tknika/gliner2-PII-basque
0.3B • Updated • 55
Datasets:
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Ane Azkune 1975eko martxoaren 8an jaio zen Eibarn eta gaur 65 urte ditu. | {
"person name": [
"Ane Azkune"
],
"date of birth": [
"1975eko martxoaren 8an"
],
"city": [
"Eibar"
],
"age": [
"65 urte"
]
} |
Escríbanle a Antonio Fernández a la dirección maría.garcía@euskaltel.eus. | {
"person name": [
"Antonio Fernández"
],
"email": [
"maría.garcía@euskaltel.eus"
]
} |
Gaur eguraldi ederra egiten du eta mendira joango gara lagunekin afaldu ondoren. | {} |
The weather looks great this weekend for hiking in the mountains with friends. | {} |
Txartelaren zenbakia 4026 5423 5116 1552 da eta urtarrilaren 9, 2027 arte balio du. | {
"credit card number": [
"4026 5423 5116 1552"
],
"date": [
"urtarrilaren 9, 2027"
]
} |
Hola, soy Lucía Martínez y vivo en Calle Alcalá 120, 28020. Mi DNI es 58537831W y mi teléfono, 693 103 413. | {
"person name": [
"Lucía Martínez"
],
"address": [
"Calle Alcalá 120"
],
"zip code": [
"28020"
],
"national id": [
"58537831W"
],
"phone number": [
"693 103 413"
]
} |
Bekaren dirua ES02 2095 6065 45 9489760430 kontura bidaliko dute Irati Zubietaentzat. | {
"bank account number": [
"ES02 2095 6065 45 9489760430"
],
"person name": [
"Irati Zubieta"
]
} |
Emily Johnson moved to Berlin last year for a new job. | {
"person name": [
"Emily Johnson"
],
"location": [
"Berlin"
]
} |
Txartelaren zenbakia 4835 0305 6413 9533 da eta uztailaren 16, 2027 arte balio du. | {
"credit card number": [
"4835 0305 6413 9533"
],
"date": [
"uztailaren 16, 2027"
]
} |
Pedro Sánchez nació el 9 de diciembre de 1994 en Zaragoza y tiene 55 años. | {
"person name": [
"Pedro Sánchez"
],
"date of birth": [
"9 de diciembre de 1994"
],
"city": [
"Zaragoza"
],
"age": [
"55 años"
]
} |
Unai Etxeberriaek eta Oihana Larrinagak Iberdrola enpresan egiten dute lan Bilbon. | {
"person name": [
"Unai Etxeberria",
"Oihana Larrinaga"
],
"organization": [
"Iberdrola"
],
"location": [
"Bilbo"
]
} |
The weather looks great this weekend for hiking in the mountains with friends. | {} |
Eneko Gartziandia irakaslea da; aitor.mendizabal@outlook.com helbidean idatz dezakezu. | {
"person name": [
"Eneko Gartziandia"
],
"email": [
"aitor.mendizabal@outlook.com"
]
} |
Mañana habrá sol en toda la región y las playas estarán llenas de gente. | {} |
Amaia Bengoetxea 1970eko urtarrilaren 15an jaio zen Hernanin eta gaur 64 urte ditu. | {
"person name": [
"Amaia Bengoetxea"
],
"date of birth": [
"1970eko urtarrilaren 15an"
],
"city": [
"Hernani"
],
"age": [
"64 urte"
]
} |
Hello, my name is Michael Brown and I live at Elm Road 7B. Contact me at michael.brown@gmail.com or 652 880 957. | {
"person name": [
"Michael Brown"
],
"address": [
"Elm Road 7B"
],
"email": [
"michael.brown@gmail.com"
],
"phone number": [
"652 880 957"
]
} |
Txartelaren zenbakia 4303 9117 1822 7824 da eta urriaren 17, 2026 arte balio du. | {
"credit card number": [
"4303 9117 1822 7824"
],
"date": [
"urriaren 17, 2026"
]
} |
