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The dataset generation failed because of a cast error
Error code: DatasetGenerationCastError
Exception: DatasetGenerationCastError
Message: An error occurred while generating the dataset
All the data files must have the same columns, but at some point there are 2 new columns ({'id', 'sent'}) and 2 missing columns ({'relation_prop_wiki', 'tokens'}).
This happened while the json dataset builder was generating data using
hf://datasets/Sefika/FewRel_Inverse_Relations/artificial_tekgen_inverse.json (at revision abf0c205214e77bc180d30e46ccd08e40871cbd2), [/tmp/hf-datasets-cache/medium/datasets/22717324523303-config-parquet-and-info-Sefika-FewRel_Inverse_Rel-f6bc8866/hub/datasets--Sefika--FewRel_Inverse_Relations/snapshots/abf0c205214e77bc180d30e46ccd08e40871cbd2/artificial_fewrel_inverse.json (origin=hf://datasets/Sefika/FewRel_Inverse_Relations@abf0c205214e77bc180d30e46ccd08e40871cbd2/artificial_fewrel_inverse.json), /tmp/hf-datasets-cache/medium/datasets/22717324523303-config-parquet-and-info-Sefika-FewRel_Inverse_Rel-f6bc8866/hub/datasets--Sefika--FewRel_Inverse_Relations/snapshots/abf0c205214e77bc180d30e46ccd08e40871cbd2/artificial_tekgen_inverse.json (origin=hf://datasets/Sefika/FewRel_Inverse_Relations@abf0c205214e77bc180d30e46ccd08e40871cbd2/artificial_tekgen_inverse.json), /tmp/hf-datasets-cache/medium/datasets/22717324523303-config-parquet-and-info-Sefika-FewRel_Inverse_Rel-f6bc8866/hub/datasets--Sefika--FewRel_Inverse_Relations/snapshots/abf0c205214e77bc180d30e46ccd08e40871cbd2/croissant/inverse_relations_croissant.json (origin=hf://datasets/Sefika/FewRel_Inverse_Relations@abf0c205214e77bc180d30e46ccd08e40871cbd2/croissant/inverse_relations_croissant.json), /tmp/hf-datasets-cache/medium/datasets/22717324523303-config-parquet-and-info-Sefika-FewRel_Inverse_Rel-f6bc8866/hub/datasets--Sefika--FewRel_Inverse_Relations/snapshots/abf0c205214e77bc180d30e46ccd08e40871cbd2/fewrel_inverse_relations.json (origin=hf://datasets/Sefika/FewRel_Inverse_Relations@abf0c205214e77bc180d30e46ccd08e40871cbd2/fewrel_inverse_relations.json), /tmp/hf-datasets-cache/medium/datasets/22717324523303-config-parquet-and-info-Sefika-FewRel_Inverse_Rel-f6bc8866/hub/datasets--Sefika--FewRel_Inverse_Relations/snapshots/abf0c205214e77bc180d30e46ccd08e40871cbd2/inverse_relations_croissant.json (origin=hf://datasets/Sefika/FewRel_Inverse_Relations@abf0c205214e77bc180d30e46ccd08e40871cbd2/inverse_relations_croissant.json), /tmp/hf-datasets-cache/medium/datasets/22717324523303-config-parquet-and-info-Sefika-FewRel_Inverse_Rel-f6bc8866/hub/datasets--Sefika--FewRel_Inverse_Relations/snapshots/abf0c205214e77bc180d30e46ccd08e40871cbd2/original_fewrel_inverse.json (origin=hf://datasets/Sefika/FewRel_Inverse_Relations@abf0c205214e77bc180d30e46ccd08e40871cbd2/original_fewrel_inverse.json), /tmp/hf-datasets-cache/medium/datasets/22717324523303-config-parquet-and-info-Sefika-FewRel_Inverse_Rel-f6bc8866/hub/datasets--Sefika--FewRel_Inverse_Relations/snapshots/abf0c205214e77bc180d30e46ccd08e40871cbd2/original_tekgen_inverse.json (origin=hf://datasets/Sefika/FewRel_Inverse_Relations@abf0c205214e77bc180d30e46ccd08e40871cbd2/original_tekgen_inverse.json), /tmp/hf-datasets-cache/medium/datasets/22717324523303-config-parquet-and-info-Sefika-FewRel_Inverse_Rel-f6bc8866/hub/datasets--Sefika--FewRel_Inverse_Relations/snapshots/abf0c205214e77bc180d30e46ccd08e40871cbd2/tekgen_relations.json (origin=hf://datasets/Sefika/FewRel_Inverse_Relations@abf0c205214e77bc180d30e46ccd08e40871cbd2/tekgen_relations.json)], ['hf://datasets/Sefika/FewRel_Inverse_Relations@abf0c205214e77bc180d30e46ccd08e40871cbd2/artificial_fewrel_inverse.json', 'hf://datasets/Sefika/FewRel_Inverse_Relations@abf0c205214e77bc180d30e46ccd08e40871cbd2/artificial_tekgen_inverse.json', 