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start
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2024-09-01T00:00:00
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factual_accuracy
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start
|
2023-09-01T00:00:00
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factual_accuracy
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train
|
train_8149
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"content": "Las Vegas Raiders",
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|
2025-02-15T00:00:00
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factual_accuracy
|
train
|
train_8150
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[
{
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{
"content": "Los Angeles Chargers",
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end
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2024-02-15T00:00:00
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factual_accuracy
|
train
|
train_7840
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{
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{
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start
|
2014-10-01T00:00:00
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factual_accuracy
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train
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train_7841
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start
|
2018-10-01T00:00:00
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factual_accuracy
|
train
|
train_7842
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{
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{
"content": "Memphis Grizzlies",
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start
|
2018-10-01T00:00:00
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factual_accuracy
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train
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train_7843
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start
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2017-10-01T00:00:00
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factual_accuracy
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train
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train_7844
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start
|
2015-10-01T00:00:00
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factual_accuracy
|
train
|
train_7840
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[
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2016-06-30T00:00:00
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factual_accuracy
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train
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train_7841
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2019-06-30T00:00:00
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factual_accuracy
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train
|
train_7842
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[
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2019-06-30T00:00:00
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factual_accuracy
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train
|
train_7843
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[
{
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2018-06-30T00:00:00
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factual_accuracy
|
train
|
train_7844
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[
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{
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end
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2017-06-30T00:00:00
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factual_accuracy
|
train
|
train_6393
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[
{
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{
"content": "Atlanta Falcons",
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start
|
2015-09-01T00:00:00
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factual_accuracy
|
train
|
train_6394
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{
"content": "Jacksonville Jaguars",
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] |
start
|
2014-09-01T00:00:00
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factual_accuracy
|
train
|
train_6393
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[
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"content": "What team did Mickey Shuler stop playing for?",
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{
"content": "Atlanta Falcons",
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end
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2016-02-15T00:00:00
