOSPITALNAME",
"start": 259,
"end": 292,
"value": "[REDACTED]",
"label_index": 1
},
{
"label": "TESTRESULTS",
"start": 317,
"end": 348,
"value": "[R... | preview | 11,102,768 | en | CA | Latn |
Available for enterprise customers — contact partnerships@ai4privacy.com | Pacientul [GIVENNAME_1] [SURNAME_1] are [AGE_1] ani, data nașterii este [DATE_1], sexul este [SEX_1] și înălțimea este [HEIGHT_1]. | [
{
"label": "GIVENNAME",
"start": 10,
"end": 15,
"value": "[REDACTED]",
"label_index": 1
},
{
"label": "SURNAME",
"start": 16,
"end": 20,
"value": "[REDACTED]",
"label_index": 1
},
{
"label": "AGE",
"start": 25,
"end": 27,
"value": "[REDACTED]",
"la... | preview | 10,997,832 | ro | RO | Latn |
PII Masking Personal Health & Medical Information (PHI) — Preview
50 sample entries from the PII-Masking-2M European release by AI4Privacy.
Source text and PII values are redacted in this preview. Contact us for full access.
Label Distribution
Language Distribution
European Coverage
Full Dataset
The complete dataset is available at ai4privacy/pii-masking-health-phi-200k.
Part of PII-Masking-2M
| Dataset | Category |
|---|---|
| pii-masking-health-phi | Personal Health Information |
| pii-masking-financial-pfi | Personal Financial Information |
| pii-masking-digital-pdi | Personal Digital Information |
| pii-masking-work-pwi | Personal Work & HR Information |
| pii-masking-location-pli | Personal Location & Travel Information |
| pii-masking-openpii | General Open PII |
Contact
- Partnerships: partnerships@ai4privacy.com
- Website: ai4privacy.com
- Discord: https://discord.gg/FmzWshaaQT
Ai4Privacy is a project affiliated with Ai Suisse SA.
p5y Data Analytics
This dataset is built on the p5y framework - think of it as i18n but for privacy. Just as i18n (internationalization) translates content into different locales, p5y translates sensitive data into privacy-safe formats through a standardized 3-step approach:
- Awareness - Scan and markup private entities in unstructured text, producing a structured privacy mask with entity types, distribution, density, and risk assessment.
- Protection - Control identified personal data through masking, pseudonymization, or k-anonymization, tailored to the specific use case and regulatory requirements.
- Quality Assurance - Measure remaining privacy risk after anonymization, evaluating de-anonymization risks through expert annotation and automated assessment.
Learn more at p5y.org
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