'hf://datasets/Sefika/FewRel_Inverse_Relations@abf0c205214e77bc180d30e46ccd08e40871cbd2/croissant/inverse_relations_croissant.json', 'hf://datasets/Sefika/FewRel_Inverse_Relations@abf0c205214e77bc180d30e46ccd08e40871cbd2/fewrel_inverse_relations.json', 'hf://datasets/Sefika/FewRel_Inverse_Relations@abf0c205214e77bc180d30e46ccd08e40871cbd2/inverse_relations_croissant.json', 'hf://datasets/Sefika/FewRel_Inverse_Relations@abf0c205214e77bc180d30e46ccd08e40871cbd2/original_fewrel_inverse.json', 'hf://datasets/Sefika/FewRel_Inverse_Relations@abf0c205214e77bc180d30e46ccd08e40871cbd2/original_tekgen_inverse.json', 'hf://datasets/Sefika/FewRel_Inverse_Relations@abf0c205214e77bc180d30e46ccd08e40871cbd2/tekgen_relations.json']
Please either edit the data files to have matching columns, or separate them into different configurations (see docs at https://hf.co/docs/hub/datasets-manual-configuration#multiple-configurations)
Traceback: Traceback (most recent call last):
File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 1893, in _prepare_split_single
writer.write_table(table)
File "/usr/local/lib/python3.12/site-packages/datasets/arrow_writer.py", line 765, in write_table
self._write_table(pa_table, writer_batch_size=writer_batch_size)
File "/usr/local/lib/python3.12/site-packages/datasets/arrow_writer.py", line 773, in _write_table
pa_table = table_cast(pa_table, self._schema)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.12/site-packages/datasets/table.py", line 2281, in table_cast
return cast_table_to_schema(table, schema)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.12/site-packages/datasets/table.py", line 2227, in cast_table_to_schema
raise CastError(
datasets.table.CastError: Couldn't cast
id: string
head_to_tail: string
tail_to_head: string
sent: string
tail: list<item: extension<arrow.json>>
child 0, item: extension<arrow.json>
head: list<item: extension<arrow.json>>
child 0, item: extension<arrow.json>
artificial_data: list<item: struct<Original: string, Artifical: string>>
child 0, item: struct<Original: string, Artifical: string>
child 0, Original: string
child 1, Artifical: string
-- schema metadata --
huggingface: '{"info": {"features": {"id": {"dtype": "string", "_type": "' + 435
to
{'head_to_tail': Value('string'), 'tail_to_head': Value('string'), 'tokens': List(Value('string')), 'tail': List(Json(decode=True)), 'head': List(Json(decode=True)), 'relation_prop_wiki': List({'from': {'type': Value('string'), 'value': Value('string')}, 'to': {'type': Value('string'), 'value': Value('string')}, 'prop': {'type': Value('string'), 'value': Value('string')}}), 'artificial_data': List({'Original': Value('string'), 'Artifical': Value('string')})}
because column names don't match
During handling of the above exception, another exception occurred:
Traceback (most recent call last):
File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 1347, in compute_config_parquet_and_info_response
parquet_operations = convert_to_parquet(builder)
^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 980, in convert_to_parquet
builder.download_and_prepare(
File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 884, in download_and_prepare
self._download_and_prepare(
File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 947, in _download_and_prepare
self._prepare_split(split_generator, **prepare_split_kwargs)
File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 1739, in _prepare_split
for job_id, done, content in self._prepare_split_single(
^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 1895, in _prepare_split_single
raise DatasetGenerationCastError.from_cast_error(
datasets.exceptions.DatasetGenerationCastError: An error occurred while generating the dataset
All the data files must have the same columns, but at some point there are 2 new columns ({'id', 'sent'}) and 2 missing columns ({'relation_prop_wiki', 'tokens'}).
