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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 dataset

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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 entity
  • relation: the relationships between the head and tail entities
  • tail: the tail entity
  • start: start time of the event
  • end: end time of the event
  • type: temporal information type, which is one of the following:
    • NONE: no start or end time
    • TIMESTAMP: start time only
    • INTERVAL: 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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