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factual_accuracy
|
train
|
train_6394
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[
{
"content": "What team did Mickey Shuler stop playing for?",
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{
"content": "Jacksonville Jaguars",
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2015-02-15T00:00:00
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factual_accuracy
|
train
|
train_4712
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[
{
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{
"content": "Denver Broncos",
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] |
start
|
2016-09-01T00:00:00
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factual_accuracy
|
train
|
train_4713
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[
{
"content": "What team did Jordan Taylor start playing for?",
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{
"content": "Minnesota Vikings",
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] |
start
|
2019-09-01T00:00:00
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factual_accuracy
|
train
|
train_4712
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[
{
"content": "What team did Jordan Taylor stop playing for?",
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{
"content": "Denver Broncos",
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] |
end
|
2019-02-15T00:00:00
|
factual_accuracy
|
train
|
train_4713
|
[
{
"content": "What team did Jordan Taylor stop playing for?",
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{
"content": "Minnesota Vikings",
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end
|
2020-02-15T00:00:00
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factual_accuracy
|
train
|
train_7406
|
[
{
"content": "What team did Rod Streater start playing for?",
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{
"content": "Buffalo Bills",
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] |
start
|
2017-09-01T00:00:00
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factual_accuracy
|
train
|
train_7407
|
[
{
"content": "What team did Rod Streater start playing for?",
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{
"content": "Cleveland Browns",
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}
] |
start
|
2018-09-01T00:00:00
|
factual_accuracy
|
train
|
train_7408
|
[
{
"content": "What team did Rod Streater start playing for?",
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{
"content": "Oakland Raiders",
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}
] |
start
|
2014-09-01T00:00:00
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factual_accuracy
|
train
|
train_7409
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{
"content": "San Francisco 49ers",
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}
] |
start
|
2016-09-01T00:00:00
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factual_accuracy
|
train
|
train_7406
|
[
{
"content": "What team did Rod Streater stop playing for?",
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{
"content": "Buffalo Bills",
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] |
end
|
2019-02-15T00:00:00
|
factual_accuracy
|
train
|
train_7407
|
[
{
"content": "What team did Rod Streater stop playing for?",
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{
"content": "Cleveland Browns",
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}
] |
end
|
2019-02-15T00:00:00
|
factual_accuracy
|
train
|
train_7408
|
[
{
"content": "What team did Rod Streater stop playing for?",
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{
"content": "Oakland Raiders",
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}
] |
end
|
2016-02-15T00:00:00
|
factual_accuracy
|
train
|
train_7409
|
[
{
"content": "What team did Rod Streater stop playing for?",
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{
"content": "San Francisco 49ers",
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] |
end
|
2017-02-15T00:00:00
|
factual_accuracy
|
train
|
train_5222
|
[
{
"content": "What team did Kendrick Bourne start playing for?",
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},
{
"content": "New England Patriots",
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}
] |
start
|
2021-09-01T00:00:00
|
factual_accuracy
|
train
|
train_5223
|
[
{
"content": "What team did Kendrick Bourne start playing for?",
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{
"content": "San Francisco 49ers",
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}
] |
start
|
2017-09-01T00:00:00
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factual_accuracy
|
train
|
train_5222
|
[
{
"content": "What team did Kendrick Bourne stop playing for?",
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{
