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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 5 new columns ({'position', 'role', 'text', 'message_thread_stable_id', 'meta'}) and 6 missing columns ({'label', 'span_text', 'start_pos', 'end_pos', 'message_stable_id', 'reasoning'}).

This happened while the csv dataset builder was generating data using

hf://datasets/blue-guardrails/ragtruth-plus-plus/messages.csv (at revision 957690c82357c0327e71e8892fb915084ab00905)

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 1831, in _prepare_split_single
                  writer.write_table(table)
                File "/usr/local/lib/python3.12/site-packages/datasets/arrow_writer.py", line 714, in write_table
                  pa_table = table_cast(pa_table, self._schema)
                             ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.12/site-packages/datasets/table.py", line 2272, in table_cast
                  return cast_table_to_schema(table, schema)
                         ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.12/site-packages/datasets/table.py", line 2218, in cast_table_to_schema
                  raise CastError(
              datasets.table.CastError: Couldn't cast
              stable_id: string
              message_thread_stable_id: string
              position: int64
              role: string
              text: string
              meta: string
              -- schema metadata --
              pandas: '{"index_columns": [{"kind": "range", "name": null, "start": 0, "' + 964
              to
              {'stable_id': Value('string'), 'message_stable_id': Value('string'), 'start_pos': Value('int64'), 'end_pos': Value('int64'), 'span_text': Value('string'), 'label': Value('string'), 'reasoning': Value('float64')}
              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 1455, 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 1054, in convert_to_parquet
                  builder.download_and_prepare(
                File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 894, in download_and_prepare
                  self._download_and_prepare(
                File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 970, in _download_and_prepare
                  self._prepare_split(split_generator, **prepare_split_kwargs)
                File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 1702, 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 1833, 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 5 new columns ({'position', 'role', 'text', 'message_thread_stable_id', 'meta'}) and 6 missing columns ({'label', 'span_text', 'start_pos', 'end_pos', 'message_stable_id', 'reasoning'}).
              
              This happened while the csv dataset builder was generating data using
              
              hf://datasets/blue-guardrails/ragtruth-plus-plus/messages.csv (at revision 957690c82357c0327e71e8892fb915084ab00905)
              
              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.