Mañana habrá sol en toda la región y las playas estarán llenas de gente. | {} |
Jar zaitezte harremanetan Eneko Gartziandiarekin 687 133 150 telefono-zenbakian. | {
"person name": [
"Eneko Gartziandia"
],
"phone number": [
"687 133 150"
]
} |
Hello, my name is John Smith and I live at Main Street 42. Contact me at john.smith@gmail.com or 610 518 347. | {
"person name": [
"John Smith"
],
"address": [
"Main Street 42"
],
"email": [
"john.smith@gmail.com"
],
"phone number": [
"610 518 347"
]
} |
Bekaren dirua ES78 0075 6669 24 0405126228 kontura bidaliko dute Leire Odrizolaentzat. | {
"bank account number": [
"ES78 0075 6669 24 0405126228"
],
"person name": [
"Leire Odrizola"
]
} |
El número de tarjeta 4010 6513 3387 2620 caduca el 15 de abril de 2026. | {
"credit card number": [
"4010 6513 3387 2620"
],
"date": [
"15 de abril de 2026"
]
} |
Mikel Urkizu 1960eko apirilaren 3an jaio zen Ondarroan eta gaur 28 urte ditu. | {
"person name": [
"Mikel Urkizu"
],
"date of birth": [
"1960eko apirilaren 3an"
],
"city": [
"Ondarroa"
],
"age": [
"28 urte"
]
} |
The card number 4026 0647 4687 2348 expires on October 2, 2025. | {
"credit card number": [
"4026 0647 4687 2348"
],
"date": [
"October 2, 2025"
]
} |
Kaixo, Oihana Larrinaga naiz, Nafarroa kalea 17-n bizi naiz, 48017. Nire NAN-a 31130263Q da eta telefonoa 608 121 913. Posta: oihana.larrinaga@yahoo.es. | {
"person name": [
"Oihana Larrinaga"
],
"address": [
"Nafarroa kalea 17"
],
"zip code": [
"48017"
],
"national id": [
"31130263Q"
],
"phone number": [
"608 121 913"
],
"email": [
"oihana.larrinaga@yahoo.es"
]
} |
Escríbanle a María García a la dirección lucía.martínez@euskaltel.eus. | {
"person name": [
"María García"
],
"email": [
"lucía.martínez@euskaltel.eus"
]
} |
Gaur eguraldi ederra egiten du eta mendira joango gara lagunekin afaldu ondoren. | {} |
The weather looks great this weekend for hiking in the mountains with friends. | {} |
Nire kontu-zenbakia ES96 0049 7491 40 4018948187 da, BBVA bankukoa. | {
"bank account number": [
"ES96 0049 7491 40 4018948187"
],
"organization": [
"BBVA"
]
} |
Hola, soy Lucía Martínez y vivo en Avenida de la Libertad 14, 28017. Mi DNI es 45594597H y mi teléfono, 625 135 427. | {
"person name": [
"Lucía Martínez"
],
"address": [
"Avenida de la Libertad 14"
],
"zip code": [
"28017"
],
"national id": [
"45594597H"
],
"phone number": [
"625 135 427"
]
} |
Txartelaren zenbakia 4124 1182 4493 5345 da eta maiatzaren 16, 2027 arte balio du. | {
"credit card number": [
"4124 1182 4493 5345"
],
"date": [
"maiatzaren 16, 2027"
]
} |
The card number 4400 5242 7868 0118 expires on September 5, 2027. | {
"credit card number": [
"4400 5242 7868 0118"
],
"date": [
"September 5, 2027"
]
} |
Gaur eguraldi ederra egiten du eta mendira joango gara lagunekin afaldu ondoren. | {} |
Hola, soy Carmen Ruiz y vivo en Calle Alcalá 120, 28002. Mi DNI es 58024342B y mi teléfono, 633 158 692. | {
"person name": [
"Carmen Ruiz"
],
"address": [
"Calle Alcalá 120"
],
"zip code": [
"28002"
],
"national id": [
"58024342B"
],
"phone number": [