"content": "New England Patriots",
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] |
end
|
2025-02-15T00:00:00
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factual_accuracy
|
train
|
train_5223
|
[
{
"content": "What team did Kendrick Bourne stop playing for?",
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{
"content": "San Francisco 49ers",
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}
] |
end
|
2021-02-15T00:00:00
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factual_accuracy
|
train
|
train_3469
|
[
{
"content": "What team did Isaiah Hartenstein start playing for?",
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{
"content": "Cleveland Cavaliers",
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}
] |
start
|
2020-10-01T00:00:00
|
factual_accuracy
|
train
|
train_3470
|
[
{
"content": "What team did Isaiah Hartenstein start playing for?",
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{
"content": "Denver Nuggets",
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}
] |
start
|
2020-10-01T00:00:00
|
factual_accuracy
|
train
|
train_3471
|
[
{
"content": "What team did Isaiah Hartenstein start playing for?",
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{
"content": "Houston Rockets",
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] |
start
|
2018-10-01T00:00:00
|
factual_accuracy
|
train
|
train_3472
|
[
{
"content": "What team did Isaiah Hartenstein start playing for?",
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},
{
"content": "Los Angeles Clippers",
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}
] |
start
|
2021-10-01T00:00:00
|
factual_accuracy
|
train
|
train_3473
|
[
{
"content": "What team did Isaiah Hartenstein start playing for?",
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{
"content": "New York Knicks",
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}
] |
start
|
2022-10-01T00:00:00
|
factual_accuracy
|
train
|
train_3474
|
[
{
"content": "What team did Isaiah Hartenstein start playing for?",
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},
{
"content": "Oklahoma City Thunder",
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}
] |
start
|
2024-10-01T00:00:00
|
factual_accuracy
|
train
|
train_3469
|
[
{
"content": "What team did Isaiah Hartenstein stop playing for?",
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},
{
"content": "Cleveland Cavaliers",
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}
] |
end
|
2021-06-30T00:00:00
|
factual_accuracy
|
train
|
train_3470
|
[
{
"content": "What team did Isaiah Hartenstein stop playing for?",
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},
{
"content": "Denver Nuggets",
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}
] |
end
|
2021-06-30T00:00:00
|
factual_accuracy
|
train
|
train_3471
|
[
{
"content": "What team did Isaiah Hartenstein stop playing for?",
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{
"content": "Houston Rockets",
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}
] |
end
|
2020-06-30T00:00:00
|
factual_accuracy
|
train
|
train_3472
|
[
{
"content": "What team did Isaiah Hartenstein stop playing for?",
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{
"content": "Los Angeles Clippers",
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] |
end
|
2022-06-30T00:00:00
|
factual_accuracy
|
train
|
train_3473
|
[
{
"content": "What team did Isaiah Hartenstein stop playing for?",
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{
"content": "New York Knicks",
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}
] |
end
|
2024-06-30T00:00:00
|
factual_accuracy
|
train
|
train_3474
|
[
{
"content": "What team did Isaiah Hartenstein stop playing for?",
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},
{
"content": "Oklahoma City Thunder",
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}
] |
end
|
2025-06-30T00:00:00
|
factual_accuracy
|
train
|
train_3461
|
[
{
"content": "What team did Isaiah Crowell start playing for?",
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{
"content": "CLV",
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}
] |
start
|
2014-09-01T00:00:00
|
factual_accuracy
|
train
|
train_3462
|
[
{
"content": "What team did Isaiah Crowell start playing for?",
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},
{
"content": "Cleveland Browns",
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}
] |
start
|
2016-09-01T00:00:00
|
factual_accuracy
|
train
|
train_3463
|
[
{
"content": "What team did Isaiah Crowell start playing for?",
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},
{
"content": "Las Vegas Raiders",
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}
] |
start
|
2020-09-01T00:00:00
|
factual_accuracy
|
train
|
train_3464
|
[
{
"content": "What team did Isaiah Crowell start playing for?",
