region:us
    This dataset contains legal entity names from the Global LEI System in
    which each entity is assigned with a unique Legal Entity Identifier (LEI)
    code (ISO Standard 17441) along with their corresponding Entity Legal
    Form (ELF) Codes (ISO Standard 20275) which specifies the legal form of
    each entity.
---
dataset_info:
- config_name: US-DE
  features:
  - name: LEI
    dtype: string
  - name: Entity.LegalName
    dtype: string
  - name: Entity.LegalForm.EntityLegalFormCode
    dtype:
      class_label:
        names:
          '0': HZEH
          '1': 4FSX
          '2': '8888'
          '3': T91T
          '4': XTIQ
          '5': 1HXP
          '6': QF4W
          '7': TGMR
          '8': JU79
          '9': 12N6
          '10': 9ASJ
  splits:
  - name: train
    num_bytes: 2408059
    num_examples: 37589
  - name: validation
    num_bytes: 344262
    num_examples: 5370
  - name: test
    num_bytes: 688655
    num_examples: 10740
  download_size: 336631552
  dataset_size: 3440976
- config_name: DE
  features:
  - name: LEI
    dtype: string
  - name: Entity.LegalName
    dtype: string
  - name: Entity.LegalForm.EntityLegalFormCode
    dtype:
      class_label:
        names:
          '0': 2HBR
          '1': 6QQB
          '2': XLWA
          '3': '8888'
          '4': QZ3L
          '5': V2YH
          '6': 63KS
          '7': SQKS
          '8': 8Z6G
          '9': YJ4C
          '10': US8E
          '11': T0YJ
          '12': SCE1
          '13': 79H0
          '14': FR3V
          '15': AZFE
          '16': 40DB
          '17': 2YZO
          '18': SGST
          '19': OL20
          '20': 13AV
          '21': 9JGX
          '22': D40E
          '23': 8CM0
          '24': 7J3S
          '25': JNDX
          '26': SUA1
          '27': JMVF
          '28': YA01
          '29': AMKW
  splits:
  - name: train
    num_bytes: 6882592
    num_examples: 103288
  - name: validation
    num_bytes: 984607
    num_examples: 14756
  - name: test
    num_bytes: 1968210
    num_examples: 29512
  download_size: 336631552
  dataset_size: 9835409
- config_name: AT
  features:
  - name: LEI
    dtype: string
  - name: Entity.LegalName
    dtype: string
  - name: Entity.LegalForm.EntityLegalFormCode
    dtype:
      class_label:
        names:
          '0': AXSB
          '1': EQOV
          '2': '8888'
          '3': ONF1
          '4': JTAV
          '5': DX6Z
          '6': 5WWO
          '7': ECWU
          '8': JJYT
          '9': E9OX
          '10': UI81
          '11': GVPD
          '12': NIJH
          '13': 8XDW
          '14': 1NOX
          '15': CAQ1
          '16': JQOI
          '17': O65B
          '18': 69H1
          '19': G3R6
  splits:
  - name: train
    num_bytes: 1194041
    num_examples: 18221
  - name: validation
    num_bytes: 169465
    num_examples: 2604
  - name: test
    num_bytes: 341199
    num_examples: 5207
  download_size: 336631552
  dataset_size: 1704705
- config_name: AU
  features:
  - name: LEI
    dtype: string
  - name: Entity.LegalName
    dtype: string
  - name: Entity.LegalForm.EntityLegalFormCode
    dtype:
      class_label:
        names:
          '0': TXVC
          '1': '8888'
          '2': ADXG
          '3': R4KK
          '4': 7TPC
          '5': LZFR
          '6': BC38
          '7': XHCV
          '8': J4JC
          '9': Q82Q
          '10': 6W6X
          '11': PQHL
  splits:
  - name: train
    num_bytes: 768751
    num_examples: 11598
  - name: validation
    num_bytes: 109897
    num_examples: 1658
  - name: test
    num_bytes: 219897
    num_examples: 3314
  download_size: 336631552
  dataset_size: 1098545
- config_name: CH
  features:
  - name: LEI
    dtype: string
  - name: Entity.LegalName
    dtype: string
  - name: Entity.LegalForm.EntityLegalFormCode
    dtype:
      class_label:
        names:
          '0': 3EKS
          '1': '8888'
          '2': 7MNN
          '3': MVII
          '4': FJG4
          '5': FLNB
          '6': 2JZ4
          '7': 54WI
          '8': XJOT
          '9': H781
          '10': QSI2
          '11': W6A7
          '12': DP2E
          '13': E0NE
          '14': 5BEZ
          '15': AZA0
          '16': 2B81
          '17': HX77
          '18': CQMY
          '19': MRSY
          '20': GP8M
          '21': FFTN
          '22': M848
          '23': L5DU
          '24': TL87
          '25': 2XJA
          '26': 1RKS
          '27': BF9N
  splits:
  - name: train
    num_bytes: 614631
    num_examples: 9927
  - name: validation
    num_bytes: 87779
    num_examples: 1419
  - name: test
    num_bytes: 174880
    num_examples: 2837
  download_size: 336631552
  dataset_size: 877290
- config_name: CZ
  features:
  - name: LEI
    dtype: string
  - name: Entity.LegalName
    dtype: string
  - name: Entity.LegalForm.EntityLegalFormCode
    dtype:
      class_label:
        names:
          '0': 9HLU
          '1': 6CQN
          '2': TNBA
          '3': 9RVC
          '4': ZQO8
          '5': '8888'
          '6': 6D9L
          '7': 3G3D
          '8': 95G8
          '9': SNWJ
          '10': J8PB
          '11': JCAD
          '12': CATU
          '13': CIO8
          '14': QS6A
          '15': CD28
          '16': UFDA
          '17': QIEL
          '18': 7OZQ
          '19': 6FAI
          '20': NI3I
          '21': QQ49
          '22': Q25I
          '23': 5KU5
          '24': BL4B
          '25': FY1B
          '26': G2I3
          '27': QJ0F
          '28': 4UB2
          '29': OVKW
          '30': IQ9O
          '31': 917C
          '32': VIE3
          '33': ET6Z
          '34': LJL0
          '35': R2XE
          '36': MAVU
          '37': PFE5
          '38': MBUU
          '39': HQPK
          '40': NQHQ
          '41': D1VK
          '42': XG70
          '43': 74W6
          '44': CZUA
          '45': NPH3
          '46': NJ87
          '47': VQU7
  splits:
  - name: train
    num_bytes: 638846
    num_examples: 10826
  - name: validation
    num_bytes: 90827
    num_examples: 1547
  - name: test
    num_bytes: 181525
    num_examples: 3094
  download_size: 336631552
  dataset_size: 911198
- config_name: DK
  features:
  - name: LEI
    dtype: string
  - name: Entity.LegalName
    dtype: string
  - name: Entity.LegalForm.EntityLegalFormCode
    dtype:
      class_label:
        names:
          '0': H8VP
          '1': D4PU
          '2': ZRPO
          '3': 599X
          '4': 40R4
          '5': FUKI
          '6': '8888'
          '7': 9KSX
          '8': 7WRN
          '9': PMJW
          '10': PIOI
          '11': NUL8
          '12': PZ6Y
          '13': GFXN
          '14': F7JY
          '15': 37UT
          '16': 1MWR
          '17': WU7R
          '18': GULL
          '19': FW7S
          '20': 5QS7
  splits:
  - name: train
    num_bytes: 2369691
    num_examples: 41082