This happened while the json dataset builder was generating data using
hf://datasets/Sefika/FewRel_Inverse_Relations/artificial_tekgen_inverse.json (at revision abf0c205214e77bc180d30e46ccd08e40871cbd2), [/tmp/hf-datasets-cache/medium/datasets/22717324523303-config-parquet-and-info-Sefika-FewRel_Inverse_Rel-f6bc8866/hub/datasets--Sefika--FewRel_Inverse_Relations/snapshots/abf0c205214e77bc180d30e46ccd08e40871cbd2/artificial_fewrel_inverse.json (origin=hf://datasets/Sefika/FewRel_Inverse_Relations@abf0c205214e77bc180d30e46ccd08e40871cbd2/artificial_fewrel_inverse.json), /tmp/hf-datasets-cache/medium/datasets/22717324523303-config-parquet-and-info-Sefika-FewRel_Inverse_Rel-f6bc8866/hub/datasets--Sefika--FewRel_Inverse_Relations/snapshots/abf0c205214e77bc180d30e46ccd08e40871cbd2/artificial_tekgen_inverse.json (origin=hf://datasets/Sefika/FewRel_Inverse_Relations@abf0c205214e77bc180d30e46ccd08e40871cbd2/artificial_tekgen_inverse.json), /tmp/hf-datasets-cache/medium/datasets/22717324523303-config-parquet-and-info-Sefika-FewRel_Inverse_Rel-f6bc8866/hub/datasets--Sefika--FewRel_Inverse_Relations/snapshots/abf0c205214e77bc180d30e46ccd08e40871cbd2/croissant/inverse_relations_croissant.json (origin=hf://datasets/Sefika/FewRel_Inverse_Relations@abf0c205214e77bc180d30e46ccd08e40871cbd2/croissant/inverse_relations_croissant.json), /tmp/hf-datasets-cache/medium/datasets/22717324523303-config-parquet-and-info-Sefika-FewRel_Inverse_Rel-f6bc8866/hub/datasets--Sefika--FewRel_Inverse_Relations/snapshots/abf0c205214e77bc180d30e46ccd08e40871cbd2/fewrel_inverse_relations.json (origin=hf://datasets/Sefika/FewRel_Inverse_Relations@abf0c205214e77bc180d30e46ccd08e40871cbd2/fewrel_inverse_relations.json), /tmp/hf-datasets-cache/medium/datasets/22717324523303-config-parquet-and-info-Sefika-FewRel_Inverse_Rel-f6bc8866/hub/datasets--Sefika--FewRel_Inverse_Relations/snapshots/abf0c205214e77bc180d30e46ccd08e40871cbd2/inverse_relations_croissant.json (origin=hf://datasets/Sefika/FewRel_Inverse_Relations@abf0c205214e77bc180d30e46ccd08e40871cbd2/inverse_relations_croissant.json), /tmp/hf-datasets-cache/medium/datasets/22717324523303-config-parquet-and-info-Sefika-FewRel_Inverse_Rel-f6bc8866/hub/datasets--Sefika--FewRel_Inverse_Relations/snapshots/abf0c205214e77bc180d30e46ccd08e40871cbd2/original_fewrel_inverse.json (origin=hf://datasets/Sefika/FewRel_Inverse_Relations@abf0c205214e77bc180d30e46ccd08e40871cbd2/original_fewrel_inverse.json), /tmp/hf-datasets-cache/medium/datasets/22717324523303-config-parquet-and-info-Sefika-FewRel_Inverse_Rel-f6bc8866/hub/datasets--Sefika--FewRel_Inverse_Relations/snapshots/abf0c205214e77bc180d30e46ccd08e40871cbd2/original_tekgen_inverse.json (origin=hf://datasets/Sefika/FewRel_Inverse_Relations@abf0c205214e77bc180d30e46ccd08e40871cbd2/original_tekgen_inverse.json), /tmp/hf-datasets-cache/medium/datasets/22717324523303-config-parquet-and-info-Sefika-FewRel_Inverse_Rel-f6bc8866/hub/datasets--Sefika--FewRel_Inverse_Relations/snapshots/abf0c205214e77bc180d30e46ccd08e40871cbd2/tekgen_relations.json (origin=hf://datasets/Sefika/FewRel_Inverse_Relations@abf0c205214e77bc180d30e46ccd08e40871cbd2/tekgen_relations.json)], ['hf://datasets/Sefika/FewRel_Inverse_Relations@abf0c205214e77bc180d30e46ccd08e40871cbd2/artificial_fewrel_inverse.json', 'hf://datasets/Sefika/FewRel_Inverse_Relations@abf0c205214e77bc180d30e46ccd08e40871cbd2/artificial_tekgen_inverse.json', 'hf://datasets/Sefika/FewRel_Inverse_Relations@abf0c205214e77bc180d30e46ccd08e40871cbd2/croissant/inverse_relations_croissant.json', 'hf://datasets/Sefika/FewRel_Inverse_Relations@abf0c205214e77bc180d30e46ccd08e40871cbd2/fewrel_inverse_relations.json', 'hf://datasets/Sefika/FewRel_Inverse_Relations@abf0c205214e77bc180d30e46ccd08e40871cbd2/inverse_relations_croissant.json', 'hf://datasets/Sefika/FewRel_Inverse_Relations@abf0c205214e77bc180d30e46ccd08e40871cbd2/original_fewrel_inverse.json', 'hf://datasets/Sefika/FewRel_Inverse_Relations@abf0c205214e77bc180d30e46ccd08e40871cbd2/original_tekgen_inverse.json', 'hf://datasets/Sefika/FewRel_Inverse_Relations@abf0c205214e77bc180d30e46ccd08e40871cbd2/tekgen_relations.json']
Please either edit the data files to have matching columns, or separate them into different configurations (see docs at https://hf.co/docs/hub/datasets-manual-configuration#multiple-configurations)Need help to make the dataset viewer work? Make sure to review how to configure the dataset viewer, and open a discussion for direct support.