"633 158 692"
]
} |
Ane Azkune irakaslea da; maialen.arrizabalaga@ikasle.ehu.eus helbidean idatz dezakezu. | {
"person name": [
"Ane Azkune"
],
"email": [
"maialen.arrizabalaga@ikasle.ehu.eus"
]
} |
Please transfer the funds to account ES56 2095 1771 48 3745927824 at Santander. | {
"bank account number": [
"ES56 2095 1771 48 3745927824"
],
"organization": [
"Santander"
]
} |
Jar zaitezte harremanetan Amaia Bengoetxearekin 633 036 541 telefono-zenbakian. | {
"person name": [
"Amaia Bengoetxea"
],
"phone number": [
"633 036 541"
]
} |
El número de tarjeta 4850 1429 4019 6556 caduca el 20 de septiembre de 2026. | {
"credit card number": [
"4850 1429 4019 6556"
],
"date": [
"20 de septiembre de 2026"
]
} |
Aitor Mendizabalek eta Mikel Urkizuk CAF enpresan egiten dute lan Bilbon. | {
"person name": [
"Aitor Mendizabal",
"Mikel Urkizu"
],
"organization": [
"CAF"
],
"location": [
"Bilbo"
]
} |
Hello, my name is Michael Brown and I live at King's Lane 9. Contact me at michael.brown@ikasle.ehu.eus or 614 846 564. | {
"person name": [
"Michael Brown"
],
"address": [
"King's Lane 9"
],
"email": [
"michael.brown@ikasle.ehu.eus"
],
"phone number": [
"614 846 564"
]
} |
Maialen Arrizabalaga irakaslea da; amaia.bengoetxea@yahoo.es helbidean idatz dezakezu. | {
"person name": [
"Maialen Arrizabalaga"
],
"email": [
"amaia.bengoetxea@yahoo.es"
]
} |
El número de tarjeta 4995 7773 8721 4895 caduca el 3 de abril de 2026. | {
"credit card number": [
"4995 7773 8721 4895"
],
"date": [
"3 de abril de 2026"
]
} |
Kaixo, Mikel Urkizu naiz, Ercilla kalea 21-n bizi naiz, 48016. Nire NAN-a 92043803B da eta telefonoa 617 693 676. Posta: mikel.urkizu@gmail.com. | {
"person name": [
"Mikel Urkizu"
],
"address": [
"Ercilla kalea 21"
],
"zip code": [
"48016"
],
"national id": [
"92043803B"
],
"phone number": [
"617 693 676"
],
"email": [
"mikel.urkizu@gmail.com"
]
} |
Hello, my name is Sarah Davis and I live at Elm Road 7B. Contact me at sarah.davis@gmail.com or 687 083 172. | {
"person name": [
"Sarah Davis"
],
"address": [
"Elm Road 7B"
],
"email": [
"sarah.davis@gmail.com"
],
"phone number": [
"687 083 172"
]
} |
Bekaren dirua ES16 0182 7305 20 6333678472 kontura bidaliko dute Itziar Bidagurenentzat. | {
"bank account number": [
"ES16 0182 7305 20 6333678472"
],
"person name": [
"Itziar Bidaguren"
]
} |
Escríbanle a Antonio Fernández a la dirección pedro.sánchez@gmail.com. | {
"person name": [
"Antonio Fernández"
],
"email": [
"pedro.sánchez@gmail.com"
]
} |
Aitor Mendizabalek eta Jon Altunak Elhuyar enpresan egiten dute lan Ondarroan. | {
"person name": [
"Aitor Mendizabal",
"Jon Altuna"
],
"organization": [
"Elhuyar"
],
"location": [
"Ondarroa"
]
} |
Sarah Davis was born on February 7, 2005 in Dublin and is 44 years old. | {
"person name": [
"Sarah Davis"
],
"date of birth": [
"February 7, 2005"
],
"city": [
"Dublin"
],
"age": [
"44 years old"
]
} |
Mikel Urkizu irakaslea da; xabier.arzalluz@yahoo.es helbidean idatz dezakezu. | {
"person name": [
"Mikel Urkizu"
],
"email": [
"xabier.arzalluz@yahoo.es"
