ProfessorBob/relation_extraction

--- dataset_info: features: - name: triplets sequence: string - name: passage dtype: string - name: label dtype: string - name: label_id dtype: int64 - name: synonyms sequence: string - name: __index_level_1__ dtype: int64 - name: __index_level_0__ dtype: int64 splits: - name: train num_bytes: 179763173 num_examples: 123169 download_size: 66368928 dataset_size: 179763173 --- # Data points per relation : | | Count | |---------------------------------------------------|-------| | instance of | 8461 | | occupation | 3552 | | place of birth | 1980 | | family name | 1977 | | given name | 1886 | | country | 1731 | | country of citizenship | 1677 | | has part(s) | 1639 | | educated at | 1457 | | shares border with | 1329 | | sex or gender | 1326 | | award received | 1313 | | genre | 1285 | | contains the administrative territorial entity | 1094 | | child | 1080 | | located in the administrative territorial entity | 994 | | participant in | 984 | | position held | 966 | | spouse | 956 | | sibling | 905 | | place of death | 886 | | partially coincident with | 761 | | father | 748 | | member of | 738 | | sport | 675 | | notable work | 657 | | field of work | 612 | | mother | 569 | | languages spoken, written or signed | 560 | | country of origin | 545 | | facet of | 528 | | conflict | 528 | | member of sports team | 522 | | part of | 505 | | present in work | 485 | | has effect | 468 | | place of burial | 420 | | named after | 419 | | location | 407 | | significant event | 371 | | characters | 367 | | subclass of | 359 | | manner of death | 359 | | headquarters location | 352 | | director | 348 | | participant | 345 | | employer | 338 | | uses | 319 | | religion or worldview | 315 | | has use | 304 | | noble title | 303 | | language used | 302 | | nominated for | 301 | | has works in the collection | 298 | | opposite of | 292 | | family | 291 | | different from | 287 | | native language | 286 | | capital | 283 | | founded by | 273 | | work location | 272 | | residence | 269 | | language of work or name | 263 | | member of political party | 262 | | platform | 257 | | applies to jurisdiction | 255 | | cause of death | 249 | | owned by | 235 | | military branch | 232 | | student of | 226 | | composer | 221 | | cause | 219 | | continent | 219 | | screenwriter | 219 | | performer | 215 | | military rank | 214 | | main subject | 210 | | relative | 207 | | creator | 193 | | depicts | 191 | | head of government | 190 | | industry | 189 | | producer | 187 | | has quality | 182 | | form of creative work | 181 | | record label | 181 | | operator | 177 | | has contributing factor | 176 | | replaces | 174 | | student | 173 | | developer | 173 | | color | 172 | | country for sport | 172 | | said to be the same as | 166 | | writing language | 165 | | sports discipline competed in | 163 | | based on | 162 | | instrument | 161 | | topic's main category | 159 | | participating team | 157 | | followed by | 157 | | production company | 155 | | ethnic group | 151 | | office held by head of government | 144 | | league | 143 | | original language of film or TV show | 143 | | has subsidiary | 143 | | architect | 141 | | victory | 141 | | has part(s) of the class | 135 | | located in/on physical feature | 132 | | time period | 132 | | part of the series | 131 | | made from material | 128 | | author | 125 | | heritage designation | 120 | | location of formation | 118 | | allegiance | 117 | | parent organization | 115 | | narrative location | 114 | | capital of | 112 | | manufacturer | 111 | | product or material produced | 110 | | replaced by | 110 | | position played on team / speciality | 109 | | taxon rank | 108 | | tracklist | 107 | | consecrator | 106 | | twinned administrative body | 105 | | found in taxon | 104 | | winner | 101 | | connects with | 96 | | parent taxon | 95 | | original broadcaster | 95 | | home venue | 94 | | publisher | 91 | | discoverer or inventor | 89 | | has edition or translation | 88 | | distribution format | 88 | | legal form | 80 | | operating system | 79 | | architectural style | 78 | | filming location | 77 | | described by source | 76 | | medical condition | 73 | | subject has role | 71 | | movement | 71 | | lyrics by | 70 | | organizer | 70 | | competition class | 67 | | chairperson | 67 | | presenter | 65 | | located in protected area | 64 | | religious order | 64 | | academic degree | 63 | | media franchise | 63 | | candidate | 62 | | head coach | 61 | | candidacy in election | 59 | | transport network | 58 | | has immediate cause | 58 | | category of associated people | 57 | | follows | 55 | | affiliation | 52 | | legislated by | 51 | | copyright license | 49 | | connecting line | 49 | | contributor to the creative work or subject | 47 | | connecting service | 47 | | country of registry | 46 | | start point | 42 | | collection | 39 | | exhibition history | 38 | | located on street | 37 | | season | 36 | | indigenous to | 36 | | place of publication | 36 | | contains settlement | 35 | | voice actor | 34 | | distributed by | 34 | | film editor | 33 | | archives at | 32 | | foundational text | 32 | | owner of | 32 | | sponsor | 31 | | mountain range | 30 | | place of detention | 29 | | day of week | 28 | | ancestral home | 27 | | occupant | 27 | | location of creation | 26 | | game mode | 26 | | state of use | 25 | | adjacent station | 25 | | writing system | 24 | | crosses | 24 | | honorific prefix | 21 | | dedicated to | 20 | | amended by | 20 | | director of photography | 18 | | copyright status | 18 | | published in | 17 | | is a list of | 17 | | maintained by | 16 | | commemorates | 14 | | repealed by | 14 | | sports season of league or competition | 12 | | editor | 12 | | voice type | 12 | | category for people born here | 11 | | associated electoral district | 11 | | topic's main template | 10 | | fabrication method | 10 | | does not have cause | 10 | | addressee | 10 | | has facility | 10 | | endemic to | 9 | | cause of destruction | 9 | | general classification of race participants | 8 | | state of conservation | 8 | | artist files at | 8 | | terminus location | 8 | | related category | 8 | | terminus | 6 | | referee | 5 | | significant place | 4 | | hotel rating | 3 | | access restriction status | 2 | | associated cadastral district | 1 | | appears in the heritage monument list | 1 | | category for ship name | 1 | | study type | 1 | | online access status | 1 | | diel cycle | 1 | | copyright status as a creator | 1 | | taxon synonym | 1 |

