Hugging Face's logo

Datasets:
wan9yu
/
pii-bench-zh

Tasks:
Token Classification
Modalities:
Text
Formats:
json
Languages:
Chinese
Size:
1K - 10K
Tags:
pii
privacy
de-identification
chinese
ner
benchmark
Libraries:
Datasets
Dask
Polars
License:
Dataset card Data Studio Files
xet
 Community
1
Dataset Viewer
Auto-converted to Parquet Duplicate
id
stringlengths
9
14
text
stringlengths
13
105
lang
stringclasses
1 value
entities
listlengths
2
5
zh_000000
寄件人：黄芳，联系方式18433218196，取件地址：北京市北京市朝阳区人民路224号8栋2170室
zh
[ { "text": "黄芳", "type": "person", "start": 4, "end": 6 }, { "text": "18433218196", "type": "phone", "start": 11, "end": 22 }, { "text": "北京市北京市朝阳区人民路224号8栋2170室", "type": "address", "start": 28, "end": 51 } ]
zh_000001
傅杰的手机号是18863794026，邮箱minguo160@163.com
zh
[ { "text": "傅杰", "type": "person", "start": 0, "end": 2 }, { "text": "18863794026", "type": "phone", "start": 7, "end": 18 }, { "text": "minguo160@163.com", "type": "email", "start": 21, "end": 38 } ]
zh_000002
用户赵文完成实名认证，身份证号420106198210098260，绑定手机13781618495，邮箱huchen@gmail.com，居住地上海市上海市黄浦区解放路390号9栋1958室
zh
[ { "text": "赵文", "type": "person", "start": 2, "end": 4 }, { "text": "420106198210098260", "type": "id_number", "start": 15, "end": 33 }, { "text": "13781618495", "type": "phone", "start": 38, "end": 49 }, { "text": "huchen@gmail.com", "type": "emai...
zh_000003
谢文的银行卡号6225684192832768，预留手机15835030564
zh
[ { "text": "谢文", "type": "person", "start": 0, "end": 2 }, { "text": "6225684192832768", "type": "bank_card", "start": 7, "end": 23 }, { "text": "15835030564", "type": "phone", "start": 28, "end": 39 } ]
zh_000004
沈雅琴的户籍地址为江苏省南京市鼓楼区复兴路406号29栋1980室
zh
[ { "text": "沈雅琴", "type": "person", "start": 0, "end": 3 }, { "text": "江苏省南京市鼓楼区复兴路406号29栋1980室", "type": "address", "start": 9, "end": 33 } ]
zh_000005
出入境旅客高磊，证件号G10122691，手机16697848018
zh
[ { "text": "高磊", "type": "person", "start": 5, "end": 7 }, { "text": "G10122691", "type": "passport", "start": 11, "end": 20 }, { "text": "16697848018", "type": "phone", "start": 23, "end": 34 } ]
zh_000006
外卖订单：宋强，电话15627048281，送达地址福建省福州市仓山区滨河路624号7栋727室
zh
[ { "text": "宋强", "type": "person", "start": 5, "end": 7 }, { "text": "15627048281", "type": "phone", "start": 10, "end": 21 }, { "text": "福建省福州市仓山区滨河路624号7栋727室", "type": "address", "start": 26, "end": 48 } ]
zh_000007
请核对许志远银行卡6214830957015430的预留号码13391171822
zh
[ { "text": "许志远", "type": "person", "start": 3, "end": 6 }, { "text": "6214830957015430", "type": "bank_card", "start": 9, "end": 25 }, { "text": "13391171822", "type": "phone", "start": 30, "end": 41 } ]
zh_000008
患者徐超，身份证320102199807079519，联系电话17346578713，因头痛就诊
zh
[ { "text": "徐超", "type": "person", "start": 2, "end": 4 }, { "text": "320102199807079519", "type": "id_number", "start": 8, "end": 26 }, { "text": "17346578713", "type": "phone", "start": 31, "end": 42 } ]
zh_000009
姓名：宋芳，证件号码：110102198102172437，手机：17839301031
zh
[ { "text": "宋芳", "type": "person", "start": 3, "end": 5 }, { "text": "110102198102172437", "type": "id_number", "start": 11, "end": 29 }, { "text": "17839301031", "type": "phone", "start": 33, "end": 44 } ]
zh_000010
外卖订单：曹娟，电话17299737631，送达地址上海市上海市虹口区光明路363号14栋1784室
zh
[ { "text": "曹娟", "type": "person", "start": 5, "end": 7 }, { "text": "17299737631", "type": "phone", "start": 10, "end": 21 }, { "text": "上海市上海市虹口区光明路363号14栋1784室", "type": "address", "start": 26, "end": 50 } ]
zh_000011
联系人：蔡诗涵，电话18106513338，邮箱：chaozhou433@yeah.net
zh
[ { "text": "蔡诗涵", "type": "person", "start": 4, "end": 7 }, { "text": "18106513338", "type": "phone", "start": 10, "end": 21 }, { "text": "chaozhou433@yeah.net", "type": "email", "start": 25, "end": 45 } ]
zh_000012
客户董雨桐，身份证号310105198501063883，联系电话13080132677
zh
[ { "text": "董雨桐", "type": "person", "start": 2, "end": 5 }, { "text": "310105198501063883", "type": "id_number", "start": 10, "end": 28 }, { "text": "13080132677", "type": "phone", "start": 33, "end": 44 } ]