stable_id
string
message_stable_id
string
start_pos
int64
end_pos
int64
span_text
string
label
string
reasoning
null
019a9cc1-e557-7052-8d86-be24145fb650
019a90f6-d408-72b1-8ac7-d0a7fdd968d4
0
63
Based on the given passages, I am unable to answer the question
Incorrect Refusal
null
019a9cc1-f1bd-7002-89f5-2e898828fffe
019a90f6-d3df-74e1-a925-6375474bc793
510
733
* GS1 Originated UPC and EAN codes * Toll-free phone number: 1-888-356-7770 * Positive customer reviews, such as "Wow, Thanks, Love your Service," "Easy," "Professional," "Straightforward," "Comprehensive," and "Affordable"
Evident Conflict
null
019a9cc1-f1bd-7002-89f5-2e959e9dced5
019a90f6-d39e-7440-9ff8-14d8b3879101
0
56
Based on the provided passages, an UPDescription is: 1.
Subtle Conflict
null
019a9cc1-f1bd-7002-89f5-2eac8d54637d
019a90f6-d310-7981-8b7c-b9e073fcae72
462
549
The ice water bath helps to stop the cooking process and cool down the potatoes quickly
Evident Baseless Info
null
019a9cc1-f1bd-7002-89f5-2ebf17c33634
019a90f6-d310-7981-8b7c-b9e073fcae72
551
585
making the skin easier to peel off
Evident Baseless Info
null
019a9cc1-f1bd-7002-89f5-2ecfe5b535bc
019a90f6-d27c-7e33-ab20-9f828c7460b8
1,047
1,132
Scoring the potatoes before boiling can also help loosen the skin for easier peeling.
Subtle Baseless Info
null
019a9cc1-f1bd-7002-89f5-2edb90b4a2d2
019a90f6-d27c-7e33-ab20-9f828c7460b8
369
443
peeling the potatoes before cooking, as their skin can be tough and papery
Subtle Conflict
null
019a9cc1-f1bd-7002-89f5-2ee8deb37caa
019a90f6-d27c-7e33-ab20-9f828c7460b8
1,015
1,045
make the skin easier to remove
Subtle Baseless Info
null
019a9cc1-f1bd-7002-89f5-2ef26a3a6d95
019a90f6-d27c-7e33-ab20-9f828c7460b8
948
1,010
transfer them to an ice water bath to stop the cooking process
Subtle Baseless Info
null
019a9cc1-f1bd-7002-89f5-2f099b738d5a
019a90f6-d1e7-7372-9c12-d44ea4993b05
103
135
buy tickets with a unique number
Evident Baseless Info
null
019a9cc1-f1bd-7002-89f5-2f107109e6ea
019a90f6-d1e7-7372-9c12-d44ea4993b05
676
695
with unique numbers
Subtle Baseless Info
null
019a9cc1-f1bd-7002-89f5-2f20d0f4f6e4
019a90f6-d19e-7632-831f-953756a31897
816
885
where participants can pay to play and have the chance to win $10,000
Subtle Baseless Info
null
019a9cc1-f1bd-7002-89f5-2f3b1439605c
019a90f6-d19e-7632-831f-953756a31897
626
649
at the end of the event
Subtle Conflict
null
019a9cc1-f1bd-7002-89f5-2f47950d4f1a
019a90f6-d19e-7632-831f-953756a31897
146
170
usually between 1 and 55
Subtle Baseless Info
null
019a9cc1-f1bd-7002-89f5-2f510ef7f0d5
019a90f6-d19e-7632-831f-953756a31897
172
402
Each ticket costs $50, and a table consists of 20 individuals who pool their money together to form a complete ticket worth $1000. There are also two $500 prizes, one for the early bird drawing and one for the first ticket pulled.
Subtle Baseless Info
null
019a9cc1-f1bd-7002-89f5-2f615f495f42
019a90f6-cffa-7d80-b845-195da378223d
312
328
British soldiers
Subtle Baseless Info
null
019a9cc1-f1bd-7002-89f5-2f718de2491b
019a90f6-cffa-7d80-b845-195da378223d
372
441
upset about the Stamp Act because it was the first direct tax imposed
Subtle Conflict
null
019a9cc1-f1bd-7002-89f5-2f860629ed70
019a90f6-cf67-7ba3-aae5-10feeba0ddcd
162
224
which escalated into violence when British soldiers intervened
Subtle Conflict
null
019a9cc1-f1bd-7002-89f5-2f9292aa02e2
019a90f6-cf67-7ba3-aae5-10feeba0ddcd
343
434
The Stamp Act was so upsetting to the colonists because it was the first direct tax imposed
Subtle Conflict
null
019a9cc1-f1bd-7002-89f5-2fa7c6f07a95
019a90f6-cf3a-7fa0-8f7b-ed3d3e3e2575
855
893
and attach a hanging wire to the back.
Evident Conflict
null
019a9cc1-f1bd-7002-89f5-2fba8b32e02b
019a90f6-cf0e-7e30-bfeb-98aca5f00c62
856
986
if more detailed instructions are needed, it may be best to consult additional resources or seek advice from a professional framer
Evident Baseless Info
null
019a9cc1-f1bd-7002-89f5-2fccbc712070
019a90f6-ce96-7af1-ac8c-ebd77524a1ca
440
464
securely join the frames
Subtle Conflict
null