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},
{
"content": "New York Jets",
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}
] |
start
|
2018-09-01T00:00:00
|
factual_accuracy
|
train
|
train_3465
|
[
{
"content": "What team did Isaiah Crowell start playing for?",
"role": "user"
},
{
"content": "Oakland Raiders",
"role": "assistant"
}
] |
start
|
2019-09-01T00:00:00
|
factual_accuracy
|
train
|
train_3461
|
[
{
"content": "What team did Isaiah Crowell stop playing for?",
"role": "user"
},
{
"content": "CLV",
"role": "assistant"
}
] |
end
|
2016-02-15T00:00:00
|
factual_accuracy
|
train
|
train_3462
|
[
{
"content": "What team did Isaiah Crowell stop playing for?",
"role": "user"
},
{
"content": "Cleveland Browns",
"role": "assistant"
}
] |
end
|
2018-02-15T00:00:00
|
factual_accuracy
|
train
|
train_3463
|
[
{
"content": "What team did Isaiah Crowell stop playing for?",
"role": "user"
},
{
"content": "Las Vegas Raiders",
"role": "assistant"
}
] |
end
|
2021-02-15T00:00:00
|
factual_accuracy
|
train
|
train_3464
|
[
{
"content": "What team did Isaiah Crowell stop playing for?",
"role": "user"
},
{
"content": "New York Jets",
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}
] |
end
|
2019-02-15T00:00:00
|
factual_accuracy
|
train
|
train_3465
|
[
{
"content": "What team did Isaiah Crowell stop playing for?",
"role": "user"
},
{
"content": "Oakland Raiders",
"role": "assistant"
}
] |
end
|
2020-02-15T00:00:00
|
factual_accuracy
|
train
|
train_165
|
[
{
"content": "What team did Alex Caruso start playing for?",
"role": "user"
},
{
"content": "Chicago Bulls",
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}
] |
start
|
2021-10-01T00:00:00
|
factual_accuracy
|
train
|
train_166
|
[
{
"content": "What team did Alex Caruso start playing for?",
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},
{
"content": "Los Angeles Lakers",
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}
] |
start
|
2017-10-01T00:00:00
|
factual_accuracy
|
train
|
train_167
|
[
{
"content": "What team did Alex Caruso start playing for?",
"role": "user"
},
{
"content": "Oklahoma City Thunder",
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}
] |
start
|
2024-10-01T00:00:00
|
factual_accuracy
|
train
|
train_165
|
[
{
"content": "What team did Alex Caruso stop playing for?",
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},
{
"content": "Chicago Bulls",
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}
] |
end
|
2024-06-30T00:00:00
|
factual_accuracy
|
train
|
train_166
|
[
{
"content": "What team did Alex Caruso stop playing for?",
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{
"content": "Los Angeles Lakers",
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}
] |
end
|
2021-06-30T00:00:00
|
factual_accuracy
|
train
|
train_167
|
[
{
"content": "What team did Alex Caruso stop playing for?",
"role": "user"
},
{
"content": "Oklahoma City Thunder",
"role": "assistant"
}
] |
end
|
2025-06-30T00:00:00
|
factual_accuracy
|
train
|
train_1373
|
[
{
"content": "What team did Chase Coffman start playing for?",
"role": "user"
},
{
"content": "Indianapolis Colts",
"role": "assistant"
}
] |
start
|
2016-09-01T00:00:00
|
factual_accuracy
|
train
|
train_1374
|
[
{
"content": "What team did Chase Coffman start playing for?",
"role": "user"
},
{
"content": "Seattle Seahawks",
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}
] |
start
|
2015-09-01T00:00:00
|
factual_accuracy
|
train
|
train_1375
|
[
{
"content": "What team did Chase Coffman start playing for?",
"role": "user"
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{
"content": "Tennessee Titans",
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}
] |
start
|
2014-09-01T00:00:00
|
factual_accuracy
|
train
|
train_1373
|
[
{
"content": "What team did Chase Coffman stop playing for?",
"role": "user"
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{
"content": "Indianapolis Colts",
"role": "assistant"
}
] |
end
|
2017-02-15T00:00:00
|
factual_accuracy
|
train
|
train_1374
|
[
{
"content": "What team did Chase Coffman stop playing for?",
"role": "user"
},
{
"content": "Seattle Seahawks",
"role": "assistant"
}
] |
end
|
2016-02-15T00:00:00
|
factual_accuracy
|
train
|
train_1375
|
[
{
"content": "What team did Chase Coffman stop playing for?",
"role": "user"
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{
"content": "Tennessee Titans",
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] |
end
|
2016-02-15T00:00:00
|
factual_accuracy
|
train
|
train_6493
|
[
{
"content": "What team did Milos Teodosic start playing for?",
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{
"content": "Los Angeles Clippers",
"role": "assistant"
}
] |
start
|
2017-10-01T00:00:00
|
factual_accuracy
|
train
|
train_6493
|
[
{
"content": "What team did Milos Teodosic stop playing for?",