zh_000013
注册信息：何秀珍，身份证440105198712248027，手机17723430980，邮箱naliu52@sohu.com，地址山东省济南市市中区中山路984号17栋429室
zh
[ { "text": "何秀珍", "type": "person", "start": 5, "end": 8 }, { "text": "440105198712248027", "type": "id_number", "start": 12, "end": 30 }, { "text": "17723430980", "type": "phone", "start": 33, "end": 44 }, { "text": "naliu52@sohu.com", "type": "ema...
zh_000014
姓名：彭敏，证件号码：110105198611195783，手机：18361939909
zh
[ { "text": "彭敏", "type": "person", "start": 3, "end": 5 }, { "text": "110105198611195783", "type": "id_number", "start": 11, "end": 29 }, { "text": "18361939909", "type": "phone", "start": 33, "end": 44 } ]
zh_000015
违章车辆闽HQZIT3，车主联系电话15107991183
zh
[ { "text": "闽HQZIT3", "type": "license_plate", "start": 4, "end": 11 }, { "text": "15107991183", "type": "phone", "start": 18, "end": 29 } ]
zh_000016
转账至郑敏账户，卡号6225685427849802
zh
[ { "text": "郑敏", "type": "person", "start": 3, "end": 5 }, { "text": "6225685427849802", "type": "bank_card", "start": 10, "end": 26 } ]
zh_000017
登记人：彭娟，车牌：闽GQ65QD，手机：13640052427
zh
[ { "text": "彭娟", "type": "person", "start": 4, "end": 6 }, { "text": "闽GQ65QD", "type": "license_plate", "start": 10, "end": 17 }, { "text": "13640052427", "type": "phone", "start": 21, "end": 32 } ]
zh_000018
患者王强，身份证110105200403180368，联系电话19598262045，因头痛就诊
zh
[ { "text": "王强", "type": "person", "start": 2, "end": 4 }, { "text": "110105200403180368", "type": "id_number", "start": 8, "end": 26 }, { "text": "19598262045", "type": "phone", "start": 31, "end": 42 } ]
zh_000019
旅客朱俊杰，护照号E15869232，联系电话19260256342
zh
[ { "text": "朱俊杰", "type": "person", "start": 2, "end": 5 }, { "text": "E15869232", "type": "passport", "start": 9, "end": 18 }, { "text": "19260256342", "type": "phone", "start": 23, "end": 34 } ]
zh_000020
注册信息：张晓明，身份证310107197208123128，手机19330365414，邮箱jingwen_96@outlook.com，地址北京市北京市朝阳区科技路183号19栋1188室
zh
[ { "text": "张晓明", "type": "person", "start": 5, "end": 8 }, { "text": "310107197208123128", "type": "id_number", "start": 12, "end": 30 }, { "text": "19330365414", "type": "phone", "start": 33, "end": 44 }, { "text": "jingwen_96@outlook.com", "type"...
zh_000021
彭建军的身份证：110102200507015325，手机号：15569816934
zh
[ { "text": "彭建军", "type": "person", "start": 0, "end": 3 }, { "text": "110102200507015325", "type": "id_number", "start": 8, "end": 26 }, { "text": "15569816934", "type": "phone", "start": 31, "end": 42 } ]
zh_000022
出入境旅客于敏，证件号G95148465，手机16482366299
zh
[ { "text": "于敏", "type": "person", "start": 5, "end": 7 }, { "text": "G95148465", "type": "passport", "start": 11, "end": 20 }, { "text": "16482366299", "type": "phone", "start": 23, "end": 34 } ]
zh_000023
注册信息：傅伟，身份证440105197804148045，手机17957773872，邮箱yangwei_94@aliyun.com，地址江苏省南京市玄武区文化路689号10栋1021室
zh
[ { "text": "傅伟", "type": "person", "start": 5, "end": 7 }, { "text": "440105197804148045", "type": "id_number", "start": 11, "end": 29 }, { "text": "17957773872", "type": "phone", "start": 32, "end": 43 }, { "text": "yangwei_94@aliyun.com", "type": ...
zh_000024
李娜的银行卡号6225687917693674，预留手机16320163287
zh
[ { "text": "李娜", "type": "person", "start": 0, "end": 2 }, { "text": "6225687917693674", "type": "bank_card", "start": 7, "end": 23 }, { "text": "16320163287", "type": "phone", "start": 28, "end": 39 } ]
zh_000025
病历号XXX，患者林强，身份证号330108196808225430，家属电话17957986872
zh
[ { "text": "林强", "type": "person", "start": 9, "end": 11 }, { "text": "330108196808225430", "type": "id_number", "start": 16, "end": 34 }, { "text": "17957986872", "type": "phone", "start": 39, "end": 50 } ]
zh_000026
董超将工作交接给叶明，联系方式分别是19487347143和15558122362
zh
[ { "text": "董超", "type": "person", "start": 0, "end": 2 }, { "text": "叶明", "type": "person", "start": 8, "end": 10 }, { "text": "19487347143", "type": "phone", "start": 18, "end": 29 }, { "text": "15558122362", "type": "phone", "start": 30, ...
zh_000027