019a9cc1-f1be-7b23-84a9-e5252bd1b565
019a90f6-ce57-7d30-a3c9-ac78f7b32227
607
640
on Entertainment Weekly's website
Subtle Baseless Info
null
019a9cc1-f1be-7b23-84a9-e53731ad1039
019a90f6-ce20-7212-a3e7-531e88b3c91a
105
119
extreme hunger
Subtle Baseless Info
null
019a9cc1-f1be-7b23-84a9-e54d11a10884
019a90f6-cd66-7d12-a322-6c2ed4ad3a59
104
118
extreme hunger
Subtle Baseless Info
null
019a9cc1-f1be-7b23-84a9-e559bab5793c
019a90f6-cd21-7e31-bb1a-34fe49aca9e6
21
34
latest season
Subtle Baseless Info
null
019a9cc1-f1be-7b23-84a9-e563c8acfbc9
019a90f6-cc55-7722-b3f4-ed148c95afb6
581
650
Governor Greg Abbott planning to restart construction on border walls
Subtle Conflict
null
019a9cc1-f1be-7b23-84a9-e570ac10b7d6
019a90f6-cc0c-7bd2-814c-b7112e070236
61
116
here's a step-by-step guide on how to make panko crumbs
Subtle Conflict
null
019a9cc1-f1be-7b23-84a9-e588412fc920
019a90f6-cbd6-7c93-99ac-bed0583caad9
40
64
how to make panko crumbs
Subtle Baseless Info
null
019a9cc1-f1be-7b23-84a9-e590acfccf4e
019a90f6-cbd6-7c93-99ac-bed0583caad9
583
603
make panko crumbs by
Subtle Baseless Info
null
019a9cc1-f1be-7b23-84a9-e5abdd9a0df8
019a90f6-cbd6-7c93-99ac-bed0583caad9
975
998
for making panko crumbs
Subtle Baseless Info
null
019a9cc1-f1be-7b23-84a9-e5b9c408b0a9
019a90f6-cbad-7190-86fe-732c597436eb
1,090
1,141
to make panko crumbs based on the provided passages
Subtle Baseless Info
null
019a9cc1-f1be-7b23-84a9-e5c2903186ee
019a90f6-cbad-7190-86fe-732c597436eb
47
64
make panko crumbs
Subtle Baseless Info
null
019a9cc1-f1be-7b23-84a9-e5dfcb41a97d
019a90f6-cbad-7190-86fe-732c597436eb
750
765
pulse the bread
Subtle Conflict
null
019a9cc1-f1be-7b23-84a9-e5e9289f7453
019a90f6-cb6e-75a2-ad3a-cd2148d6ebf1
368
404
not to let the crumbs brown too much
Subtle Conflict
null
019a9cc1-f1be-7b23-84a9-e5f79def0ce2
019a90f6-cb6e-75a2-ad3a-cd2148d6ebf1
3
20
make panko crumbs
Subtle Baseless Info
null
019a9cc1-f1be-7b23-84a9-e606b99362ce
019a90f6-cb53-7a20-87bd-6dc8175e1441
3
20
make panko crumbs
Subtle Baseless Info
null
019a9cc1-f1be-7b23-84a9-e61606c7e7e2
019a90f6-cb17-7083-abb2-09ab56cc366b
0
20
To make panko crumbs
Subtle Baseless Info
null
019a9cc1-f1be-7b23-84a9-e62778274a68
019a90f6-caf7-7f83-813e-8e5a3da1e66f
396
544
Therefore, the Republican Party uses both proportional and winner-take-all methods to allocate delegates in their presidential nominating procedure.
Evident Baseless Info
null
019a9cc1-f1be-7b23-84a9-e6340a753b44
019a90f6-ca75-7183-a6e1-9d0520bcdc98
351
375
proportionate allocation
Subtle Baseless Info
null
019a9cc1-f1be-7b23-84a9-e648a3d48e32
019a90f6-c960-7010-912f-dcc83197757d
515
606
raised questions about the existence of extraterrestrial life in a Budget Committee meeting
Subtle Baseless Info
null
019a9cc1-f1be-7b23-84a9-e6526243da36
019a90f6-c933-7263-8d51-ce722da6cf60
611
655
but so far, no such instances have occurred.
Subtle Conflict
null
019a9cc1-f1be-7b23-84a9-e6603e1bf232
019a90f6-c8f1-73e3-8a39-4f1124dff54c
238
253
stronger stream
Subtle Conflict
null
019a9cc1-f1be-7b23-84a9-e6772687ec52
019a90f6-c896-7391-aa02-ab052cb29de4
56
93
water pick (also known as a Waterpik)
Evident Conflict
null
019a9cc1-f1be-7b23-84a9-e68bf3333fad
019a90f6-c826-7792-93f8-b94270220d9c
2
38
water pick, also known as a Waterpik
Subtle Conflict
null
019a9cc1-f1be-7b23-84a9-e69650d5e7f7
019a90f6-c808-7fc3-a597-3ea19b88dd43
119
146
She confides in Jack Abbott
Subtle Conflict
null
019a9cc1-f1be-7b23-84a9-e6af94b846de
019a90f6-c7dc-7131-8ba2-f69427d1e335
346
399
Fans wonder if Tucker will pin everything on Phyllis.
Subtle Conflict
null
019a9cc1-f1be-7b23-84a9-e6b959abdc78
019a90f6-c7dc-7131-8ba2-f69427d1e335
346
357
Fans wonder
Subtle Conflict
null
019a9cc1-f1be-7b23-84a9-e6c5ffea7cbb
019a90f6-c7ad-7e82-8642-f84d8c196be7
233
295
Phyllis reaches out to Jack Abbott (Peter Bergman) for support
Subtle Conflict
null
019a9cc1-f1be-7b23-84a9-e6d86d63388a
019a90f6-c734-7e42-8023-48f6ffb7ef66
80
91
blackmailed
Subtle Conflict
null
019a9cc1-f1be-7b23-84a9-e6e0643351ef
