TKG-Reasoning-v1
Collection
7 items
•
Updated
Dataset Preview
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The dataset generation failed
Error code: DatasetGenerationError
Exception: ArrowInvalid
Message: Failed to parse string: '2014-01-01' as a scalar of type double
Traceback: Traceback (most recent call last):
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1870, in _prepare_split_single
writer.write_table(table)
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/arrow_writer.py", line 622, in write_table
pa_table = table_cast(pa_table, self._schema)
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/table.py", line 2292, in table_cast
return cast_table_to_schema(table, schema)
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/table.py", line 2245, in cast_table_to_schema
arrays = [
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/table.py", line 2246, in <listcomp>
cast_array_to_feature(
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/table.py", line 1795, in wrapper
return pa.chunked_array([func(chunk, *args, **kwargs) for chunk in array.chunks])
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/table.py", line 1795, in <listcomp>
return pa.chunked_array([func(chunk, *args, **kwargs) for chunk in array.chunks])
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/table.py", line 2102, in cast_array_to_feature
return array_cast(
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/table.py", line 1797, in wrapper
return func(array, *args, **kwargs)
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/table.py", line 1949, in array_cast
return array.cast(pa_type)
File "pyarrow/array.pxi", line 996, in pyarrow.lib.Array.cast
File "/src/services/worker/.venv/lib/python3.9/site-packages/pyarrow/compute.py", line 404, in cast
return call_function("cast", [arr], options, memory_pool)
File "pyarrow/_compute.pyx", line 590, in pyarrow._compute.call_function
File "pyarrow/_compute.pyx", line 385, in pyarrow._compute.Function.call
File "pyarrow/error.pxi", line 154, in pyarrow.lib.pyarrow_internal_check_status
File "pyarrow/error.pxi", line 91, in pyarrow.lib.check_status
pyarrow.lib.ArrowInvalid: Failed to parse string: '2014-01-01' as a scalar of type double
The above exception was the direct cause of the following exception:
Traceback (most recent call last):
File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 1417, 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 1049, in convert_to_parquet
builder.download_and_prepare(
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 924, in download_and_prepare
self._download_and_prepare(
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1000, in _download_and_prepare
self._prepare_split(split_generator, **prepare_split_kwargs)
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1741, in _prepare_split
for job_id, done, content in self._prepare_split_single(
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1897, in _prepare_split_single
raise DatasetGenerationError("An error occurred while generating the dataset") from e
datasets.exceptions.DatasetGenerationError: An error occurred while generating the datasetNeed 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
string | relation
string | tail
string | start
string | end
null | type
string |
|---|---|---|---|---|---|
Media Personnel (Pakistan)
|
Make statement
|
Chaudhry Nisar Ali Khan
|
2013-11-06
| null |
TIMESTAMP
|
William Ruto
|
Make a visit
|
The Hague
|
2013-02-13
| null |
TIMESTAMP
|
Catherine Ashton
|
Express intent to meet or negotiate
|
Grigol Vashadze
|
2010-07-14
| null |
TIMESTAMP
|
Ronnie Shikapwasha
|