配送地址：四川省成都市青羊区迎宾路478号14栋356室，联系人陈建国（14669096705）
zh
[ { "text": "四川省成都市青羊区迎宾路478号14栋356室", "type": "address", "start": 5, "end": 28 }, { "text": "陈建国", "type": "person", "start": 32, "end": 35 }, { "text": "14669096705", "type": "phone", "start": 36, "end": 47 } ]
zh_000028
用户冯梓涵完成实名认证，身份证号510108199410084997，绑定手机14467065627，邮箱zhouyong_60@aliyun.com，居住地福建省福州市鼓楼区人民路659号14栋656室
zh
[ { "text": "冯梓涵", "type": "person", "start": 2, "end": 5 }, { "text": "510108199410084997", "type": "id_number", "start": 16, "end": 34 }, { "text": "14467065627", "type": "phone", "start": 39, "end": 50 }, { "text": "zhouyong_60@aliyun.com", "type"...
zh_000029
刘超的银行卡号6226895375564640，预留手机19170805310
zh
[ { "text": "刘超", "type": "person", "start": 0, "end": 2 }, { "text": "6226895375564640", "type": "bank_card", "start": 7, "end": 23 }, { "text": "19170805310", "type": "phone", "start": 28, "end": 39 } ]
zh_000030
配送地址：河南省郑州市中原区文化路130号16栋569室，联系人胡芳（17374529912）
zh
[ { "text": "河南省郑州市中原区文化路130号16栋569室", "type": "address", "start": 5, "end": 28 }, { "text": "胡芳", "type": "person", "start": 32, "end": 34 }, { "text": "17374529912", "type": "phone", "start": 35, "end": 46 } ]
zh_000031
客户曾芳，身份证号42010620031026123X，联系电话15966319314
zh
[ { "text": "曾芳", "type": "person", "start": 2, "end": 4 }, { "text": "42010620031026123X", "type": "id_number", "start": 9, "end": 27 }, { "text": "15966319314", "type": "phone", "start": 32, "end": 43 } ]
zh_000032
签证申请人：许建军，护照G18506716
zh
[ { "text": "许建军", "type": "person", "start": 6, "end": 9 }, { "text": "G18506716", "type": "passport", "start": 12, "end": 21 } ]
zh_000033
注册信息：魏子墨，身份证440103198004279575，手机13473799650，邮箱gangna@outlook.com，地址浙江省杭州市拱墅区科技路902号20栋1232室
zh
[ { "text": "魏子墨", "type": "person", "start": 5, "end": 8 }, { "text": "440103198004279575", "type": "id_number", "start": 12, "end": 30 }, { "text": "13473799650", "type": "phone", "start": 33, "end": 44 }, { "text": "gangna@outlook.com", "type": "e...
zh_000034
挂号信息：胡静，证件号310107198608187766，手机14777014363
zh
[ { "text": "胡静", "type": "person", "start": 5, "end": 7 }, { "text": "310107198608187766", "type": "id_number", "start": 11, "end": 29 }, { "text": "14777014363", "type": "phone", "start": 32, "end": 43 } ]
zh_000035
外卖订单：曾华，电话16885685574，送达地址浙江省杭州市拱墅区文化路124号24栋889室
zh
[ { "text": "曾华", "type": "person", "start": 5, "end": 7 }, { "text": "16885685574", "type": "phone", "start": 10, "end": 21 }, { "text": "浙江省杭州市拱墅区文化路124号24栋889室", "type": "address", "start": 26, "end": 49 } ]
zh_000036
薛梓涵的身份证：110108197205083692，手机号：19233749894
zh
[ { "text": "薛梓涵", "type": "person", "start": 0, "end": 3 }, { "text": "110108197205083692", "type": "id_number", "start": 8, "end": 26 }, { "text": "19233749894", "type": "phone", "start": 31, "end": 42 } ]
zh_000037
违章车辆渝ERCD9S，车主联系电话18271094777
zh
[ { "text": "渝ERCD9S", "type": "license_plate", "start": 4, "end": 11 }, { "text": "18271094777", "type": "phone", "start": 18, "end": 29 } ]
zh_000038
持卡人刘超，卡号：6226681167190222，手机：19941318699
zh
[ { "text": "刘超", "type": "person", "start": 3, "end": 5 }, { "text": "6226681167190222", "type": "bank_card", "start": 9, "end": 25 }, { "text": "19941318699", "type": "phone", "start": 29, "end": 40 } ]
zh_000039
患者韩志强，身份证330108197910143129，联系电话17909133412，因头痛就诊
zh
[ { "text": "韩志强", "type": "person", "start": 2, "end": 5 }, { "text": "330108197910143129", "type": "id_number", "start": 9, "end": 27 }, { "text": "17909133412", "type": "phone", "start": 32, "end": 43 } ]
zh_000040
持卡人傅敏，卡号：6228480679740346，手机：18471349361
zh
[ { "text": "傅敏", "type": "person", "start": 3, "end": 5 }, { "text": "6228480679740346", "type": "bank_card", "start": 9, "end": 25 }, { "text": "18471349361", "type": "phone", "start": 29, "end": 40 } ]
zh_000041
寄件人：吴秀兰，联系方式19210249947，取件地址：上海市上海市静安区学院路717号13栋1216室
zh