]
} |
El número de tarjeta 4705 4668 8937 3463 caduca el 1 de julio de 2026. | {
"credit card number": [
"4705 4668 8937 3463"
],
"date": [
"1 de julio de 2026"
]
} |
Nire kontu-zenbakia ES38 0075 2091 79 2294043548 da, Santander bankukoa. | {
"bank account number": [
"ES38 0075 2091 79 2294043548"
],
"organization": [
"Santander"
]
} |
The weather looks great this weekend for hiking in the mountains with friends. | {} |
Kaixo, Aitor Mendizabal naiz, Peña y Goñi kalea 9-n bizi naiz, 48011. Nire NAN-a 38408562B da eta telefonoa 675 564 641. Posta: aitor.mendizabal@yahoo.es. | {
"person name": [
"Aitor Mendizabal"
],
"address": [
"Peña y Goñi kalea 9"
],
"zip code": [
"48011"
],
"national id": [
"38408562B"
],
"phone number": [
"675 564 641"
],
"email": [
"aitor.mendizabal@yahoo.es"
]
} |
Pedro Sánchez nació el 2 de enero de 2001 en Madrid y tiene 33 años. | {
"person name": [
"Pedro Sánchez"
],
"date of birth": [
"2 de enero de 2001"
],
"city": [
"Madrid"
],
"age": [
"33 años"
]
} |
Unai Etxeberriaek eta Oihana Larrinagak Iberdrola enpresan egiten dute lan Lizarran. | {
"person name": [
"Unai Etxeberria",
"Oihana Larrinaga"
],
"organization": [
"Iberdrola"
],
"location": [
"Lizarra"
]
} |
Please transfer the funds to account ES46 2095 9926 77 3085320828 at Kutxabank. | {
"bank account number": [
"ES46 2095 9926 77 3085320828"
],
"organization": [
"Kutxabank"
]
} |
Txartelaren zenbakia 4966 3193 1491 9059 da eta azaroaren 14, 2027 arte balio du. | {
"credit card number": [
"4966 3193 1491 9059"
],
"date": [
"azaroaren 14, 2027"
]
} |
Hola, soy Antonio Fernández y vivo en Paseo de Gràcia 43, 28004. Mi DNI es 68186525N y mi teléfono, 657 262 849. | {
"person name": [
"Antonio Fernández"
],
"address": [
"Paseo de Gràcia 43"
],
"zip code": [
"28004"
],
"national id": [
"68186525N"
],
"phone number": [
"657 262 849"
]
} |
Txartelaren zenbakia 4531 4737 9965 0758 da eta apirilaren 16, 2025 arte balio du. | {
"credit card number": [
"4531 4737 9965 0758"
],
"date": [
"apirilaren 16, 2025"
]
} |
Michael Brown moved to Berlin last year for a new job. | {
"person name": [
"Michael Brown"
],
"location": [
"Berlin"
]
} |
Leire Odrizola 1991eko apirilaren 18an jaio zen Hernanin eta gaur 62 urte ditu. | {
"person name": [
"Leire Odrizola"
],
"date of birth": [
"1991eko apirilaren 18an"
],
"city": [
"Hernani"
],
"age": [
"62 urte"
]
} |
Hola, soy Carmen Ruiz y vivo en Avenida de la Libertad 14, 28013. Mi DNI es 42655866C y mi teléfono, 649 578 856. | {
"person name": [
"Carmen Ruiz"
],
"address": [
"Avenida de la Libertad 14"
],
"zip code": [
"28013"
],
"national id": [
"42655866C"
],
"phone number": [
"649 578 856"
]
} |
Bekaren dirua ES44 0049 4118 29 9108147652 kontura bidaliko dute Aitor Mendizabalentzat. | {
"bank account number": [
"ES44 0049 4118 29 9108147652"
],
"person name": [
"Aitor Mendizabal"
]
} |
The weather looks great this weekend for hiking in the mountains with friends. | {} |
Oihana Larrinagaek eta Aitor Mendizabalk Eusko Jaurlaritza enpresan egiten dute lan Donostian. | {