019a90f6-c734-7e42-8023-48f6ffb7ef66
240
259
is forced to comply
Subtle Baseless Info
null
019a9cc1-f1be-7b23-84a9-e6f01218d6da
019a90f6-c734-7e42-8023-48f6ffb7ef66
280
301
reveals Tucker's plot
Subtle Conflict
null
019a9cc1-f1be-7b23-84a9-e70d316ee43f
019a90f6-c6c6-7c71-b367-021c4366447c
277
302
various comic book series
Subtle Baseless Info
null
019a9cc1-f1be-7b23-84a9-e71c0f315222
019a90f6-c65f-7631-bd7a-7afe925c6d23
238
266
mutant superheroine Psylocke
Subtle Baseless Info
null
019a9cc1-f1be-7b23-84a9-e7241987609b
019a90f6-c65f-7631-bd7a-7afe925c6d23
108
143
latest installment of the franchise
Subtle Baseless Info
null
019a9cc1-f1be-7b23-84a9-e73628cff033
019a90f6-c65f-7631-bd7a-7afe925c6d23
185
221
known for her role on "The Newsroom"
Subtle Baseless Info
null
019a9cc1-f1be-7b23-84a9-e7437e794b03
019a90f6-c5af-72e0-9c5e-57f95210ea7f
613
631
moon or asteroids.
Evident Baseless Info
null
019a9cc1-f1be-7b23-84a9-e756257f9bf7
019a90f6-c5af-72e0-9c5e-57f95210ea7f
747
755
location
Evident Baseless Info
null
019a9cc1-f1be-7b23-84a9-e7656a5d0f8f
019a90f6-c479-75d2-880b-31dabab7ee40
679
685
Murphy
Evident Conflict
null
019a9cc1-f1be-7b23-84a9-e774f1d4f91d
019a90f6-c442-77a2-a3a0-d7d73a79e750
876
884
Medscape
Evident Baseless Info
null
019a9cc1-f1be-7b23-84a9-e78c6726449a
019a90f6-c442-77a2-a3a0-d7d73a79e750
252
325
Obama said that while the debate on climate change may break down quickly
Evident Conflict
null
019a9cc1-f1be-7b23-84a9-e79ac55c1274
019a90f6-c416-76f1-879f-90e9287c844b
1,531
1,602
The President emphasized that solutions to climate change already exist
Subtle Baseless Info
null
019a9cc1-f1be-7b23-84a9-e7a993a034b5
019a90f6-c3f4-7561-898c-efecab3f262a
945
954
diarrhoea
Subtle Conflict
null
019a9cc1-f1be-7b23-84a9-e7b02324514b
019a90f6-c378-78e1-a568-932409098a58
289
370
BB25 fans wonder if Bowie will take a shot at Cory or Cameron if the POV is used.
Subtle Conflict
null
019a9cc1-f1be-7b23-84a9-e7cc5c8da5fa
019a90f6-c31b-7810-83a2-fa5b175804a4
117
143
However, Bowie is hesitant
Subtle Conflict
null
019a9cc1-f1be-7b23-84a9-e7d50b1afb5e
019a90f6-c2f2-7f81-9ebe-50732a8b2bdc
222
259
Bowie is hesitant to backdoor Cameron
Subtle Conflict
null
019a9cc1-f1be-7b23-84a9-e7ea7f0ec90e
019a90f6-c2ce-77f0-9ed5-88e704069e68
255
273
Bowie is undecided
Subtle Conflict
null
019a9cc1-f1be-7b23-84a9-e7f148a41887
019a90f6-c2a9-7f91-8a47-add93c9893d5
0
79
Based on the given passages, here are the steps to factory reset an HTC One VX:
Evident Baseless Info
null
019a9cc1-f1be-7b23-84a9-e80601a7f093
019a90f6-c2a9-7f91-8a47-add93c9893d5
581
660
Therefore, the answer to the question of how to factory reset an HTC One VX is:
Evident Conflict
null
019a9cc1-f1be-7b23-84a9-e81ee70e2584
019a90f6-c2a9-7f91-8a47-add93c9893d5
362
414
Select the Recovery Mode option using the Power key.
Subtle Conflict
null
019a9cc1-f1be-7b23-84a9-e82f40f3bec5
019a90f6-c26a-7292-bdb1-e196de089171
224
301
Alternatively, you can also perform a factory reset by following these steps:
Evident Conflict
null
019a9cc1-f1be-7b23-84a9-e83f1780e1a6
019a90f6-c26a-7292-bdb1-e196de089171
608
617
Wipe Data
Subtle Baseless Info
null
019a9cc1-f1bf-7720-9f0c-329ba9536d0d
019a90f6-c22e-73a2-9daa-fdb0eb978059
0
75
Based on the provided passages, here is how to factory reset an HTC One VX:
Evident Conflict
null
019a9cc1-f1bf-7720-9f0c-32a7def02ea4
019a90f6-c22e-73a2-9daa-fdb0eb978059
702
856
Down button to scroll and Power key to select. * Press and hold the Volume Down + Power key for a couple of seconds to initiate the factory reset process.
Evident Baseless Info
null
019a9cc1-f1bf-7720-9f0c-32b4dfe070f1
019a90f6-c1f6-7fd2-9b75-cbd3aaa897a9
20
30
HTC One VX
Evident Baseless Info
null
019a9cc1-f1bf-7720-9f0c-32c86710cfc6
019a90f6-c1ad-7a63-9ef4-c33aaa23de51
256
384
Alternatively, you can switch off the phone and then press and hold the Volume Down and Power buttons together for a few seconds
Evident Baseless Info
null
019a9cc1-f1bf-7720-9f0c-32dd80530135
019a90f6-c157-7971-b93c-fd7da9e5a603
148
241