  - name: validation
    num_bytes: 339394
    num_examples: 5870
  - name: test
    num_bytes: 677849
    num_examples: 11739
  download_size: 336631552
  dataset_size: 3386934
- config_name: EE
  features:
  - name: LEI
    dtype: string
  - name: Entity.LegalName
    dtype: string
  - name: Entity.LegalForm.EntityLegalFormCode
    dtype:
      class_label:
        names:
          '0': 9LJA
          '1': JC0Y
          '2': PRTB
          '3': '8888'
          '4': LVEQ
          '5': 1NKP
          '6': VSEV
          '7': I1UP
          '8': 752Q
          '9': J34T
          '10': LA47
          '11': 8ZQE
          '12': 3UPJ
  splits:
  - name: train
    num_bytes: 536036
    num_examples: 10359
  - name: validation
    num_bytes: 76460
    num_examples: 1481
  - name: test
    num_bytes: 152914
    num_examples: 2961
  download_size: 336631552
  dataset_size: 765410
- config_name: ES
  features:
  - name: LEI
    dtype: string
  - name: Entity.LegalName
    dtype: string
  - name: Entity.LegalForm.EntityLegalFormCode
    dtype:
      class_label:
        names:
          '0': 5RDO
          '1': S0Z5
          '2': DP3Q
          '3': FH4R
          '4': '8888'
          '5': R6UT
          '6': MDOL
          '7': UJ35
          '8': 1QU8
          '9': 8EHB
          '10': S6MS
          '11': JB2M
          '12': CUIH
          '13': 1G29
          '14': K0RI
          '15': GJL1
          '16': QMUM
          '17': 956I
          '18': AXS5
          '19': JTV5
          '20': 9FPZ
          '21': TUHS
          '22': A0J6
          '23': 4SJR
          '24': S6X7
          '25': I2WU
          '26': A97B
          '27': AJ9U
          '28': IAS6
          '29': SS0L
          '30': ARDP
          '31': 7U8O
          '32': 1SL4
          '33': 1ZHJ
          '34': B0V5
          '35': TDD5
          '36': R2L8
          '37': 4S57
          '38': DDES
          '39': IT6N
          '40': XYGP
  splits:
  - name: train
    num_bytes: 3930774
    num_examples: 63409
  - name: validation
    num_bytes: 561866
    num_examples: 9059
  - name: test
    num_bytes: 1121198
    num_examples: 18117
  download_size: 336631552
  dataset_size: 5613838
- config_name: FI
  features:
  - name: LEI
    dtype: string
  - name: Entity.LegalName
    dtype: string
  - name: Entity.LegalForm.EntityLegalFormCode
    dtype:
      class_label:
        names:
          '0': DKUW
          '1': 5WI2
          '2': K6VE
          '3': UXEW
          '4': '8888'
          '5': 8WJ7
          '6': K2G8
          '7': 1AFG
          '8': HEOB
          '9': V0TJ
          '10': NV7C
          '11': XJH3
          '12': VOTI
          '13': YK5G
          '14': 2RK5
          '15': PPMX
          '16': BKVI
          '17': IYF9
          '18': BKQO
          '19': EE90
          '20': 8HGS
          '21': 4H61
          '22': DAFV
          '23': ZMTL
          '24': SJL9
          '25': K09E
          '26': R39F
          '27': SDPE
          '28': MRW9
          '29': N3LC
          '30': 97PB
          '31': EDZP
          '32': 6PEQ
          '33': DMT8
          '34': SKGX
          '35': KHI5
          '36': 37GR
          '37': T3K4
          '38': HTT9
          '39': SQS1
          '40': OXLO
          '41': R6UB
          '42': 9AUC
          '43': Z38E
          '44': DL9Z
          '45': 760X
          '46': V42B
          '47': UMF0
          '48': 1YIR