"person name": [
"Oihana Larrinaga",
"Aitor Mendizabal"
],
"organization": [
"Eusko Jaurlaritza"
],
"location": [
"Donostia"
]
} |
Mi número de cuenta es ES36 2095 4952 01 4838636972, del banco BBVA. | {
"bank account number": [
"ES36 2095 4952 01 4838636972"
],
"organization": [
"BBVA"
]
} |
Nire kontu-zenbakia ES65 0075 1680 01 6760554363 da, Santander bankukoa. | {
"bank account number": [
"ES65 0075 1680 01 6760554363"
],
"organization": [
"Santander"
]
} |
Hello, my name is Michael Brown and I live at High Street 108. Contact me at michael.brown@euskaltel.eus or 616 719 022. | {
"person name": [
"Michael Brown"
],
"address": [
"High Street 108"
],
"email": [
"michael.brown@euskaltel.eus"
],
"phone number": [
"616 719 022"
]
} |
Gaur eguraldi ederra egiten du eta mendira joango gara lagunekin afaldu ondoren. | {} |
Lucía Martínez nació el 15 de mayo de 1988 en Sevilla y tiene 73 años. | {
"person name": [
"Lucía Martínez"
],
"date of birth": [
"15 de mayo de 1988"
],
"city": [
"Sevilla"
],
"age": [
"73 años"
]
} |
Xabier Arzalluz 1976eko otsailaren 22an jaio zen Iruñean eta gaur 28 urte ditu. | {
"person name": [
"Xabier Arzalluz"
],
"date of birth": [
"1976eko otsailaren 22an"
],
"city": [
"Iruñea"
],
"age": [
"28 urte"
]
} |
Hello, my name is Emily Johnson and I live at Main Street 42. Contact me at emily.johnson@yahoo.es or 679 740 344. | {
"person name": [
"Emily Johnson"
],
"address": [
"Main Street 42"
],
"email": [
"emily.johnson@yahoo.es"
],
"phone number": [
"679 740 344"
]
} |
Itziar Bidagurenek eta Nerea Belokik Deustuko Unibertsitatea enpresan egiten dute lan Gasteizn. | {
"person name": [
"Itziar Bidaguren",
"Nerea Beloki"
],
"organization": [
"Deustuko Unibertsitatea"
],
"location": [
"Gasteiz"
]
} |
Carmen Ruiz nació el 10 de agosto de 1996 en Zaragoza y tiene 25 años. | {
"person name": [
"Carmen Ruiz"
],
"date of birth": [
"10 de agosto de 1996"
],
"city": [
"Zaragoza"
],
"age": [
"25 años"
]
} |
Gaur eguraldi ederra egiten du eta mendira joango gara lagunekin afaldu ondoren. | {} |
Hello, my name is Sarah Davis and I live at King's Lane 9. Contact me at sarah.davis@outlook.com or 640 139 904. | {
"person name": [
"Sarah Davis"
],
"address": [
"King's Lane 9"
],
"email": [
"sarah.davis@outlook.com"
],
"phone number": [
"640 139 904"
]
} |
Bekaren dirua ES39 2095 9590 55 4686850445 kontura bidaliko dute Aitor Mendizabalentzat. | {
"bank account number": [
"ES39 2095 9590 55 4686850445"
],
"person name": [
"Aitor Mendizabal"
]
} |
Mañana habrá sol en toda la región y las playas estarán llenas de gente. | {} |
Jar zaitezte harremanetan Itziar Bidagurenrekin 674 680 715 telefono-zenbakian. | {
"person name": [
"Itziar Bidaguren"
],
"phone number": [
"674 680 715"
]
} |
John Smith moved to Berlin last year for a new job. | {
"person name": [
"John Smith"
],
"location": [
"Berlin"
]
} |
Gaur eguraldi ederra egiten du eta mendira joango gara lagunekin afaldu ondoren. | {} |
Mañana habrá sol en toda la región y las playas estarán llenas de gente. | {} |