head_to_tail string | tail_to_head string | tokens list | tail list | head list | relation_prop_wiki list | artificial_data list |
|---|---|---|---|---|---|---|
P25 | P40 | [
"He",
"was",
"a",
"son",
"of",
"Margrethe",
"Rode",
",",
"and",
"a",
"brother",
"of",
"writer",
"Helge",
"Rode",
"."
] | [
"\"helge rode\"",
"\"Q2703410\"",
"[[13,14]]"
] | [
"\"margrethe rode\"",
"\"Q13534333\"",
"[[5,6]]"
] | [
{
"from": {
"type": "uri",
"value": "http://www.wikidata.org/entity/Q13534333"
},
"to": {
"type": "uri",
"value": "http://www.wikidata.org/entity/Q2703410"
},
"prop": {
"type": "uri",
"value": "http://www.wikidata.org/prop/direct/P25"
}
},
{
"from"... | [
{
"Original": "margrethe rode",
"Artifical": "margrethe rode"
},
{
"Original": "helge rode",
"Artifical": "Dale Bailey rode"
}
] |
P40 | P22 | [
"Construction",
"of",
"the",
"Condado",
"Vanderbilt",
"began",
"in",
"1917",
"by",
"Frederick",
"William",
"Vanderbilt",
",",
"the",
"son",
"of",
"William",
"Henry",
"Vanderbilt",
"."
] | [
"\"frederick william vanderbilt\"",
"\"Q2174105\"",
"[[9,10,11]]"
] | [
"\"william henry vanderbilt\"",
"\"Q578647\"",
"[[16,17,18]]"
] | [
{
"from": {
"type": "uri",
"value": "http://www.wikidata.org/entity/Q578647"
},
"to": {
"type": "uri",
"value": "http://www.wikidata.org/entity/Q2174105"
},
"prop": {
"type": "uri",
"value": "http://www.wikidata.org/prop/direct/P40"
}
},
{
"from": ... | [
{
"Original": "william henry vanderbilt",
"Artifical": "Evelyn Hooper"
},
{
"Original": "frederick william vanderbilt",
"Artifical": "Daniel Mcdaniel DVM"
}
] |
P22 | P40 | [
"Pål",
"Erik",
"Ulvestad",
"is",
"the",
"brother",
"of",
"the",
"Burnley",
"player",
"Fredrik",
"and",
"Aalesund",
"player",
"Dan",
"Peter",
"Ulvestad",
",",
"and",
"son",
"of",
"the",
"former",
"footballer",
"Rune",
"Ulvestad",
"."
] | [
"\"p\\u00e5l erik ulvestad\"",
"\"Q919662\"",
"[[0,1,2]]"
] | [
"\"rune ulvestad\"",
"\"Q3376039\"",
"[[24,25]]"
] | [
{
"from": {
"type": "uri",
"value": "http://www.wikidata.org/entity/Q3376039"
},
"to": {
"type": "uri",
"value": "http://www.wikidata.org/entity/Q919662"
},
"prop": {
"type": "uri",
"value": "http://www.wikidata.org/prop/direct/P22"
}
},
{
"from": ... | [
{
"Original": "rune ulvestad",
"Artifical": "rune ulvestad"
},
{
"Original": "pål erik ulvestad",
"Artifical": "pål Ashley Henderson"
}
] |
P40 | P22 | [
"He",
"was",
"the",
"father",
"of",
"the",
"Catholic",
"politician",
"Denys",
"Cochin",
"and",
"the",
"grandfather",
"of",
"the",
"historian",
"Augustin",
"Cochin",
"."
] | [
"\"augustin cochin\"",
"\"Q568626\"",
"[[16,17]]"
] | [
"\"denys cochin\"",
"\"Q3023401\"",
"[[8,9]]"
] | [
{
"from": {
"type": "uri",
"value": "http://www.wikidata.org/entity/Q3023401"
},
"to": {
"type": "uri",
"value": "http://www.wikidata.org/entity/Q568626"
},
"prop": {
"type": "uri",
"value": "http://www.wikidata.org/prop/direct/P40"
}
},
{
"from": ... | [
{
"Original": "denys cochin",
"Artifical": "denys cochin"
},
{
"Original": "augustin cochin",
"Artifical": "Felicia Fields"
}
] |
P40 | P22 | [
"In",
"his",
"first",
"game",
",",
"he",
"had",
"played",
"alongside",
"the",
"brothers",
"Tom",
"and",
"Ken",
"Graveney",
";",
"in",
"his",
"last",
"game",
"he",
"played",
"alongside",
"Ken",
"'s",
"son",
"David",
"."