  splits:
  - name: train
    num_bytes: 1474833
    num_examples: 26477
  - name: validation
    num_bytes: 211018
    num_examples: 3783
  - name: test
    num_bytes: 421679
    num_examples: 7565
  download_size: 336631552
  dataset_size: 2107530
- config_name: GB
  features:
  - name: LEI
    dtype: string
  - name: Entity.LegalName
    dtype: string
  - name: Entity.LegalForm.EntityLegalFormCode
    dtype:
      class_label:
        names:
          '0': '8888'
          '1': H0PO
          '2': B6ES
          '3': G12F
          '4': Z0EY
          '5': 57V7
          '6': XLZV
          '7': ID30
          '8': VV0W
          '9': AVYY
          '10': JTCO
          '11': 7T8N
          '12': STX7
          '13': Q0M5
          '14': 9B78
          '15': 17R0
          '16': 4GJI
          '17': NBTW
          '18': E12O
          '19': BX6Y
          '20': WBQU
          '21': IYXU
          '22': 60IF
          '23': 468Q
          '24': 8CF0
          '25': 4A3J
          '26': TT2H
          '27': ZQ6S
  splits:
  - name: train
    num_bytes: 3467180
    num_examples: 53641
  - name: validation
    num_bytes: 496265
    num_examples: 7664
  - name: test
    num_bytes: 989994
    num_examples: 15327
  download_size: 336631552
  dataset_size: 4953439
- config_name: HU
  features:
  - name: LEI
    dtype: string
  - name: Entity.LegalName
    dtype: string
  - name: Entity.LegalForm.EntityLegalFormCode
    dtype:
      class_label:
        names:
          '0': P9F2
          '1': BKUX
          '2': 8VH3
          '3': S3DA
          '4': EO9F
          '5': M1DW
          '6': 8UEG
          '7': BJ8Q
          '8': BMYJ
          '9': TSVO
          '10': 2A44
          '11': '8888'
          '12': DPY1
          '13': DN6F
          '14': QYV5
          '15': 4C5L
          '16': 4QRE
          '17': 876R
          '18': LNY0
          '19': ESTU
          '20': BSK1
          '21': TQ3O
          '22': ZQAQ
          '23': 2LB5
          '24': OII5
          '25': V3LT
          '26': 4WV7
          '27': J6MO
          '28': XW5U
          '29': X0SX
          '30': Y64R
          '31': 995K
          '32': UD8K
          '33': HTJD
  splits:
  - name: train
    num_bytes: 841325
    num_examples: 8598
  - name: validation
    num_bytes: 120097
    num_examples: 1229
  - name: test
    num_bytes: 240088
    num_examples: 2457
  download_size: 336631552
  dataset_size: 1201510
- config_name: IE
  features:
  - name: LEI
    dtype: string
  - name: Entity.LegalName
    dtype: string
  - name: Entity.LegalForm.EntityLegalFormCode
    dtype:
      class_label:
        names:
          '0': LGWG
          '1': '8888'
          '2': MNQ7
          '3': VYAX
          '4': JXDX
          '5': KMFX
          '6': 2GV9
          '7': C58S
          '8': DWS3
          '9': HNJK
          '10': 5AX8
          '11': LZIC
          '12': 54SK
          '13': URQH
          '14': 9BPE
          '15': FF1D
          '16': ZJS8
          '17': 363J
  splits:
  - name: train
    num_bytes: 821578
    num_examples: 11217
  - name: validation
    num_bytes: 118448
    num_examples: 1603
  - name: test
    num_bytes: 234707
    num_examples: 3205
  download_size: 336631552
  dataset_size: 1174733
- config_name: JP
  features:
  - name: LEI
    dtype: string
  - name: Entity.LegalName
    dtype: string
  - name: Entity.LegalForm.EntityLegalFormCode