[ { "text": "吴秀兰", "type": "person", "start": 4, "end": 7 }, { "text": "19210249947", "type": "phone", "start": 12, "end": 23 }, { "text": "上海市上海市静安区学院路717号13栋1216室", "type": "address", "start": 29, "end": 53 } ]
zh_000042
病历号XXX，患者曹志强，身份证号110105199801147525，家属电话15940139904
zh
[ { "text": "曹志强", "type": "person", "start": 9, "end": 12 }, { "text": "110105199801147525", "type": "id_number", "start": 17, "end": 35 }, { "text": "15940139904", "type": "phone", "start": 40, "end": 51 } ]
zh_000043
联系人：叶大伟，电话14787429671，邮箱：pingjing419@163.com
zh
[ { "text": "叶大伟", "type": "person", "start": 4, "end": 7 }, { "text": "14787429671", "type": "phone", "start": 10, "end": 21 }, { "text": "pingjing419@163.com", "type": "email", "start": 25, "end": 44 } ]
zh_000044
出入境旅客冯天佑，证件号G46807154，手机15168087603
zh
[ { "text": "冯天佑", "type": "person", "start": 5, "end": 8 }, { "text": "G46807154", "type": "passport", "start": 12, "end": 21 }, { "text": "15168087603", "type": "phone", "start": 24, "end": 35 } ]
zh_000045
理财客户叶子轩，证件号110101200010262455，绑定银行卡6226680348247712
zh
[ { "text": "叶子轩", "type": "person", "start": 4, "end": 7 }, { "text": "110101200010262455", "type": "id_number", "start": 11, "end": 29 }, { "text": "6226680348247712", "type": "bank_card", "start": 35, "end": 51 } ]
zh_000046
持卡人罗雨桐，卡号：6217008613171278，手机：18484677378
zh
[ { "text": "罗雨桐", "type": "person", "start": 3, "end": 6 }, { "text": "6217008613171278", "type": "bank_card", "start": 10, "end": 26 }, { "text": "18484677378", "type": "phone", "start": 30, "end": 41 } ]
zh_000047
注册信息：胡博文，身份证320102196802097917，手机19658404499，邮箱gangwu458@outlook.com，地址江苏省南京市栖霞区迎宾路387号15栋1419室
zh
[ { "text": "胡博文", "type": "person", "start": 5, "end": 8 }, { "text": "320102196802097917", "type": "id_number", "start": 12, "end": 30 }, { "text": "19658404499", "type": "phone", "start": 33, "end": 44 }, { "text": "gangwu458@outlook.com", "type":...
zh_000048
沈建华住在广东省深圳市宝安区中山路326号24栋2038室，电话18662702895
zh
[ { "text": "沈建华", "type": "person", "start": 0, "end": 3 }, { "text": "广东省深圳市宝安区中山路326号24栋2038室", "type": "address", "start": 5, "end": 29 }, { "text": "18662702895", "type": "phone", "start": 32, "end": 43 } ]
zh_000049
赵宇轩（18262174596）和萧伟（18158657809）是本次项目的负责人
zh
[ { "text": "赵宇轩", "type": "person", "start": 0, "end": 3 }, { "text": "18262174596", "type": "phone", "start": 4, "end": 15 }, { "text": "萧伟", "type": "person", "start": 17, "end": 19 }, { "text": "18158657809", "type": "phone", "start": 20, ...
zh_000050
苏俊杰的户籍地址为浙江省杭州市上城区人民路445号4栋512室
zh
[ { "text": "苏俊杰", "type": "person", "start": 0, "end": 3 }, { "text": "浙江省杭州市上城区人民路445号4栋512室", "type": "address", "start": 9, "end": 31 } ]
zh_000051
转账至林宇轩账户，卡号6226899222196931
zh
[ { "text": "林宇轩", "type": "person", "start": 3, "end": 6 }, { "text": "6226899222196931", "type": "bank_card", "start": 11, "end": 27 } ]
zh_000052
外卖订单：许勇，电话13759464743，送达地址四川省成都市金牛区解放路243号13栋2443室
zh
[ { "text": "许勇", "type": "person", "start": 5, "end": 7 }, { "text": "13759464743", "type": "phone", "start": 10, "end": 21 }, { "text": "四川省成都市金牛区解放路243号13栋2443室", "type": "address", "start": 26, "end": 50 } ]
zh_000053
开户人马天佑，身份证420102197410263603，银行卡号6225880640909748
zh
[ { "text": "马天佑", "type": "person", "start": 3, "end": 6 }, { "text": "420102197410263603", "type": "id_number", "start": 10, "end": 28 }, { "text": "6225880640909748", "type": "bank_card", "start": 33, "end": 49 } ]
zh_000054
快递单号SF1234567890，收件人胡思远，15210470952，上海市上海市徐汇区花园路766号14栋820室
zh
[ { "text": "胡思远", "type": "person", "start": 20, "end": 23 }, { "text": "15210470952", "type": "phone", "start": 24, "end": 35 }, { "text": "上海市上海市徐汇区花园路766号14栋820室", "type": "address", "start": 36, "end": 59 } ]
zh_000055
许华的银行卡号6214838424745172，预留手机13236851604
zh
[ { "text": "许华", "type": "person", "start": 0, "end": 2 }, { "text": "6214838424745172", "type": "bank_card", "start": 7, "end": 23 }, { "text": "13236851604", "type": "phone", "start": 28, "end": 39 } ]