Make statement
|
Michael Sata
|
2009-03-16
| null |
TIMESTAMP
|
Nuri al-Maliki
|
Criticize or denounce
|
Iraq
|
2011-11-16
| null |
TIMESTAMP
|
Ministry (Nigeria)
|
Appeal for diplomatic cooperation (such as policy support)
|
Citizen (Nigeria)
|
2013-07-02
| null |
TIMESTAMP
|
Arseniy Yatsenyuk
|
Consult
|
Cabinet / Council of Ministers / Advisors (United States)
|
2015-03-31
| null |
TIMESTAMP
|
Xi Jinping
|
Express intent to meet or negotiate
|
Ma Ying Jeou
|
2015-11-04
| null |
TIMESTAMP
|
Labor Union (Brazil)
|
Demand
|
Congress (Brazil)
|
2007-10-31
| null |
TIMESTAMP
|
China
|
Engage in diplomatic cooperation
|
Japan
|
2005-07-07
| null |
TIMESTAMP
|
Iraq
|
Host a visit
|
Defense / Security Ministry (United States)
|
2010-09-01
| null |
TIMESTAMP
|
Militant (Taliban)
|
Conduct suicide, car, or other non-military bombing
|
Education (Pakistan)
|
2010-05-28
| null |
TIMESTAMP
|
Chongwadai
|
Make statement
|
Islam Karimov
|
2010-02-02
| null |
TIMESTAMP
|
Ministry (Nigeria)
|
Make statement
|
Government (Nigeria)
|
2014-07-08
| null |
TIMESTAMP
|
Media Personnel (New Zealand)
|
Make statement
|
Police (New Zealand)
|
2006-05-25
| null |
TIMESTAMP
|
South Africa
|
Arrest, detain, or charge with legal action
|
Men (South Africa)
|
2006-03-02
| null |
TIMESTAMP
|
Education (Nigeria)
|
Reject
|
Citizen (Nigeria)
|
2015-07-31
| null |
TIMESTAMP
|
Court Judge (Malaysia)
|
Engage in negotiation
|
Lawyer/Attorney (Malaysia)
|
2007-10-13
| null |
TIMESTAMP
|
Mob (Kenya)
|
Protest violently, riot
|
Police (Kenya)
|
2005-10-31
| null |
TIMESTAMP
|
He Yong
|
Make statement
|
China
|
2011-07-16
| null |
TIMESTAMP
|
Media Personnel (China)
|
Make statement
|
Japan
|
2005-02-20
| null |
TIMESTAMP
|
China
|
Threaten
|
Bank (China)
|
2008-05-19
| null |
TIMESTAMP
|
Theresa May
|
Consult
|
Chaudhry Nisar Ali Khan
|
2015-08-27
| null |
TIMESTAMP
|
Ministry (Sudan)
|
Make an appeal or request
|
Employee (Sudan)
|
2011-05-03
| null |
TIMESTAMP
|
Yemen
|
Consult
|
Ethiopia
|
2005-01-02
| null |
TIMESTAMP
|
Ministry (Nigeria)
|
Make statement
|
Umaru Musa Yar'Adua
|
2007-08-03
| null |
TIMESTAMP
|
Royal Administration (Nigeria)
|
Accuse
|
Citizen (Nigeria)
|
2014-07-28
| null |
TIMESTAMP
|
Member of Parliament (India)
|
Make statement
|
Preneet Kaur
|
2014-07-28
| null |
TIMESTAMP
|
China
|
Arrest, detain, or charge with legal action
|
Citizen (North Korea)
|
2012-02-18
| null |
TIMESTAMP
|
Police (Israel)
|
Make statement
|
Criminal (Israel)
|
2005-03-08
| null |
TIMESTAMP
|
Mexico
|
Engage in symbolic act
|
John Paul II
|
2005-04-03
| null |
TIMESTAMP
|
Civic Group (Kenya)
|
Accuse
|
Governor (Kenya)
|
2014-03-24
| null |
TIMESTAMP
|
Police (Indonesia)
|
Arrest, detain, or charge with legal action
|
Men (Indonesia)
|
2012-07-12
| null |
TIMESTAMP
|
Chuck Hagel
|
Make a visit
|
United Arab Emirates
|
2013-04-26
| null |
TIMESTAMP
|
Business (Poland)
|
Make statement
|
Bank (Poland)
|
2015-08-06
| null |
TIMESTAMP
|
Protester (Egypt)
|
Demonstrate or rally
|
Police (Egypt)
|
2008-12-31
| null |
TIMESTAMP
|
Refugee (South Africa)
|
Use conventional military force
|
Police (South Africa)
|
2008-07-18
| null |
TIMESTAMP
|
Qin Gang
|
Make statement
|
Japan
|
2005-07-28
| null |
TIMESTAMP
|
Congress for Democratic Change
|
Host a visit
|
Winston Tubman
|
2011-11-10
| null |
TIMESTAMP
|
Student (Cote d'Ivoire)
|
Criticize or denounce
|
Police (Cote d'Ivoire)
|
2014-02-27
| null |
TIMESTAMP
|
Military (Niger)
|
Use chemical, biological, or radiological weapons
|
Armed Rebel (Niger)
|
2008-05-12
| null |
TIMESTAMP
|
Shimon Peres
|
Consult
|
Benjamin Netanyahu
|
2006-06-18
| null |
TIMESTAMP
|