    dtype:
      class_label:
        names:
          '0': T417
          '1': '8888'
          '2': DYQK
          '3': 7QQ0
          '4': N3JU
          '5': R4LR
          '6': IUVI
          '7': MXMH
          '8': 2NRQ
          '9': VQLD
          '10': 5MVV
  splits:
  - name: train
    num_bytes: 631539
    num_examples: 7100
  - name: validation
    num_bytes: 90587
    num_examples: 1015
  - name: test
    num_bytes: 181511
    num_examples: 2029
  download_size: 336631552
  dataset_size: 903637
- config_name: KY
  features:
  - name: LEI
    dtype: string
  - name: Entity.LegalName
    dtype: string
  - name: Entity.LegalForm.EntityLegalFormCode
    dtype:
      class_label:
        names:
          '0': OSBR
          '1': '8888'
          '2': XAQA
          '3': 6XB7
          '4': MPUG
          '5': MP7S
          '6': 4XP8
          '7': K575
          '8': T5UM
          '9': JDX6
          '10': 8HR7
  splits:
  - name: train
    num_bytes: 1016757
    num_examples: 14760
  - name: validation
    num_bytes: 146461
    num_examples: 2109
  - name: test
    num_bytes: 290930
    num_examples: 4218
  download_size: 336631552
  dataset_size: 1454148
- config_name: LI
  features:
  - name: LEI
    dtype: string
  - name: Entity.LegalName
    dtype: string
  - name: Entity.LegalForm.EntityLegalFormCode
    dtype:
      class_label:
        names:
          '0': TV8Y
          '1': TMU1
          '2': BSZ8
          '3': 7RRP
          '4': 1DGT
          '5': '8888'
          '6': 53QF
          '7': WAK8
          '8': Y8LH
          '9': IF49
          '10': 32HC
          '11': ANSR
          '12': 1SOY
  splits:
  - name: train
    num_bytes: 376425
    num_examples: 6555
  - name: validation
    num_bytes: 53149
    num_examples: 937
  - name: test
    num_bytes: 106841
    num_examples: 1873
  download_size: 336631552
  dataset_size: 536415
- config_name: LU
  features:
  - name: LEI
    dtype: string
  - name: Entity.LegalName
    dtype: string
  - name: Entity.LegalForm.EntityLegalFormCode
    dtype:
      class_label:
        names:
          '0': '8888'
          '1': DVXS
          '2': 5GGB
          '3': U8KA
          '4': UDY2
          '5': 81G5
          '6': 63P9
          '7': SQ1A
          '8': AIR5
          '9': WCEP
          '10': 2JEI
          '11': HHR4
          '12': V19Y
          '13': BKAB
          '14': STBC
          '15': V5OS
          '16': 2S2U
          '17': ZFFA
          '18': ATQY
          '19': EUT4
          '20': BEAN
          '21': LCR0
          '22': 7SIZ
          '23': 9C91
          '24': 2IGL
          '25': 68J6
  splits:
  - name: train
    num_bytes: 1607146
    num_examples: 24730
  - name: validation
    num_bytes: 229872
    num_examples: 3533
  - name: test
    num_bytes: 457413
    num_examples: 7066
  download_size: 336631552
  dataset_size: 2294431
- config_name: NL
  features:
  - name: LEI
    dtype: string
  - name: Entity.LegalName
    dtype: string
  - name: Entity.LegalForm.EntityLegalFormCode
    dtype:
      class_label:
        names:
          '0': 54M6
          '1': V44D
          '2': B5PM
          '3': '8888'
          '4': EZQW
          '5': JHK5
          '6': NFFH
          '7': CODH
          '8': 62Y3
          '9': L7HX
          '10': A0W7
          '11': 4QXM
          '12': 33MN
          '13': BBEB
          '14': M1IZ
          '15': 9AAK