"role": "user"
},
{
"content": "Los Angeles Clippers",
"role": "assistant"
}
] |
end
|
2019-06-30T00:00:00
|
factual_accuracy
|
train
|
train_645
|
[
{
"content": "What team did Bailey Gaither start playing for?",
"role": "user"
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{
"content": "Baltimore Ravens",
"role": "assistant"
}
] |
start
|
2022-09-01T00:00:00
|
factual_accuracy
|
train
|
train_646
|
[
{
"content": "What team did Bailey Gaither start playing for?",
"role": "user"
},
{
"content": "New York Giants",
"role": "assistant"
}
] |
start
|
2022-09-01T00:00:00
|
factual_accuracy
|
train
|
train_645
|
[
{
"content": "What team did Bailey Gaither stop playing for?",
"role": "user"
},
{
"content": "Baltimore Ravens",
"role": "assistant"
}
] |
end
|
2023-02-15T00:00:00
|
factual_accuracy
|
train
|
train_646
|
[
{
"content": "What team did Bailey Gaither stop playing for?",
"role": "user"
},
{
"content": "New York Giants",
"role": "assistant"
}
] |
end
|
2023-02-15T00:00:00
|
factual_accuracy
|
train
|
train_3094
|
[
{
"content": "What team did Garrett Graham start playing for?",
"role": "user"
},
{
"content": "Denver Broncos",
"role": "assistant"
}
] |
start
|
2016-09-01T00:00:00
|
factual_accuracy
|
train
|
train_3095
|
[
{
"content": "What team did Garrett Graham start playing for?",
"role": "user"
},
{
"content": "Houston Texans",
"role": "assistant"
}
] |
start
|
2014-09-01T00:00:00
|
factual_accuracy
|
train
|
train_3094
|
[
{
"content": "What team did Garrett Graham stop playing for?",
"role": "user"
},
{
"content": "Denver Broncos",
"role": "assistant"
}
] |
end
|
2017-02-15T00:00:00
|
factual_accuracy
|
train
|
train_3095
|
[
{
"content": "What team did Garrett Graham stop playing for?",
"role": "user"
},
{
"content": "Houston Texans",
"role": "assistant"
}
] |
end
|
2016-02-15T00:00:00
|
factual_accuracy
|
train
|
train_3366
|
[
{
"content": "What team did Haywood Highsmith start playing for?",
"role": "user"
},
{
"content": "Miami Heat",
"role": "assistant"
}
] |
start
|
2021-10-01T00:00:00
|
factual_accuracy
|
train
|
train_3367
|
[
{
"content": "What team did Haywood Highsmith start playing for?",
"role": "user"
},
{
"content": "Philadelphia 76ers",
"role": "assistant"
}
] |
start
|
2018-10-01T00:00:00
|
factual_accuracy
|
train
|
train_3366
|
[
{
"content": "What team did Haywood Highsmith stop playing for?",
"role": "user"
},
{
"content": "Miami Heat",
"role": "assistant"
}
] |
end
|
2025-06-30T00:00:00
|
factual_accuracy
|
train
|
train_3367
|
[
{
"content": "What team did Haywood Highsmith stop playing for?",
"role": "user"
},
{
"content": "Philadelphia 76ers",
"role": "assistant"
}
] |
end
|
2019-06-30T00:00:00
|
factual_accuracy
|
train
|
train_7835
|
[
{
"content": "What team did Sheldon Mac start playing for?",
"role": "user"
},
{
"content": "Washington Wizards",
"role": "assistant"
}
] |
start
|
2016-10-01T00:00:00
|
factual_accuracy
|
train
|
train_7835
|
[
{
"content": "What team did Sheldon Mac stop playing for?",
"role": "user"
},
{
"content": "Washington Wizards",
"role": "assistant"
}
] |
end
|
2017-06-30T00:00:00
|
factual_accuracy
|
train
|
train_7218
|
[
{
"content": "What team did Ray-Ray McCloud start playing for?",
"role": "user"
},
{
"content": "Atlanta Falcons",
"role": "assistant"
}
] |
start
|
2024-09-01T00:00:00
|
factual_accuracy
|
train
|
train_7219
|
[
{
"content": "What team did Ray-Ray McCloud start playing for?",
"role": "user"
},
{
"content": "Buffalo Bills",
"role": "assistant"
}
] |
start
|
2018-09-01T00:00:00
|
factual_accuracy
|
train
|
train_7220
|
[
{
"content": "What team did Ray-Ray McCloud start playing for?",
"role": "user"
},
{
"content": "Carolina Panthers",
"role": "assistant"
}
] |
start
|
2019-09-01T00:00:00
|
factual_accuracy
|
train
|
train_7221
|
[
{
"content": "What team did Ray-Ray McCloud start playing for?",
"role": "user"
},
{
"content": "Pittsburgh Steelers",
"role": "assistant"
}
] |
start
|
2020-09-01T00:00:00
|
factual_accuracy
|
train
|
train_7222
|
[
{
"content": "What team did Ray-Ray McCloud start playing for?",
"role": "user"
},
{
"content": "San Francisco 49ers",
"role": "assistant"
}
] |
start
|
2022-09-01T00:00:00
|
factual_accuracy
|
train
|
train_7223
|
[
{
"content": "What team did RayJ Dennis start playing for?",
"role": "user"
},
{
"content": "Indiana Pacers",
"role": "assistant"
}
] |
start
|
2024-10-01T00:00:00
|
factual_accuracy
|
train
|
train_7218
|
[
{
"content": "What team did Ray-Ray McCloud stop playing for?",
"role": "user"
},
{
"content": "Atlanta Falcons",
"role": "assistant"
}
] |
end
|
2025-02-15T00:00:00
|
factual_accuracy
|
train
|
train_7219
|
[
{
"content": "What team did Ray-Ray McCloud stop playing for?",
"role": "user"
},
{
"content": "Buffalo Bills",
"role": "assistant"
}
] |
end
|
2020-02-15T00:00:00
|
factual_accuracy
|
train