Lawyer/Attorney (Australia)
|
Investigate
|
Citizen (Australia)
|
2009-10-30
| null |
TIMESTAMP
|
Royal Thai Police
|
Make a visit
|
Thailand
|
2007-09-25
| null |
TIMESTAMP
|
High Commission (United Kingdom)
|
Praise or endorse
|
Head of Government (Cyprus)
|
2008-02-26
| null |
TIMESTAMP
|
Court Judge (United Kingdom)
|
Reject
|
Lawyer/Attorney (Sweden)
|
2011-12-05
| null |
TIMESTAMP
|
Iran
|
Express intent to provide material aid
|
Iraq
|
2015-05-19
| null |
TIMESTAMP
|
Barack Obama
|
Make an appeal or request
|
Citizen (Africa)
|
2010-01-18
| null |
TIMESTAMP
|
Cambodia
|
Express intent to meet or negotiate
|
Vietnam
|
2012-07-06
| null |
TIMESTAMP
|
Barack Obama
|
Make a visit
|
Japan
|
2009-10-19
| null |
TIMESTAMP
|
Media Personnel (Australia)
|
Make statement
|
Police (Australia)
|
2006-03-09
| null |
TIMESTAMP
|
Malaysia
|
Consult
|
Yerlan Idrisov
|
2014-05-05
| null |
TIMESTAMP
|
Ministry (Nigeria)
|
Praise or endorse
|
Government (Nigeria)
|
2014-09-08
| null |
TIMESTAMP
|
France
|
Engage in symbolic act
|
John Paul II
|
2005-04-03
| null |
TIMESTAMP
|
France
|
Sign formal agreement
|
China
|
2015-11-03
| null |
TIMESTAMP
|
Ethiopia
|
Consult
|
African Union
|
2013-01-27
| null |
TIMESTAMP
|
Presidential Aide (Nigeria)
|
Make statement
|
Head of Government (Nigeria)
|
2010-09-01
| null |
TIMESTAMP
|
Royal Administration (Romania)
|
Express intent to meet or negotiate
|
Romania
|
2008-05-06
| null |
TIMESTAMP
|
Pervez Musharraf
|
Make statement
|
Government (Pakistan)
|
2005-10-27
| null |
TIMESTAMP
|
Benedict XVI
|
Accuse
|
Police (Belgium)
|
2010-06-27
| null |
TIMESTAMP
|
Police (Tanzania)
|
Arrest, detain, or charge with legal action
|
Businessperson (China)
|
2012-02-03
| null |
TIMESTAMP
|
South Korea
|
Engage in negotiation
|
China
|
2006-12-23
| null |
TIMESTAMP
|
Shimon Peres
|
Accuse
|
Benjamin Netanyahu
|
2012-04-23
| null |
TIMESTAMP
|
Police (Australia)
|
Arrest, detain, or charge with legal action
|
Benjamin Netanyahu
|
2010-03-04
| null |
TIMESTAMP
|
Mahmoud Alavi
|
Make statement
|
Iran
|
2015-11-18
| null |
TIMESTAMP
|
Protester (Indonesia)
|
Protest violently, riot
|
Police (Indonesia)
|
2015-12-12
| null |
TIMESTAMP
|
Malaysia
|
Host a visit
|
Cabinet / Council of Ministers / Advisors (United States)
|
2010-11-01
| null |
TIMESTAMP
|
Dmitry Anatolyevich Medvedev
|
Express intent to meet or negotiate
|
Military (Russia)
|
2011-11-21
| null |
TIMESTAMP
|
China
|
Express intent to cooperate
|
South Korea
|
2012-05-14
| null |
TIMESTAMP
|
Democratic Party (Nigeria)
|
Make pessimistic comment
|
Citizen (Nigeria)
|
2014-05-02
| null |
TIMESTAMP
|
Tony Tan Keng Yam
|
Make a visit
|
Liu Zhenmin
|
2015-06-29
| null |
TIMESTAMP
|
Dmitry Anatolyevich Medvedev
|
Make statement
|
Iran
|
2009-09-23
| null |
TIMESTAMP
|
Mahmoud Abbas
|
Express intent to cooperate
|
Benjamin Netanyahu
|
2010-10-02
| null |
TIMESTAMP
|
James Kabarebe
|
Make a visit
|
Sudan
|
2009-10-26
| null |
TIMESTAMP
|
Association of Southeast Asian Nations
|
Sign formal agreement
|
China
|
2015-11-22
| null |
TIMESTAMP
|
Julia Gillard
|
Engage in negotiation
|
David Bartlett
|
2010-10-22
| null |
TIMESTAMP
|
Juan Carlos I
|
Praise or endorse
|
Rafael Correa
|
2014-04-24
| null |
TIMESTAMP
|
Raúl Castro
|
Host a visit
|
Jack Lang
|
2009-02-26
| null |
TIMESTAMP
|
Japan
|
Engage in diplomatic cooperation
|
Vietnam
|
2015-03-31
| null |
TIMESTAMP
|
Barack Obama
|
Consult
|
Mahmoud Abbas
|
2013-03-19
| null |
TIMESTAMP
|
Sandinista National Liberation Front
|
Reject
|
Government (Nicaragua)
|
2005-03-22
| null |
TIMESTAMP
|
Drug Enforcement Administration
|
Make statement
|
Cardinal Health Inc.