] | [
"\"david\"",
"\"Q5234328\"",
"[[26]]"
] | [
"\"ken graveney\"",
"\"Q6387701\"",
"[[13,14]]"
] | [
{
"from": {
"type": "uri",
"value": "http://www.wikidata.org/entity/Q6387701"
},
"to": {
"type": "uri",
"value": "http://www.wikidata.org/entity/Q5234328"
},
"prop": {
"type": "uri",
"value": "http://www.wikidata.org/prop/direct/P40"
}
},
{
"from":... | [
{
"Original": "ken graveney",
"Artifical": "Tommy Elliott"
},
{
"Original": "david",
"Artifical": "Selena Martinez"
}
] |
P40 | P22 | [
"There",
"is",
"much",
"more",
"information",
"for",
"the",
"life",
"of",
"Acestes",
"than",
"for",
"his",
"'",
"father",
"'",
",",
"Crinisus",
"."
] | [
"\"acestes\"",
"\"Q404275\"",
"[[9]]"
] | [
"\"crinisus\"",
"\"Q631865\"",
"[[17]]"
] | [
{
"from": {
"type": "uri",
"value": "http://www.wikidata.org/entity/Q631865"
},
"to": {
"type": "uri",
"value": "http://www.wikidata.org/entity/Q404275"
},
"prop": {
"type": "uri",
"value": "http://www.wikidata.org/prop/direct/P40"
}
},
{
"from": {... | [
{
"Original": "crinisus",
"Artifical": "crinisus"
},
{
"Original": "acestes",
"Artifical": "acestes"
}
] |
P40 | P22 | [
"Ziad",
"Rahbani",
"is",
"the",
"son",
"of",
"the",
"Lebanese",
"famous",
"composer",
"Assi",
"Rahbani",
"and",
"Nouhad",
"Haddad",
",",
"the",
"famous",
"Lebanese",
"female",
"singer",
"known",
"as",
"Fairuz",
"."
] | [
"\"ziad rahbani\"",
"\"Q3575465\"",
"[[0,1]]"
] | [
"\"assi rahbani\"",
"\"Q2868332\"",
"[[10,11]]"
] | [
{
"from": {
"type": "uri",
"value": "http://www.wikidata.org/entity/Q2868332"
},
"to": {
"type": "uri",
"value": "http://www.wikidata.org/entity/Q3575465"
},
"prop": {
"type": "uri",
"value": "http://www.wikidata.org/prop/direct/P40"
}
},
{
"from":... | [
{
"Original": "assi rahbani",
"Artifical": "Angela Gonzalez"
},
{
"Original": "ziad rahbani",
"Artifical": "Kevin Farley"
}
] |
P25 | P40 | [
"Mukesh",
"is",
"married",
"to",
"Nita",
"Ambani",
"and",
"has",
"two",
"sons",
",",
"Anant",
"and",
"Akash",
",",
"and",
"a",
"daughter",
",",
"Isha",
"."
] | [
"\"akash\"",
"\"Q23772157\"",
"[[13]]"
] | [
"\"nita ambani\"",
"\"Q7041178\"",
"[[4,5]]"
] | [
{
"from": {
"type": "uri",
"value": "http://www.wikidata.org/entity/Q7041178"
},
"to": {
"type": "uri",
"value": "http://www.wikidata.org/entity/Q23772157"
},
"prop": {
"type": "uri",
"value": "http://www.wikidata.org/prop/direct/P25"
}
},
{
"from"... | [
{
"Original": "nita ambani",
"Artifical": "Shannon Valdez"
},
{
"Original": "akash",
"Artifical": "Dylan Poole"
}
] |
P40 | P22 | [
"Justinian",
"II",
"was",
"eldest",
"son",
"of",
"Emperor",
"Constantine",
"IV",
"and",
"Anastasia",
".",
"Kazhdan",
",",
"pg",
"."
] | [
"\"justinian ii\"",
"\"Q42021\"",
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}
},
{
"from": {
... | [
{
"Original": "cosimo",
"Artifical": "Megan Moore"
},
{
"Original": "grand prince ferdinando",
"Artifical": "grand prince ferdinando"
}
] |
P22 | P40 | [
"Henry",
"IV",
"unsuccessfully",
"tried",
"to",
"re",
"-",
"establish",
"the",
"peace",
"with",
"the",
"nobility",
"that",
"his",
"father",
",",
"John",
"II",
",",
"had",
"shattered",
"."