Txartelaren zenbakia 4824 7710 9324 8088 da eta apirilaren 3, 2026 arte balio du. | {
"credit card number": [
"4824 7710 9324 8088"
],
"date": [
"apirilaren 3, 2026"
]
} |
The weather looks great this weekend for hiking in the mountains with friends. | {} |
Txartelaren zenbakia 4846 7737 8263 9829 da eta uztailaren 9, 2025 arte balio du. | {
"credit card number": [
"4846 7737 8263 9829"
],
"date": [
"uztailaren 9, 2025"
]
} |
Mi número de cuenta es ES79 0049 9616 74 4933179746, del banco Bankinter. | {
"bank account number": [
"ES79 0049 9616 74 4933179746"
],
"organization": [
"Bankinter"
]
} |
Gaur eguraldi ederra egiten du eta mendira joango gara lagunekin afaldu ondoren. | {} |
The weather looks great this weekend for hiking in the mountains with friends. | {} |
Itziar Bidagurenek eta Mikel Urkizuk Elhuyar enpresan egiten dute lan Markinan. | {
"person name": [
"Itziar Bidaguren",
"Mikel Urkizu"
],
"organization": [
"Elhuyar"
],
"location": [
"Markina"
]
} |
Hola, soy Javier López y vivo en Calle Alcalá 120, 28004. Mi DNI es 69096899T y mi teléfono, 618 702 621. | {
"person name": [
"Javier López"
],
"address": [
"Calle Alcalá 120"
],
"zip code": [
"28004"
],
"national id": [
"69096899T"
],
"phone number": [
"618 702 621"
]
} |
Iker García irakaslea da; jon.altuna@ikasle.ehu.eus helbidean idatz dezakezu. | {
"person name": [
"Iker García"
],
"email": [
"jon.altuna@ikasle.ehu.eus"
]
} |
Hello, my name is John Smith and I live at Elm Road 7B. Contact me at john.smith@ikasle.ehu.eus or 643 161 172. | {
"person name": [
"John Smith"
],
"address": [
"Elm Road 7B"
],
"email": [
"john.smith@ikasle.ehu.eus"
],
"phone number": [
"643 161 172"
]
} |
Kaixo, Amaia Bengoetxea naiz, Autonomia kalea 62-n bizi naiz, 48012. Nire NAN-a 67805802P da eta telefonoa 623 869 222. Posta: amaia.bengoetxea@euskaltel.eus. | {
"person name": [
"Amaia Bengoetxea"
],
"address": [
"Autonomia kalea 62"
],
"zip code": [
"48012"
],
"national id": [
"67805802P"
],
"phone number": [
"623 869 222"
],
"email": [
"amaia.bengoetxea@euskaltel.eus"
]
} |
El número de tarjeta 4923 7474 0748 2175 caduca el 19 de mayo de 2026. | {
"credit card number": [
"4923 7474 0748 2175"
],
"date": [
"19 de mayo de 2026"
]
} |
Asier Olaizolaek eta Oihana Larrinagak Iberdrola enpresan egiten dute lan Iruñean. | {
"person name": [
"Asier Olaizola",
"Oihana Larrinaga"
],
"organization": [
"Iberdrola"
],
"location": [
"Iruñea"
]
} |
The weather looks great this weekend for hiking in the mountains with friends. | {} |
Txartelaren zenbakia 4090 9743 9533 9426 da eta azaroaren 4, 2027 arte balio du. | {
"credit card number": [
"4090 9743 9533 9426"
],
"date": [
"azaroaren 4, 2027"
]
} |
Escríbanle a Carmen Ruiz a la dirección pedro.sánchez@gmail.com. | {
"person name": [
"Carmen Ruiz"
],
"email": [
"pedro.sánchez@gmail.com"
]
} |
Maialen Arrizabalaga irakaslea da; xabier.arzalluz@gmail.com helbidean idatz dezakezu. | {
"person name": [
"Maialen Arrizabalaga"
],
"email": [
"xabier.arzalluz@gmail.com"
]
} |