|
2008-10-03
| null |
TIMESTAMP
|
High Commission for Refugees
|
Return, release person(s)
|
Refugee (Afghanistan)
|
2005-08-07
| null |
TIMESTAMP
|
Barack Obama
|
Express intent to meet or negotiate
|
China
|
2009-10-11
| null |
TIMESTAMP
|
Ministry (Nigeria)
|
Make statement
|
Government (Nigeria)
|
2015-02-14
| null |
TIMESTAMP
|
Kim Kye Gwan
|
Consult
|
Jeong Se-hyun
|
2007-10-07
| null |
TIMESTAMP
|
China
|
Express intent to cooperate
|
South Korea
|
2012-05-12
| null |
TIMESTAMP
|
Other Authorities / Officials (Nigeria)
|
Make statement
|
Government (Nigeria)
|
2014-12-03
| null |
TIMESTAMP
|
Israeli Defense Forces
|
fight with small arms and light weapons
|
Armed Gang (Palestinian Territory, Occupied)
|
2007-06-18
| null |
TIMESTAMP
|
Yemen
|
Arrest, detain, or charge with legal action
|
Criminal (Somalia)
|
2009-07-02
| null |
TIMESTAMP
|
Rupiah Banda
|
Make an appeal or request
|
Citizen (Zambia)
|
2011-09-15
| null |
TIMESTAMP
|
Labaran Maku
|
Make an appeal or request
|
Citizen (Nigeria)
|
2014-02-17
| null |
TIMESTAMP
|
Prime Minister Qarase
|
Express intent to meet or negotiate
|
Frank Bainimarama
|
2006-01-13
| null |
TIMESTAMP
|
Military Personnel (Thailand)
|
Express intent to engage in diplomatic cooperation (such as policy support)
|
Citizen (Thailand)
|
2005-01-11
| null |
TIMESTAMP
|
South Africa
|
Arrest, detain, or charge with legal action
|
Men (South Africa)
|
2010-04-28
| null |
TIMESTAMP
|
Governor (Thailand)
|
Provide humanitarian aid
|
Citizen (Thailand)
|
2014-09-10
| null |
TIMESTAMP
|
Yoshihiko Noda
|
Make optimistic comment
|
Japan
|
2012-01-27
| null |
TIMESTAMP
|
Malaysia
|
Praise or endorse
|
China
|
2015-10-15
| null |
TIMESTAMP
|
Bogdan Klich
|
Consult
|
Radoslaw Sikorski
|
2008-01-11
| null |
TIMESTAMP
|
Other Authorities / Officials (Greece)
|
Consult
|
Head of Government (Greece)
|
2015-01-05
| null |
TIMESTAMP
|
End of preview.
TempKB
Overview
TempKB is a comprehensive collection of knowledge graph data designed to train ML models on knowledge graph completion and reasoning tasks.
Dataset Structure
The dataset is organized into the following main components:
Train Set: 7764337 instances for training models.
Validation Set: 117510 instances for validating model performance.
Test Set: 117327 instances for final evaluation.
Data Fields
Each instance in the dataset contains the following fields:
head: the head entityrelation: the relationships between the head and tail entitiestail: the tail entitystart: start time of the eventend: end time of the eventtype: temporal information type, which is one of the following:NONE: no start or end timeTIMESTAMP: start time onlyINTERVAL: start and end time
Example Instance
{
"head": "Martin Bača"
"relation": "member of sports team"
"tail": "Czech Republic national under-18 football team"
"start": "2002-01-01"
"end": "2002-01-01"
"type": "INTERVAL"
}
Usage
To use this dataset, you can load it using the Hugging Face datasets library:
from datasets import load_dataset
dataset = load_dataset('ESITime/TempKB', keep_default_na=False)
License
This dataset is unlicensed. Feel free to use it as you want.
Citation
If you use this dataset in your research, please cite it as follows:
@dataset{username_dataset_name_year,
author = {Phuong Ngo},
title = {TempKB},
year = {2024},
publisher = {Hugging Face},
url = {https://huggingface.co/datasets/ESITime/TempKB}
}
Acknowledgement
This dataset is derived from the collection of knowledge graph datasets including ICEWS05-15, ICEWS14, Wikidata, and YAGO. The datasets are downloaded from the processed version by Facebook Research: https://github.com/facebookresearch/tkbc/
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