] | [
"\"henry iv\"",
"\"Q310918\"",
"[[0,1]]"
] | [
"\"john ii\"",
"\"Q297278\"",
"[[17,18]]"
] | [
{
"from": {
"type": "uri",
"value": "http://www.wikidata.org/entity/Q297278"
},
"to": {
"type": "uri",
"value": "http://www.wikidata.org/entity/Q310918"
},
"prop": {
"type": "uri",
"value": "http://www.wikidata.org/prop/direct/P22"
}
},
{
"from": {... | [
{
"Original": "john ii",
"Artifical": "Nathaniel Quinn"
},
{
"Original": "henry iv",
"Artifical": "Jesse Lang"
}
] |
P40 | P25 | [
"Son",
"of",
"Hans",
"(",
"1459–1530",
")",
"and",
"Margarethe",
"Luder",
",",
"née",
"Lindemann",
"(",
"1459–1531",
")",
",",
"Martin",
"Luther",
"was",
"born",
"on",
"November",
"10",
",",
"1483",
"in",
"the",
"Central",
"German",
"city",
"of",
"Eisleb... | [
"\"martin luther\"",
"\"Q9554\"",
"[[16,17]]"
] | [
"\"margarethe luder\"",
"\"Q28657970\"",
"[[7,8]]"
] | [
{
"from": {
"type": "uri",
"value": "http://www.wikidata.org/entity/Q28657970"
},
"to": {
"type": "uri",
"value": "http://www.wikidata.org/entity/Q9554"
},
"prop": {
"type": "uri",
"value": "http://www.wikidata.org/prop/direct/P40"
}
},
{
"from": {... | [
{
"Original": "margarethe luder",
"Artifical": "margarethe luder"
},
{
"Original": "martin luther",
"Artifical": "Alexander Horn"
}
] |
P40 | P25 | [
"He",
"marries",
"Princess",
"Iron",
"Fan",
"and",
"has",
"a",
"son",
",",
"Red",
"Boy",
",",
"with",
"her",
"."
] | [
"\"red boy\"",
"\"Q3276134\"",
"[[10,11]]"
] | [
"\"princess iron fan\"",
"\"Q3275599\"",
"[[2,3,4]]"
] | [
{
"from": {
"type": "uri",
"value": "http://www.wikidata.org/entity/Q3275599"
},
"to": {
"type": "uri",
"value": "http://www.wikidata.org/entity/Q3276134"
},
"prop": {
"type": "uri",
"value": "http://www.wikidata.org/prop/direct/P40"
}
},
{
"from":... | [
{
"Original": "princess iron fan",
"Artifical": "princess iron fan"
},
{
"Original": "red boy",
"Artifical": "red boy"
}
] |
P40 | P22 | [
"Sima",
"Yi",
"died",
"in",
"251",
"and",
"passed",
"on",
"his",
"authority",
"to",
"his",
"eldest",
"son",
",",
"Sima",
"Shi",
",",
"who",
"continued",
"ruling",
"as",
"regent",
"."
] | [
"\"sima shi\"",
"\"Q707808\"",
"[[15,16]]"
] | [
"\"sima yi\"",
"\"Q353698\"",
"[[0,1]]"
] | [
{
"from": {
"type": "uri",
"value": "http://www.wikidata.org/entity/Q353698"
},
"to": {
"type": "uri",
"value": "http://www.wikidata.org/entity/Q707808"
},
"prop": {
"type": "uri",
"value": "http://www.wikidata.org/prop/direct/P40"
}
},
{
"from": {... | [
{
"Original": "sima yi",
"Artifical": "Andrea Gallagher"
},
{
"Original": "sima shi",
"Artifical": "Courtney Valdez"
}
] |
P40 | P22 | [
"The",
"Benaki",
"Museum",
",",
"established",
"and",
"endowed",
"in",
"1930",
"by",
"Antonis",
"Benakis",
"in",
"memory",
"of",
"his",
"father",
"Emmanuel",
"Benakis",
",",
"is",
"housed",
"in",
"the",
"Benakis",
"family",
"mansion",
"in",
"downtown",
"Athe... | [
"\"antonis benakis\"",
"\"Q1229764\"",
"[[10,11]]"
] | [
"\"emmanuel benakis\"",
"\"Q1223741\"",
"[[17,18]]"
] | [
{
"from": {
"type": "uri",
"value": "http://www.wikidata.org/entity/Q1223741"
},
"to": {
"type": "uri",
"value": "http://www.wikidata.org/entity/Q1229764"
},
"prop": {
"type": "uri",
"value": "http://www.wikidata.org/prop/direct/P40"
}
},
{
"from":... | [
{
"Original": "emmanuel benakis",
"Artifical": "Peter Martin"
},
{
"Original": "antonis benakis",
"Artifical": "Kyle Perry"
}
] |
P40 | P22 | [
"In",
"1406",
"Adolf",
"married",
"Marie",
"of",
"Burgundy",
",",
"daughter",
"of",
"John",
"the",
"Fearless",
"and",
"Margaret",
"of",
"Bavaria",
"."