zh_000056
谢俊杰（15965137098）和薛俊杰（15931746120）是本次项目的负责人
zh
[ { "text": "谢俊杰", "type": "person", "start": 0, "end": 3 }, { "text": "15965137098", "type": "phone", "start": 4, "end": 15 }, { "text": "薛俊杰", "type": "person", "start": 17, "end": 20 }, { "text": "15931746120", "type": "phone", "start": 21, ...
zh_000057
违章车辆浙H8IY3X，车主联系电话18869261796
zh
[ { "text": "浙H8IY3X", "type": "license_plate", "start": 4, "end": 11 }, { "text": "18869261796", "type": "phone", "start": 18, "end": 29 } ]
zh_000058
联系人：贾华，电话14773515850，邮箱：jieguo195@163.com
zh
[ { "text": "贾华", "type": "person", "start": 4, "end": 6 }, { "text": "14773515850", "type": "phone", "start": 9, "end": 20 }, { "text": "jieguo195@163.com", "type": "email", "start": 24, "end": 41 } ]
zh_000059
寄件人：苏博文，联系方式13053293183，取件地址：河南省郑州市中原区文化路337号25栋705室
zh
[ { "text": "苏博文", "type": "person", "start": 4, "end": 7 }, { "text": "13053293183", "type": "phone", "start": 12, "end": 23 }, { "text": "河南省郑州市中原区文化路337号25栋705室", "type": "address", "start": 29, "end": 52 } ]
zh_000060
郭洋同学的联系方式：14842102053，nali@126.com
zh
[ { "text": "郭洋", "type": "person", "start": 0, "end": 2 }, { "text": "14842102053", "type": "phone", "start": 10, "end": 21 }, { "text": "nali@126.com", "type": "email", "start": 22, "end": 34 } ]
zh_000061
挂号信息：黄小红，证件号110105199008253701，手机17917839084
zh
[ { "text": "黄小红", "type": "person", "start": 5, "end": 8 }, { "text": "110105199008253701", "type": "id_number", "start": 12, "end": 30 }, { "text": "17917839084", "type": "phone", "start": 33, "end": 44 } ]
zh_000062
寄件人：李秀英，联系方式16661771159，取件地址：广东省广州市天河区长安街282号20栋2498室
zh
[ { "text": "李秀英", "type": "person", "start": 4, "end": 7 }, { "text": "16661771159", "type": "phone", "start": 12, "end": 23 }, { "text": "广东省广州市天河区长安街282号20栋2498室", "type": "address", "start": 29, "end": 53 } ]
zh_000063
签证申请人：韩博文，护照G78961183
zh
[ { "text": "韩博文", "type": "person", "start": 6, "end": 9 }, { "text": "G78961183", "type": "passport", "start": 12, "end": 21 } ]
zh_000064
签证申请人：蒋超，护照G27111161
zh
[ { "text": "蒋超", "type": "person", "start": 6, "end": 8 }, { "text": "G27111161", "type": "passport", "start": 11, "end": 20 } ]
zh_000065
蒋大伟的护照号码：G04945198
zh
[ { "text": "蒋大伟", "type": "person", "start": 0, "end": 3 }, { "text": "G04945198", "type": "passport", "start": 9, "end": 18 } ]
zh_000066
注册信息：傅志远，身份证420104199910226587，手机17094024455，邮箱wangsun_28@foxmail.com，地址上海市上海市黄浦区建国路94号24栋2273室
zh
[ { "text": "傅志远", "type": "person", "start": 5, "end": 8 }, { "text": "420104199910226587", "type": "id_number", "start": 12, "end": 30 }, { "text": "17094024455", "type": "phone", "start": 33, "end": 44 }, { "text": "wangsun_28@foxmail.com", "type"...
zh_000067
注册信息：冯秀珍，身份证440106197006107384，手机15991022901，邮箱guochao678@aliyun.com，地址湖北省武汉市汉阳区科技路221号25栋2199室
zh
[ { "text": "冯秀珍", "type": "person", "start": 5, "end": 8 }, { "text": "440106197006107384", "type": "id_number", "start": 12, "end": 30 }, { "text": "15991022901", "type": "phone", "start": 33, "end": 44 }, { "text": "guochao678@aliyun.com", "type":...
zh_000068
旅客于强，护照号G97840369，联系电话13034324451
zh
[ { "text": "于强", "type": "person", "start": 2, "end": 4 }, { "text": "G97840369", "type": "passport", "start": 8, "end": 17 }, { "text": "13034324451", "type": "phone", "start": 22, "end": 33 } ]
zh_000069
薛建军（16838851606）和孙磊（13715969664）是本次项目的负责人
zh
[ { "text": "薛建军", "type": "person", "start": 0, "end": 3 }, { "text": "16838851606", "type": "phone", "start": 4, "end": 15 }, { "text": "孙磊", "type": "person", "start": 17, "end": 19 }, { "text": "13715969664", "type": "phone", "start": 20, ...
zh_000070
注册信息：李刚，身份证310104199908277064，手机15161369681，邮箱jiefang@outlook.com，地址广东省广州市天河区滨河路649号4栋2274室
zh
[ { "text": "李刚", "type": "person", "start": 5, "end": 7 }, { "text": "310104199908277064", "type": "id_number", "start": 11, "end": 29 }, { "text": "15161369681", "type": "phone", "start": 32, "end": 43 }, { "text": "jiefang@outlook.com", "type": "e...