原始信息汇总

数据集概述

数据集信息

特征

• triplets: 字符串序列
• passage: 字符串类型
• label: 字符串类型
• label_id: 64位整数类型
• synonyms: 字符串序列
• index_level_1: 64位整数类型
• index_level_0: 64位整数类型

数据分割

• train:
  • 字节数: 179763173
  • 样本数: 123169

数据集大小

• 下载大小: 66368928 字节
• 数据集大小: 179763173 字节

关系类型及其数据点数量

关系类型	数据点数量
instance of	8461
occupation	3552
place of birth	1980
family name	1977
given name	1886
country	1731
country of citizenship	1677
has part(s)	1639
educated at	1457
shares border with	1329
sex or gender	1326
award received	1313
genre	1285
contains the administrative territorial entity	1094
child	1080
located in the administrative territorial entity	994
participant in	984
position held	966
spouse	956
sibling	905
place of death	886
partially coincident with	761
father	748
member of	738
sport	675
notable work	657
field of work	612
mother	569
languages spoken, written or signed	560
country of origin	545
facet of	528
conflict	528
member of sports team	522
part of	505
present in work	485
has effect	468
place of burial	420
named after	419
location	407
significant event	371
characters	367
subclass of	359
manner of death	359
headquarters location	352
director	348
participant	345
employer	338
uses	319
religion or worldview	315
has use	304
noble title	303
language used	302
nominated for	301
has works in the collection	298
opposite of	292
family	291
different from	287
native language	286
capital	283
founded by	273
work location	272
residence	269
language of work or name	263
member of political party	262
platform	257
applies to jurisdiction	255
cause of death	249
owned by	235
military branch	232
student of	226
composer	221
cause	219
continent	219
screenwriter	219
performer	215
military rank	214
main subject	210
relative	207
creator	193
depicts	191
head of government	190
industry	189
producer	187
has quality	182
form of creative work	181
record label	181
operator	177
has contributing factor	176
replaces	174
student	173
developer	173
color	172
country for sport	172
said to be the same as	166
writing language	165
sports discipline competed in	163
based on	162
instrument	161
topics main category	159
participating team	157
followed by	157
production company	155
ethnic group	151
office held by head of government	144
league	143
original language of film or TV show	143
has subsidiary	143
architect	141
victory	141
has part(s) of the class	135
located in/on physical feature	132
time period	132
part of the series	131
made from material	128
author	125
heritage designation	120
location of formation	118
allegiance	117
parent organization	115
narrative location	114
capital of	112
manufacturer	111
product or material produced	110
replaced by	110
position played on team / speciality	109
taxon rank	108
tracklist	107
consecrator	106
twinned administrative body	105
found in taxon	104
winner	101
connects with	96
parent taxon	95
original broadcaster	95
home venue	94
publisher	91
discoverer or inventor	89
has edition or translation	88
distribution format	88
legal form	80
operating system	79
architectural style	78
filming location	77
described by source	76
medical condition	73
subject has role	71
movement	71
lyrics by	70
organizer	70
competition class	67
chairperson	67
presenter	65
located in protected area	64
religious order	64
academic degree	63
media franchise	63
candidate	62
head coach	61
candidacy in election	59
transport network	58
has immediate cause	58
category of associated people	57
follows	55
affiliation	52
legislated by	51
copyright license	49
connecting line	49
contributor to the creative work or subject	47
connecting service	47
country of registry	46
start point	42
collection	39
exhibition history	38
located on street	37
season	36
indigenous to	36
place of publication	36
contains settlement	35
voice actor	34
distributed by	34
film editor	33
archives at	32
foundational text	32
owner of	32
sponsor	31
mountain range	30
place of detention	29
day of week	28
ancestral home	27
occupant	27
location of creation	26
game mode	26
state of use	25
adjacent station	25
writing system	24
crosses	24
honorific prefix	21
dedicated to	20
amended by	20
director of photography	18
copyright status	18
published in	17
is a list of	17
maintained by	16
commemorates	14
repealed by	14
sports season of league or competition	12
editor	12
voice type	12
category for people born here	11
associated electoral district	11
topics main template	10
fabrication method	10
does not have cause	10
addressee	10
has facility	10
endemic to	9
cause of destruction	9
general classification of race participants	8
state of conservation	8
artist files at	8
terminus location	8
related category	8
terminus	6
referee	5
significant place	4
hotel rating	3
access restriction status	2
associated cadastral district	1
appears in the heritage monument list	1
category for ship name	1
study type	1
online access status	1
diel cycle	1
copyright status as a creator	1
taxon synonym	1