          '16': DEO1
          '17': GNXT
          '18': UNJ2
  splits:
  - name: train
    num_bytes: 3897155
    num_examples: 66238
  - name: validation
    num_bytes: 556922
    num_examples: 9463
  - name: test
    num_bytes: 1113310
    num_examples: 18926
  download_size: 336631552
  dataset_size: 5567387
- config_name: 'NO'
  features:
  - name: LEI
    dtype: string
  - name: Entity.LegalName
    dtype: string
  - name: Entity.LegalForm.EntityLegalFormCode
    dtype:
      class_label:
        names:
          '0': YI42
          '1': '8888'
          '2': FSBD
          '3': O0EU
          '4': 3C7U
          '5': CF5L
          '6': LJJW
          '7': V06W
          '8': IQGE
          '9': EXD7
          '10': K5P8
          '11': 8S9H
          '12': GYY6
          '13': 3L58
          '14': R71C
          '15': 4ZRR
          '16': 5ZTZ
          '17': BJ65
          '18': 326Y
          '19': ZQ0Q
          '20': PB3V
          '21': M9IQ
          '22': 9DI1
          '23': AEV1
          '24': 50TD
          '25': YTMC
          '26': Q0Q1
  splits:
  - name: train
    num_bytes: 1270155
    num_examples: 24206
  - name: validation
    num_bytes: 181640
    num_examples: 3459
  - name: test
    num_bytes: 363439
    num_examples: 6917
  download_size: 336631552
  dataset_size: 1815234
- config_name: PL
  features:
  - name: LEI
    dtype: string
  - name: Entity.LegalName
    dtype: string
  - name: Entity.LegalForm.EntityLegalFormCode
    dtype:
      class_label:
        names:
          '0': FJ0E
          '1': O7XB
          '2': RBHP
          '3': BSJT
          '4': ZVVM
          '5': OMX0
          '6': '8888'
          '7': 96XK
          '8': 629I
          '9': H7OD
          '10': 8TOF
          '11': WUJ2
          '12': T7PB
          '13': B21W
          '14': ZZKE
          '15': AL9T
          '16': 13ZV
          '17': KM66
          '18': LT9U
          '19': SVA3
          '20': SP4S
          '21': 60BG
          '22': J3A3
          '23': 3BJG
          '24': JCKO
          '25': WNX1
          '26': QUX1
          '27': FQ5Y
          '28': 5F76
          '29': WOK7
          '30': QYL4
          '31': GZE5
          '32': SMIS
          '33': CY1M
          '34': YLZL
          '35': RUCO
  splits:
  - name: train
    num_bytes: 1178603
    num_examples: 14313
  - name: validation
    num_bytes: 168339
    num_examples: 2045
  - name: test
    num_bytes: 335912
    num_examples: 4090
  download_size: 336631552
  dataset_size: 1682854
- config_name: SE
  features:
  - name: LEI
    dtype: string
  - name: Entity.LegalName
    dtype: string
  - name: Entity.LegalForm.EntityLegalFormCode
    dtype:
      class_label:
        names:
          '0': XJHM
          '1': BEAY
          '2': '8888'
          '3': CX05
          '4': BYQJ
          '5': OJ9I
          '6': 1TN0
          '7': C61P
          '8': AZTO
          '9': 2UAX
          '10': O1QI
          '11': SSOM
          '12': 54P7
          '13': G04R
          '14': M0Y0
          '15': 381R
          '16': PDQ0
          '17': WZDB
  splits:
  - name: train
    num_bytes: 2305340
    num_examples: 39536
  - name: validation
    num_bytes: 329675
    num_examples: 5649
  - name: test
    num_bytes: 658752
    num_examples: 11297
  download_size: 336631552
  dataset_size: 3293767
- config_name: US-CA
  features:
  - name: LEI
    dtype: string
  - name: Entity.LegalName