The rapper and five others were found with methamphetamine, marijuana, and drug paraphernalia
Subtle Conflict
null
019a9cc1-f1bf-7720-9f0c-32eef828e237
019a90f6-c157-7971-b93c-fd7da9e5a603
25
37
in 65 words:
Evident Conflict
null
019a9cc1-f1bf-7720-9f0c-32f54808cfb2
019a90f6-bf8d-7c81-a4a9-1a3a75221a8e
79
85
at LAX
Subtle Baseless Info
null
019a9cc1-f1bf-7720-9f0c-330b85e5520d
019a90f6-bf69-79e2-9c90-d152b13c43e9
59
65
at LAX
Subtle Baseless Info
null
019a9cc1-f1bf-7720-9f0c-331f579496bd
019a90f6-bf46-7883-a6dc-54f244fee33e
135
157
with his right to work
Subtle Conflict
null
019a9cc1-f1bf-7720-9f0c-3326a0bf3484
019a90f6-bef8-7082-9103-8115d0c41904
352
369
his right to work
Subtle Conflict
null
019a9cc1-f1bf-7720-9f0c-333077cded62
019a90f6-be98-7623-9c47-eefc2159c806
154
163
bone loss
Evident Conflict
null
019a9cc1-f1bf-7720-9f0c-3344bf1fb2ae
019a90f6-be70-72b3-af57-d85414cb7c47
32
118
severe osteoporosis refers to a condition where there is significant bone density loss
Subtle Baseless Info
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019a9cc1-f1bf-7720-9f0c-335ae12bfce3
019a90f6-be47-7722-8e1f-11530cda23fe
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severe osteoporosis refers to a condition where the bones have been significantly weakened
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frequent fractures
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Severe osteoporosis is a condition characterized by significant bone density loss
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The salary given up by the employee is equal to the value of their regular pension contribution
Subtle Conflict
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National Insurance Contributions (NICs)
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The salary that is waived under the salary exchange is equal to the value of the regular pension contribution made.
Subtle Conflict
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messages
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powerful
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serves as a reminder of the sacrifices made during the war
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Jeff Gusky has discovered
Subtle Baseless Info
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121 words
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sheds new light on the history of the war
Evident Conflict
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121 words
Evident Conflict
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provide a personal glimpse into the lives of the soldiers
Evident Conflict
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Despite its discovery years ago
Subtle Conflict
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soldiers stationed in the area
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End of preview.

Dataset Card for RAGTruth++

This dataset is a re-annotation of a subset of the RAGTruth-benchmark that can be used to evaluate hallucination detection models.

It contains 408 prompt-response-pairs and 865 spans that are marked as hallucinations.

A text span is marked as a hallucination when a generated output in the response is not supported by the data in the input prompt.

You can read more about the creation of the dataset on our blog.

Structure of the dataset

We provide two CSV-files.

One with hallucination spans, following the following format:

{
  "start_pos": "<int>",
  "end_pos": "<int>",
  "span_text": "<str>",
  "label": "<str>",
  "reasoning": "<str>",
  "stable_id": "<str>",
  "message_stable_id": "<str>"  
}

One with messages:

{
  "stable_id": "<str>",
  "meta": "<str>",
  "role": "<user|assistant>",
  "position": "<int>",
  "text": "<str>",
  "message_thread_stable_id": "<str>"
}

Use the message_stable_id-field to reference spans to messages.

Uses

Use the dataset for benchmarking hallucination detection models.

Dataset Card Contact

[email protected]

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