|
train_7220
|
[
{
"content": "What team did Ray-Ray McCloud stop playing for?",
"role": "user"
},
{
"content": "Carolina Panthers",
"role": "assistant"
}
] |
end
|
2020-02-15T00:00:00
|
factual_accuracy
|
train
|
train_7221
|
[
{
"content": "What team did Ray-Ray McCloud stop playing for?",
"role": "user"
},
{
"content": "Pittsburgh Steelers",
"role": "assistant"
}
] |
end
|
2022-02-15T00:00:00
|
factual_accuracy
|
train
|
train_7222
|
[
{
"content": "What team did Ray-Ray McCloud stop playing for?",
"role": "user"
},
{
"content": "San Francisco 49ers",
"role": "assistant"
}
] |
end
|
2024-02-15T00:00:00
|
factual_accuracy
|
train
|
train_7223
|
[
{
"content": "What team did RayJ Dennis stop playing for?",
"role": "user"
},
{
"content": "Indiana Pacers",
"role": "assistant"
}
] |
end
|
2025-06-30T00:00:00
|
factual_accuracy
|
train
|
train_8762
|
[
{
"content": "What team did Tyson Chandler start playing for?",
"role": "user"
},
{
"content": "Dallas Mavericks",
"role": "assistant"
}
] |
start
|
2014-10-01T00:00:00
|
factual_accuracy
|
train
|
train_8763
|
[
{
"content": "What team did Tyson Chandler start playing for?",
"role": "user"
},
{
"content": "Houston Rockets",
"role": "assistant"
}
] |
start
|
2019-10-01T00:00:00
|
factual_accuracy
|
train
|
train_8764
|
[
{
"content": "What team did Tyson Chandler start playing for?",
"role": "user"
},
{
"content": "Los Angeles Lakers",
"role": "assistant"
}
] |
start
|
2018-10-01T00:00:00
|
factual_accuracy
|
train
|
train_8765
|
[
{
"content": "What team did Tyson Chandler start playing for?",
"role": "user"
},
{
"content": "Phoenix Suns",
"role": "assistant"
}
] |
start
|
2015-10-01T00:00:00
|
factual_accuracy
|
train
|
End of preview. Expand
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danielfein/temporalpeople-reasoning-chat-train
Dataset Description
This is a temporal reasoning dataset for evaluating language models' ability to understand time-based relationships and facts about people and organizations (specifically sports players and teams).
The dataset is formatted as chat conversations with user questions and assistant answers.
Dataset Description
This is the training split of the temporal reasoning dataset for evaluating language models' ability to understand time-based relationships and facts about people and organizations (specifically sports players and teams).
The dataset is formatted as chat conversations with user questions and assistant answers.
For the corresponding test dataset, see: danielfein/temporalpeople-reasoning-chat-test
Dataset Structure
Training Split (train)
- Size: 330008 examples
- Format: Chat conversations with user/assistant roles
- Columns:
source_id: Unique identifier for the exampleconversation: List of dictionaries with "role" (user/assistant) and "content"text_type: Type of statement (start,end,single_hop,multi_hop)text_timestamp: ISO timestamp when the statement is trueevaluation_label: Capability being tested (factual_accuracy,duration_accuracy,multi_hop_accuracy)split: Always "train"
Test Split (test)
- Size: 0 examples
- Format: Chat conversations with user/assistant roles
- Columns:
source_id: Unique identifier for the exampleconversation: List of dictionaries with "role" (user/assistant) and "content"text_type: Type of statement (start,end,single_hop,multi_hop)text_timestamp: ISO timestamp when the statement is trueevaluation_label: Capability being tested (factual_accuracy,duration_accuracy,multi_hop_accuracy)split: Always "test"
Evaluation Capabilities
This dataset tests three key temporal reasoning capabilities:
- Factual Accuracy (0 examples): Basic fact retrieval at specific timestamps
- Duration Accuracy (0 examples): Understanding and expressing time durations
- Multi-hop Accuracy (0 examples): Complex reasoning requiring multiple inference steps
Usage
from datasets import load_dataset
train_dataset = load_dataset("danielfein/temporalpeople-reasoning-chat-train")
test_dataset = load_dataset("danielfein/temporalpeople-reasoning-chat-train")
# Example: Get all factual accuracy test cases
factual_tests = test_dataset.filter(lambda x: x['evaluation_label'] == 'factual_accuracy')
# Example conversation format:
example = train_dataset[0]
print(example['conversation'])
# [
# {"role": "user", "content": "What team did A.J. Brown start playing for?"},
# {"role": "assistant", "content": "Philadelphia Eagles"}
# ]
Split Strategy
The dataset uses a mixed entity split:
- 70% of entities have all template types in the training set
- 30% of entities have only 1-2 template types in training, with remaining types in test
- This tests generalization to unseen template types for partially-seen entities
Citation
If you use this dataset, please cite the original temporalpeople dataset and this temporal reasoning extension.
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