    dtype: string
  - name: Entity.LegalForm.EntityLegalFormCode
    dtype:
      class_label:
        names:
          '0': '8888'
          '1': K7YU
          '2': 5HQ4
          '3': H1UM
          '4': EI4J
          '5': 7CDL
          '6': PZR6
          '7': SQ7B
          '8': CVXK
          '9': G1P6
          '10': KQXA
          '11': N295
          '12': BADE
  splits:
  - name: train
    num_bytes: 270795
    num_examples: 4237
  - name: validation
    num_bytes: 38989
    num_examples: 606
  - name: test
    num_bytes: 77500
    num_examples: 1211
  download_size: 336631552
  dataset_size: 387284
- config_name: US-NY
  features:
  - name: LEI
    dtype: string
  - name: Entity.LegalName
    dtype: string
  - name: Entity.LegalForm.EntityLegalFormCode
    dtype:
      class_label:
        names:
          '0': '8888'
          '1': 51RC
          '2': PJ10
          '3': SDX0
          '4': BO6L
          '5': XIZI
          '6': EPCY
          '7': M0ER
          '8': 4VH5
          '9': N3JU
          '10': T417
  splits:
  - name: train
    num_bytes: 210778
    num_examples: 3352
  - name: validation
    num_bytes: 30219
    num_examples: 479
  - name: test
    num_bytes: 60119
    num_examples: 958
  download_size: 336631552
  dataset_size: 301116
- config_name: VG
  features:
  - name: LEI
    dtype: string
  - name: Entity.LegalName
    dtype: string
  - name: Entity.LegalForm.EntityLegalFormCode
    dtype:
      class_label:
        names:
          '0': '8888'
          '1': 6EH6
          '2': YOP9
          '3': Q62B
          '4': ZHED
          '5': N28C
          '6': BST2
          '7': GLCI
          '8': JS65
  splits:
  - name: train
    num_bytes: 656507
    num_examples: 10798
  - name: validation
    num_bytes: 93457
    num_examples: 1543
  - name: test
    num_bytes: 187534
    num_examples: 3086
  download_size: 336631552
  dataset_size: 937498
- config_name: CN
  features:
  - name: LEI
    dtype: string
  - name: Entity.LegalName
    dtype: string
  - name: Entity.LegalForm.EntityLegalFormCode
    dtype:
      class_label:
        names:
          '0': ECAK
          '1': '8888'
          '2': 6NSC
          '3': B5UZ
          '4': 1IWK
          '5': E4FG
          '6': 2M6Y
          '7': UMCR
          '8': I39S
          '9': GGZ5
          '10': SH05
          '11': RV48
          '12': OH9O
          '13': YXJ5
          '14': CYV6
          '15': V816
          '16': BDTI
          '17': 8XAW
          '18': DLEK
          '19': OMUD
  splits:
  - name: train
    num_bytes: 2357053
    num_examples: 31713
  - name: validation
    num_bytes: 336490
    num_examples: 4531
  - name: test
    num_bytes: 674663
    num_examples: 9061
  download_size: 336631552
  dataset_size: 3368206
- config_name: ZA
  features:
  - name: LEI
    dtype: string
  - name: Entity.LegalName
    dtype: string
  - name: Entity.LegalForm.EntityLegalFormCode
    dtype:
      class_label:
        names:
          '0': GQVQ
          '1': '8888'
          '2': XE4Z
          '3': R59V
          '4': 4YUU
          '5': R155
          '6': MZT6
          '7': J7L0
          '8': U89P
  splits:
  - name: train
    num_bytes: 56860
    num_examples: 857
  - name: validation
    num_bytes: 8072
    num_examples: 123
  - name: test
    num_bytes: 16068
    num_examples: 245
  download_size: 336631552
  dataset_size: 81000
---