] | [
"\"marie of burgundy\"",
"\"Q3847614\"",
"[[4,5,6]]"
] | [
"\"john the fearless\"",
"\"Q298901\"",
"[[10,11,12]]"
] | [
{
"from": {
"type": "uri",
"value": "http://www.wikidata.org/entity/Q298901"
},
"to": {
"type": "uri",
"value": "http://www.wikidata.org/entity/Q3847614"
},
"prop": {
"type": "uri",
"value": "http://www.wikidata.org/prop/direct/P40"
}
},
{
"from": ... | [
{
"Original": "john the fearless",
"Artifical": "Daniel Mitchell the fearless"
},
{
"Original": "marie of burgundy",
"Artifical": "Raymond Thompson of burgundy"
}
] |
P40 | P22 | [
"The",
"late",
"Leonard",
"Cohen",
"won",
"the",
"Artist",
"of",
"the",
"Year",
"category",
";",
"his",
"son",
"Adam",
"accepted",
"the",
"award",
"on",
"his",
"behalf",
"at",
"the",
"gala",
"."
] | [
"\"adam\"",
"\"Q2823929\"",
"[[14]]"
] | [
"\"leonard cohen\"",
"\"Q1276\"",
"[[2,3]]"
] | [
{
"from": {
"type": "uri",
"value": "http://www.wikidata.org/entity/Q1276"
},
"to": {
"type": "uri",
"value": "http://www.wikidata.org/entity/Q2823929"
},
"prop": {
"type": "uri",
"value": "http://www.wikidata.org/prop/direct/P40"
}
},
{
"from": {
... | [
{
"Original": "leonard cohen",
"Artifical": "Miguel Edwards"
},
{
"Original": "adam",
"Artifical": "Kelly Perez"
}
] |
P40 | P22 | [
"Kavadh",
"II",
"was",
"the",
"son",
"of",
"Khosrau",
"II",
",",
"the",
"king",
"of",
"the",
"Sasanian",
"Empire",
",",
"and",
"Maria",
",",
"daughter",
"of",
"Maurice",
",",
"the",
"emperor",
"of",
"the",
"Byzantine",
"Empire",
"."
] | [
"\"maria\"",
"\"Q6760972\"",
"[[17]]"
] | [
"\"maurice\"",
"\"Q181764\"",
"[[21]]"
] | [
{
"from": {
"type": "uri",
"value": "http://www.wikidata.org/entity/Q181764"
},
"to": {
"type": "uri",
"value": "http://www.wikidata.org/entity/Q6760972"
},
"prop": {
"type": "uri",
"value": "http://www.wikidata.org/prop/direct/P40"
}
},
{
"from": ... | [
{
"Original": "maurice",
"Artifical": "maurice"
},
{
"Original": "maria",
"Artifical": "Olivia Ross"
}
] |
P25 | P40 | [
"The",
"son",
"of",
"Herbert",
"Allen",
"Carroll",
"and",
"regional",
"writer",
"Gladys",
"Hasty",
"Carroll",
",",
"Warren",
"Hasty",
"Carroll",
"was",
"born",
"on",
"March",
"24",
",",
"1932",
"in",
"Maine",
"."
] | [
"\"warren hasty carroll\"",
"\"Q9371081\"",
"[[13,14,15]]"
] | [
"\"gladys hasty carroll\"",
"\"Q5566419\"",
"[[9,10,11]]"
] | [
{
"from": {
"type": "uri",
"value": "http://www.wikidata.org/entity/Q5566419"
},
"to": {
"type": "uri",
"value": "http://www.wikidata.org/entity/Q9371081"
},
"prop": {
"type": "uri",
"value": "http://www.wikidata.org/prop/direct/P25"
}
},
{
"from":... | [
{
"Original": "gladys hasty carroll",
"Artifical": "Christine Wade"
},
{
"Original": "warren hasty carroll",
"Artifical": "warren hasty carroll"
}
] |
P40 | P22 | [
"Maro",
"Gorky",
"became",
"a",
"painter",
",",
"and",
"married",
"the",
"British",
"sculptor",
"and",
"writer",
"Matthew",
"Spender",
",",
"son",
"of",
"the",
"poet",
"Sir",
"Stephen",
"Spender",
"."