Michael Brown was born on June 24, 1978 in Paris and is 69 years old. | {
"person name": [
"Michael Brown"
],
"date of birth": [
"June 24, 1978"
],
"city": [
"Paris"
],
"age": [
"69 years old"
]
} |
End of preview. Expand in Data Studio
pii-synthetic-basque
A fully synthetic dataset of 6,000 sentences containing personally identifiable information (PII), in Basque (50%), Spanish (25%) and English (~25%). It was created as experience replay data for fine-tuning multilingual PII detection models (e.g. GLiNER2-based ones) on Basque while preserving their original PII types — see the model tknika/gliner2-PII-basque, which was trained with this dataset.
Guarantees
- No personal data. Every sentence is generated by the script in
generator/pii_sintetikoa.py(deterministic, seed 42). Person names are combinations of generic, common given names and surnames; addresses, cities and organizations are well-known public entities. - Numeric values (national IDs, IBANs, card numbers, phone numbers) are randomly generated with valid checksums (Spanish DNI mod-23 letters, IBAN mod-97 check digits, Luhn-valid card numbers) so that they look realistic to models, but they are not taken from any source of real data.
- Caveat: a randomly generated phone number or email address may coincidentally coincide with a real one, as with any random generator; no value in this dataset is associated with, or derived from, any individual.
Format
pii-sintetikoa.jsonl — one JSON object per line:
{"text": "Kaixo, Ane Azkune naiz, Askao kalea 45-n bizi naiz, 48012. Nire NAN-a 12345678Z da...",
"entities": {"person name": ["Ane Azkune"], "address": ["Askao kalea 45"], ...}}
entities maps GLiNER-style entity types to the list of mentions found in text (each mention is an exact substring). Types covered: person name, email, phone number, national id, bank account number, credit card number, date of birth, date, address, city, location, zip code, age, organization.
Notes
- Basque sentences include declension suffixes attached to addresses and city names (e.g. «Askao kalea 45-n bizi naiz», «Gasteizen»), which makes the data useful for testing agglutinative handling.
- The generator script is included in
generator/for full transparency and reproducibility.
Citation
If you use this dataset, please cite:
@misc{tknika2026piisyntheticbasque,
title = {pii-synthetic-basque: A Synthetic PII Dataset for Basque Experience Replay},
author = {{TKNIKA} and Ezpeleta Mendikute, Xabier},
year = {2026},
url = {https://huggingface.co/datasets/tknika/pii-synthetic-basque}
}
The synthetic-data methodology follows the GLiNER2-PII paper, which you may also want to cite:
@misc{zaratiana2026gliner2piimultilingualmodelpersonally,
title = {GLiNER2-PII: A Multilingual Model for Personally Identifiable Information Extraction},
author = {Zaratiana, Urchade and Lewis, Ash and Hurn-Maloney, George},
year = {2026},
eprint = {2605.09973},
archivePrefix = {arXiv},
url = {https://arxiv.org/abs/2605.09973}
}
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