# Dataset Card for "LENU - Legal Entity Name Understanding"

---------------

<h1 align="center">
<a href="https://gleif.org">
<img src="http://sdglabs.ai/wp-content/uploads/2022/07/gleif-logo-new.png" width="220px" style="display: inherit">
</a>
</h1><br>
<h3 align="center">in collaboration with</h3> 
<h1 align="center">
<a href="https://sociovestix.com">
<img src="https://sociovestix.com/img/svl_logo_centered.svg" width="700px" style="width: 100%">
</a>
</h1><br>

---------------

## Table of Contents
- [Dataset Card Creation Guide](#dataset-card-creation-guide)
  - [Table of Contents](#table-of-contents)
  - [Dataset Description](#dataset-description)
    - [Dataset Summary](#dataset-summary)
    - [Languages](#languages)
  - [Dataset Structure](#dataset-structure)
    - [Data Instances](#data-instances)
    - [Data Fields](#data-fields)
    - [Data Splits](#data-splits)
- [Licensing Information](#licensing-information)

## Dataset Description

- **Homepage:** [gleif.org](https://gleif.org)
- **Repository:** [The LENU project](https://github.com/Sociovestix/lenu)
- **Point of Contact:** [aarimond](https://huggingface.co/aarimond)

### Dataset Summary

This dataset contains legal entity names from the Global LEI System in which each entity is
assigned with a unique
[Legal Entity Identifier](https://www.gleif.org/en/about-lei/introducing-the-legal-entity-identifier-lei)
(LEI) code (ISO Standard 17441)
along with their corresponding
[Entity Legal Form (ELF) Codes](https://www.gleif.org/en/about-lei/code-lists/iso-20275-entity-legal-forms-code-list)
(ISO Standard 20275),
which specifies the legal form of each entity.

The dataset has been created as part of a collaboration of the [Global Legal Entity Identifier Foundation](https://gleif.org) (GLEIF) and
[Sociovestix Labs](https://sociovestix.com) with the goal to explore how Machine Learning can support in detecting the ELF Code solely based on an entity's legal name and legal jurisdiction.
See also the open source python library [LENU](https://github.com/Sociovestix/lenu), which supports in this task.

The data is created from LEI data downloaded from 
[GLEIF's public website](https://www.gleif.org/en/lei-data/gleif-golden-copy/download-the-golden-copy/)
(Date: 2022-11-01 00:00), where it is accessible free of charge.
It is divided into subsets for a selection of legal jurisdictions, whereas each Jurisdiction has its own set of ELF Codes.
The ELF Code reference list can be downloaded [here](https://www.gleif.org/en/about-lei/code-lists/iso-20275-entity-legal-forms-code-list).


### Languages

The data contains several major Jurisdictions (e.g. US-DE (US Delaware), JP (Japan), DE (Germany) and others).
Legal entity names usually follow certain language patterns, depending on which jurisdiction they are located in.
Thus, we apply models that are pre-trained on the corresponding language.


## Dataset Structure

### Data Instances

The data contains of the LEI, the corresponding legal name and ELF Code. 

```
{
  'LEI': '254900OMZ079O2SDWA75',
  'Entity.LegalName': 'Park Reseda Mortgage LLC',
  'Entity.LegalForm.EntityLegalFormCode': 0 
}
```

### Data Fields

This is just a subset of available fields in the LEI system. All fields are described in detail in GLEIF's 
[LEI Common Data Format (CDF)](https://www.gleif.org/en/about-lei/common-data-file-format/current-versions/level-1-data-lei-cdf-3-1-format).

- `LEI`: The [Legal Entity Identifier](https://www.gleif.org/en/about-lei/introducing-the-legal-entity-identifier-lei) Code. Uniquely identifies a Legal Entity.
- `Entity.LegalName`: The official name of the legal entity as registered in the LEI system.
- `Entity.LegalForm.EntityLegalFormCode`: class encoded column which contains the [Entity Legal Form Code](https://www.gleif.org/en/about-lei/code-lists/iso-20275-entity-legal-forms-code-list)


### Data Splits

We have divided each jurisdiction's subset into stratified train (70%), validation (10%) and test (20%) splits.
ELF Codes that appear less than three times in a Jurisdiction have been removed. 


## Licensing Information

This dataset, which is based on LEI data, is available under Creative Commons (CC0) license. 
See [gleif.org/en/about/open-data](https://gleif.org/en/about/open-data).