zh_000071
出入境旅客郑婷婷，证件号E31243292，手机19127799799
zh
[ { "text": "郑婷婷", "type": "person", "start": 5, "end": 8 }, { "text": "E31243292", "type": "passport", "start": 12, "end": 21 }, { "text": "19127799799", "type": "phone", "start": 24, "end": 35 } ]
zh_000072
外卖订单：梁洋，电话16177449058，送达地址上海市上海市徐汇区幸福路463号2栋334室
zh
[ { "text": "梁洋", "type": "person", "start": 5, "end": 7 }, { "text": "16177449058", "type": "phone", "start": 10, "end": 21 }, { "text": "上海市上海市徐汇区幸福路463号2栋334室", "type": "address", "start": 26, "end": 48 } ]
zh_000073
车主陈诗涵，车牌号粤T6Y39C，电话16935978207
zh
[ { "text": "陈诗涵", "type": "person", "start": 2, "end": 5 }, { "text": "粤T6Y39C", "type": "license_plate", "start": 9, "end": 16 }, { "text": "16935978207", "type": "phone", "start": 19, "end": 30 } ]
zh_000074
出入境旅客丁静，证件号E03778892，手机15546659051
zh
[ { "text": "丁静", "type": "person", "start": 5, "end": 7 }, { "text": "E03778892", "type": "passport", "start": 11, "end": 20 }, { "text": "15546659051", "type": "phone", "start": 23, "end": 34 } ]
zh_000075
傅俊杰的身份证：440105200112224013，手机号：16449251925
zh
[ { "text": "傅俊杰", "type": "person", "start": 0, "end": 3 }, { "text": "440105200112224013", "type": "id_number", "start": 8, "end": 26 }, { "text": "16449251925", "type": "phone", "start": 31, "end": 42 } ]
zh_000076
开户人丁静，身份证110101198305069732，银行卡号6225888652816854
zh
[ { "text": "丁静", "type": "person", "start": 3, "end": 5 }, { "text": "110101198305069732", "type": "id_number", "start": 9, "end": 27 }, { "text": "6225888652816854", "type": "bank_card", "start": 32, "end": 48 } ]
zh_000077
阎子轩的护照号码：E32214188
zh
[ { "text": "阎子轩", "type": "person", "start": 0, "end": 3 }, { "text": "E32214188", "type": "passport", "start": 9, "end": 18 } ]
zh_000078
徐婷婷申请贷款，身份证号320104197505268035，还款卡号6226680653794730
zh
[ { "text": "徐婷婷", "type": "person", "start": 0, "end": 3 }, { "text": "320104197505268035", "type": "id_number", "start": 12, "end": 30 }, { "text": "6226680653794730", "type": "bank_card", "start": 35, "end": 51 } ]
zh_000079
配送地址：河南省郑州市管城区幸福路788号10栋1665室，联系人谢俊杰（17862392407）
zh
[ { "text": "河南省郑州市管城区幸福路788号10栋1665室", "type": "address", "start": 5, "end": 29 }, { "text": "谢俊杰", "type": "person", "start": 33, "end": 36 }, { "text": "17862392407", "type": "phone", "start": 37, "end": 48 } ]
zh_000080
挂号信息：赵雅琴，证件号420106199302100852，手机19247826137
zh
[ { "text": "赵雅琴", "type": "person", "start": 5, "end": 8 }, { "text": "420106199302100852", "type": "id_number", "start": 12, "end": 30 }, { "text": "19247826137", "type": "phone", "start": 33, "end": 44 } ]
zh_000081
请联系冯秀英，手机16853615305，或发邮件到zhaomin@qq.com
zh
[ { "text": "冯秀英", "type": "person", "start": 3, "end": 6 }, { "text": "16853615305", "type": "phone", "start": 9, "end": 20 }, { "text": "zhaomin@qq.com", "type": "email", "start": 26, "end": 40 } ]
zh_000082
贾磊（16790104328）和叶雅琴（18986143410）是本次项目的负责人
zh
[ { "text": "贾磊", "type": "person", "start": 0, "end": 2 }, { "text": "16790104328", "type": "phone", "start": 3, "end": 14 }, { "text": "叶雅琴", "type": "person", "start": 16, "end": 19 }, { "text": "18986143410", "type": "phone", "start": 20, ...
zh_000083
注册信息：苏思远，身份证330108196402279260，手机16980893246，邮箱wangjing247@126.com，地址福建省福州市长乐区人民路537号12栋378室
zh
[ { "text": "苏思远", "type": "person", "start": 5, "end": 8 }, { "text": "330108196402279260", "type": "id_number", "start": 12, "end": 30 }, { "text": "16980893246", "type": "phone", "start": 33, "end": 44 }, { "text": "wangjing247@126.com", "type": "...
zh_000084
用户程娜完成实名认证，身份证号510104198406097656，绑定手机13515319520，邮箱jingyong@yeah.net，居住地湖南省长沙市开福区南京路831号5栋359室
zh
[ { "text": "程娜", "type": "person", "start": 2, "end": 4 }, { "text": "510104198406097656", "type": "id_number", "start": 15, "end": 33 }, { "text": "13515319520", "type": "phone", "start": 38, "end": 49 }, { "text": "jingyong@yeah.net", "type": "ema...