] | [
"\"matthew spender\"",
"\"Q19859309\"",
"[[13,14]]"
] | [
"\"stephen spender\"",
"\"Q448764\"",
"[[21,22]]"
] | [
{
"from": {
"type": "uri",
"value": "http://www.wikidata.org/entity/Q448764"
},
"to": {
"type": "uri",
"value": "http://www.wikidata.org/entity/Q19859309"
},
"prop": {
"type": "uri",
"value": "http://www.wikidata.org/prop/direct/P40"
}
},
{
"from":... | [
{
"Original": "stephen spender",
"Artifical": "Hector Fernandez"
},
{
"Original": "matthew spender",
"Artifical": "Jon Flynn"
}
] |
P40 | P22 | [
"In",
"response",
",",
"Minkhaung",
"recalled",
"Minye",
"Kyawswa",
"to",
"Ava",
",",
"and",
"sent",
"his",
"middle",
"son",
"Thihathu",
"to",
"Prome",
"to",
"take",
"over",
"as",
"viceroy",
"."
] | [
"\"thihathu\"",
"\"Q3056656\"",
"[[15]]"
] | [
"\"minkhaung\"",
"\"Q3315520\"",
"[[3]]"
] | [
{
"from": {
"type": "uri",
"value": "http://www.wikidata.org/entity/Q3315520"
},
"to": {
"type": "uri",
"value": "http://www.wikidata.org/entity/Q3056656"
},
"prop": {
"type": "uri",
"value": "http://www.wikidata.org/prop/direct/P40"
}
},
{
"from":... | [
{
"Original": "minkhaung",
"Artifical": "minkhaung"
},
{
"Original": "thihathu",
"Artifical": "Turnerborough"
}
] |
P40 | P25 | [
"Hua",
"Mei",
"is",
"the",
"elder",
"half",
"-",
"sister",
"to",
"five",
"other",
"cubs",
"born",
"to",
"Bai",
"Yun",
":",
"Mei",
"Sheng",
",",
"Su",
"Lin",
",",
"Zhen",
"Zhen",
",",
"Yun",
"Zi",
"and",
"Xiao",
"Liwu",
"."
] | [
"\"hua mei\"",
"\"Q223025\"",
"[[0,1]]"
] | [
"\"bai yun\"",
"\"Q4843154\"",
"[[14,15]]"
] | [
{
"from": {
"type": "uri",
"value": "http://www.wikidata.org/entity/Q4843154"
},
"to": {
"type": "uri",
"value": "http://www.wikidata.org/entity/Q223025"
},
"prop": {
"type": "uri",
"value": "http://www.wikidata.org/prop/direct/P40"
}
},
{
"from": ... | [
{
"Original": "bai yun",
"Artifical": "John James"
},
{
"Original": "hua mei",
"Artifical": "Joel Hicks"
}
] |
End of preview.
Relation Extraction for Inverse Relations
This dataset is designed to evaluate the robustness of Relation Extraction (RE) models, with a specific focus on Inverse Relations and entity substitution. It is derived from the FewRel and TekGen benchmarks (from Text2Bench).
Dataset Summary
The primary goal of this dataset is to test whether models can recognize a relationship regardless of the direction or the surface form of the entities. It includes:
- Inverse Mapping: Every sample includes both the forward relation (e.g., Mother) and its logical inverse (e.g., Child).
- Artificial Substitutions: A version of the dataset where real-world entities are replaced with synthetic names (e.g., replacing "Denmark" with "Emilyfort") to test if models rely on memorized entity knowledge rather than linguistic context.
Relation Examples
| Forward Relation | Inverse Relation |
|---|---|
| Child (P40) | Mother (P25) |
| Child (P40) | Father (P22) |
| Follows (P155) | Followed by (P156) |
| Has Part (P527) | Part of (P361) |
Dataset Structure
The dataset is provided in JSON format and split into four main distributions:
- Original FewRel/TekGen: The ground-truth sentences and relations.
- Artificial FewRel/TekGen: Sentences where entities have been substituted with synthetic placeholders.
- Relation Metadata: Supplemental files providing human-readable definitions for Wikidata P-IDs and TekGen relation strings.
Key Fields
tokens: The input text (tokenized or raw string) in FewRel.sent: The input sentence (raw string) in Tekgenhead/tail: The subject and object entities.head_to_tail: The ID/Name of the forward relation.tail_to_head: The ID/Name of the inverse relation.artificial_data: A mapping showing whichOriginalentities were changed to whichArtificalplaceholders.
Usage
You can load this dataset for tasks such as:
- Text Classification: Predicting the relation ID between two entities.
- Text Generation: Generating a sentence that expresses a specific inverse relation.
Repository
For scripts and more technical details on how the artificial data was generated, visit the official repository: 👉 sefeoglu/inverserelations
Citation
If you use this dataset in your research, please cite the original FewRel/TekGen papers and this repository.
@misc{fewrel_inverse_2025,
author = {Sefeoglu},
title = {Relation Extraction for Inverse Relations from FewRel},
year = {2025},
publisher = {GitHub/HuggingFace},
journal = {GitHub repository},
doi = { 10.57967/hf/8462 },
howpublished = {\url{[https://github.com/sefeoglu/inverserelations](https://github.com/sefeoglu/inverserelations)}}
}
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