zh_000085
请联系马杰，手机13305486874，或发邮件到zhanghu@outlook.com
zh
[ { "text": "马杰", "type": "person", "start": 3, "end": 5 }, { "text": "13305486874", "type": "phone", "start": 8, "end": 19 }, { "text": "zhanghu@outlook.com", "type": "email", "start": 25, "end": 44 } ]
zh_000086
核实谢建军身份，身份证420103196512140809，电话16765277584
zh
[ { "text": "谢建军", "type": "person", "start": 2, "end": 5 }, { "text": "420103196512140809", "type": "id_number", "start": 11, "end": 29 }, { "text": "16765277584", "type": "phone", "start": 32, "end": 43 } ]
zh_000087
开户人孙梓涵，身份证310104200408124577，银行卡号6225885115447969
zh
[ { "text": "孙梓涵", "type": "person", "start": 3, "end": 6 }, { "text": "310104200408124577", "type": "id_number", "start": 10, "end": 28 }, { "text": "6225885115447969", "type": "bank_card", "start": 33, "end": 49 } ]
zh_000088
旅客吕建军，护照号G01658202，联系电话19970213556
zh
[ { "text": "吕建军", "type": "person", "start": 2, "end": 5 }, { "text": "G01658202", "type": "passport", "start": 9, "end": 18 }, { "text": "19970213556", "type": "phone", "start": 23, "end": 34 } ]
zh_000089
开户人吴俊杰，身份证440106200105089833，银行卡号6226685571928569
zh
[ { "text": "吴俊杰", "type": "person", "start": 3, "end": 6 }, { "text": "440106200105089833", "type": "id_number", "start": 10, "end": 28 }, { "text": "6226685571928569", "type": "bank_card", "start": 33, "end": 49 } ]
zh_000090
薛艳同学的联系方式：16868144739，weigang@163.com
zh
[ { "text": "薛艳", "type": "person", "start": 0, "end": 2 }, { "text": "16868144739", "type": "phone", "start": 10, "end": 21 }, { "text": "weigang@163.com", "type": "email", "start": 22, "end": 37 } ]
zh_000091
转账至丁志强账户，卡号6222025518844220
zh
[ { "text": "丁志强", "type": "person", "start": 3, "end": 6 }, { "text": "6222025518844220", "type": "bank_card", "start": 11, "end": 27 } ]
zh_000092
患者沈华，身份证330108199503209054，联系电话13146786691，因头痛就诊
zh
[ { "text": "沈华", "type": "person", "start": 2, "end": 4 }, { "text": "330108199503209054", "type": "id_number", "start": 8, "end": 26 }, { "text": "13146786691", "type": "phone", "start": 31, "end": 42 } ]
zh_000093
卢敏的护照号码：G78528922
zh
[ { "text": "卢敏", "type": "person", "start": 0, "end": 2 }, { "text": "G78528922", "type": "passport", "start": 8, "end": 17 } ]
zh_000094
旅客邓霞，护照号E43842498，联系电话13829922995
zh
[ { "text": "邓霞", "type": "person", "start": 2, "end": 4 }, { "text": "E43842498", "type": "passport", "start": 8, "end": 17 }, { "text": "13829922995", "type": "phone", "start": 22, "end": 33 } ]
zh_000095
请联系杨娜，手机18943969078，或发邮件到weifang_41@foxmail.com
zh
[ { "text": "杨娜", "type": "person", "start": 3, "end": 5 }, { "text": "18943969078", "type": "phone", "start": 8, "end": 19 }, { "text": "weifang_41@foxmail.com", "type": "email", "start": 25, "end": 47 } ]
zh_000096
参会人员：陈天佑，电话16677359255；刘勇，电话18562588153
zh
[ { "text": "陈天佑", "type": "person", "start": 5, "end": 8 }, { "text": "16677359255", "type": "phone", "start": 11, "end": 22 }, { "text": "刘勇", "type": "person", "start": 23, "end": 25 }, { "text": "18562588153", "type": "phone", "start": 28, ...
zh_000097
郭志强的身份证：420104198010243205，手机号：14210469632
zh
[ { "text": "郭志强", "type": "person", "start": 0, "end": 3 }, { "text": "420104198010243205", "type": "id_number", "start": 8, "end": 26 }, { "text": "14210469632", "type": "phone", "start": 31, "end": 42 } ]
zh_000098
曹浩然的银行卡号6226687470168730，预留手机14950047974
zh
[ { "text": "曹浩然", "type": "person", "start": 0, "end": 3 }, { "text": "6226687470168730", "type": "bank_card", "start": 8, "end": 24 }, { "text": "14950047974", "type": "phone", "start": 29, "end": 40 } ]
zh_000099
核实于磊身份，身份证440304199505033954，电话15565060983
zh
[ { "text": "于磊", "type": "person", "start": 2, "end": 4 }, { "text": "440304199505033954", "type": "id_number", "start": 10, "end": 28 }, { "text": "15565060983", "type": "phone", "start": 31, "end": 42 } ]
End of preview. Expand in Data Studio

PII Bench ZH

Chinese PII (Personally Identifiable Information) detection benchmark dataset. Two subsets covering formal and informal Chinese text, with character-level span annotations.

This is the first open Chinese PII benchmark that covers locale-specific formats (phone, national ID, bank card, license plate, address) with precise offsets.

Disclaimer / 免责声明

This dataset is 100% synthetic and intended solely for research and evaluation purposes. It does not contain any real personal information. All names, ID numbers, phone numbers, bank card numbers, addresses, and other data are randomly generated and do not correspond to any real individuals or entities. The ID numbers and bank card numbers use valid checksum algorithms with real area code / BIN prefixes for realism, but the complete numbers are fictitious.

本数据集为 100% 合成数据，仅供研究和评估使用。数据集不包含任何真实个人信息。所有姓名、身份证号、手机号、银行卡号、地址等均为随机生成，不对应任何真实个人或实体。身份证号和银行卡号使用了真实的区号前缀 / BIN 码以增加真实感，但完整号码均为虚构。

The authors assume no liability for any misuse of this dataset. Users are responsible for ensuring compliance with applicable laws and regulations in their jurisdiction.

作者不对本数据集的任何滥用行为承担责任。用户有责任确保其使用符合所在司法管辖区的相关法律法规。

Subsets

Subset File Samples Description
formal data/pii_bench_zh.jsonl 5,000 Formal text: registration forms, medical records, delivery orders, contracts
chat data/pii_bench_zh_chat.jsonl 3,000 Noisy chat/IM: emoji, informal tone, voice-to-text, mixed zh/en, non-standard formatting

Total: 8,000 samples, 23,206 PII entities.

The chat subset is designed to stress-test PII detection under realistic noise conditions:

  • Phone numbers with spaces/dashes (138 1234 5678)
  • Emoji interleaved with PII (加个微信吧 张三 13812345678 😂)
  • Filler words and casual tone (嗯，那个人叫张三 身份证号...)
  • Chinese-English code-switching (pls contact 张三 phone:13812345678)
  • No formal context markers (no "客户"/"患者" prefixes)

How This Dataset Was Created

This dataset was generated programmatically using template-based synthesis — no real data was collected, scraped, or anonymized.

The generation process:

  1. Templates — 11 formal scenario templates + 13 chat scenario templates covering IM conversations, group chats, voice-to-text, WeChat-style messages, etc.
  2. Fake PII generators — each PII type has a dedicated generator:
    • ID numbers: real area code prefixes + random birth date + valid MOD 11-2 checksum
    • Bank cards: real BIN prefixes + random digits + valid Luhn checksum
    • Phone numbers: valid Chinese mobile prefixes (1[3-9]) + 9 random digits
    • Addresses: real province/city/district names + random street + random number
    • License plates: real province abbreviations + random alphanumeric
    • Names: random combination from 50 common surnames × 50 common given names
    • Passports: E/G prefix + 8 random digits
    • Emails: random pinyin-like local parts + common Chinese email domains
  3. Noise injection (chat subset only): emoji insertion, filler words, phone number reformatting (spaces/dashes), casual punctuation
  4. Offset verification — every sample is validated: text[start:end] == entity.text
  5. Deterministic — seed=42, fully reproducible

Entity Types

Type Formal Chat Example Validation
person 5,310 3,010 张三 Chinese name (surname + given)
phone 4,400 2,261 13812345678 1[3-9] + 9 digits
id_number 1,812 522 110101199003071234 18 digits, MOD 11-2 checksum
address 1,429 255 北京市朝阳区建国路100号 Province + city + district + street
email 931 493 zhangsan@qq.com Standard email format
bank_card 862 504 6217001234567890 16 digits, Luhn checksum
passport 463 260 E12345678 E/G + 8 digits
license_plate 455 239 京A12345 Province + letter + 5 alphanumeric

Format

JSONL with one sample per line:

{
  "id": "zh_chat_000001",
  "text": "你存一下 张三 138 1234 5678 😂",
  "lang": "zh",
  "entities": [
    {"text": "张三", "type": "person", "start": 5, "end": 7},
    {"text": "138 1234 5678", "type": "phone", "start": 8, "end": 21}
  ]
}

Usage 

from datasets import load_dataset

# Load formal subset
formal = load_dataset("wan9yu/pii-bench-zh", data_files="data/pii_bench_zh.jsonl", split="train")

# Load chat subset
chat = load_dataset("wan9yu/pii-bench-zh", data_files="data/pii_bench_zh_chat.jsonl", split="train")

With argus-redact benchmark framework 

pip install argus-redact datasets
python -m tests.benchmark pii_bench_zh --mode fast --limit 1000       # formal
python -m tests.benchmark pii_bench_zh_chat --mode fast --limit 1000  # chat

Generator source code:

Reproduce:

git clone https://github.com/wan9yu/argus-redact.git
cd argus-redact
python -m tests.benchmark.generators.zh --count 5000 --seed 42 --output pii_bench_zh.jsonl
python -m tests.benchmark.generators.zh_chat --count 3000 --seed 42 --output pii_bench_zh_chat.jsonl

License

Apache 2.0

Citation 

@dataset{pii_bench_zh_2026,
  title={PII Bench ZH: Chinese PII Detection Benchmark},
  author={wan9yu},
  year={2026},
  url={https://huggingface.co/datasets/wan9yu/pii-bench-zh},
  publisher={Hugging Face}
}

Related

Downloads last month
53
Number of rows:
8,000
Total file size:
2.7 MB