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The dataset generation failed
Error code:   DatasetGenerationError
Exception:    CastError
Message:      Couldn't cast
id: string
security_question: string
reference_answer: string
candidate_input: string
expected_label: string
attack_type: string
question_domain: string
reason_for_rejection: string
source_pair_id: string
to
{'id': Value('string'), 'security_question': Value('string'), 'reference_answer': Value('string'), 'candidate_input': Value('string'), 'expected_label': Value('string'), 'attack_type': Value('string'), 'reason_for_rejection': Value('string')}
because column names don't match
Traceback:    Traceback (most recent call last):
                File "/usr/local/lib/python3.14/site-packages/datasets/builder.py", line 1827, in _prepare_split_single
                  for key, table in generator:
                                    ^^^^^^^^^
                File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 613, in wrapped
                  for item in generator(*args, **kwargs):
                              ~~~~~~~~~^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.14/site-packages/datasets/packaged_modules/json/json.py", line 343, in _generate_tables
                  self._cast_table(pa_table, json_field_paths=json_field_paths),
                  ~~~~~~~~~~~~~~~~^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.14/site-packages/datasets/packaged_modules/json/json.py", line 132, in _cast_table
                  pa_table = table_cast(pa_table, self.info.features.arrow_schema)
                File "/usr/local/lib/python3.14/site-packages/datasets/table.py", line 2378, in table_cast
                  return cast_table_to_schema(table, schema)
                File "/usr/local/lib/python3.14/site-packages/datasets/table.py", line 2306, in cast_table_to_schema
                  raise CastError(
                  ...<3 lines>...
                  )
              datasets.table.CastError: Couldn't cast
              id: string
              security_question: string
              reference_answer: string
              candidate_input: string
              expected_label: string
              attack_type: string
              question_domain: string
              reason_for_rejection: string
              source_pair_id: string
              to
              {'id': Value('string'), 'security_question': Value('string'), 'reference_answer': Value('string'), 'candidate_input': Value('string'), 'expected_label': Value('string'), 'attack_type': Value('string'), 'reason_for_rejection': Value('string')}
              because column names don't match
              
              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 1369, in compute_config_parquet_and_info_response
                  parquet_operations, partial, estimated_dataset_info = stream_convert_to_parquet(
                                                                        ~~~~~~~~~~~~~~~~~~~~~~~~~^
                      builder, max_dataset_size_bytes=max_dataset_size_bytes
                      ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                  )
                  ^
                File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 948, in stream_convert_to_parquet
                  builder._prepare_split(split_generator=splits_generators[split], file_format="parquet")
                  ~~~~~~~~~~~~~~~~~~~~~~^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.14/site-packages/datasets/builder.py", line 1694, in _prepare_split
                  for job_id, done, content in self._prepare_split_single(
                                               ~~~~~~~~~~~~~~~~~~~~~~~~~~^
                      gen_kwargs=gen_kwargs, job_id=job_id, **_prepare_split_args
                      ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                  ):
                  ^
                File "/usr/local/lib/python3.14/site-packages/datasets/builder.py", line 1880, 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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id
string
security_question
string
reference_answer
string
candidate_input
string
expected_label
string
attack_type
string
reason_for_rejection
string
BR-SQ-0001
Which school did you attend?
Queen Elizabeth School
Queen Elizabeth Hospital
REJECT
Entity substitution
Different institution. Shared tokens do not preserve the protected entity.
BR-SQ-0002
What was the full name of the school you attended?
Sha Tin Government Secondary School
Sha Tin Government Primary School
REJECT
Near-entity collision
Single-word difference changes the school entity.
BR-SQ-0003
Which station was your usual starting point?
Sha Tin Wai Station
Sha Tin Station
REJECT
Station substitution
Nearby and lexically similar stations are not the same location.
BR-SQ-0004
Which dining place did you put in your recovery profile?
Maxim's Palace, City Hall
Maxim's Palace
REJECT
Partial disclosure
Restaurant chain preserved but branch omitted.
BR-SQ-0005
What was the full name of your usual bank branch?
HSBC Mong Kok Branch
HSBC
REJECT
Branch substitution
Bank preserved but branch changed.
BR-SQ-0006
Which university name appears on your academic record?
The Chinese University of Hong Kong
A university in Hong Kong
REJECT
Category generalization
One-way entailment only; answer is too general.
BR-SQ-0007
What was the date of your memorable event?
12-Mar-18
Mar-18
REJECT
Temporal substitution
Specific date lowered to month; required date omitted.
BR-SQ-0008
Which exact identifier did you record, including all letters and digits?
Flat 12B, Block 3
Block 3
REJECT
Numerical omission
Unit identifier omitted.
BR-SQ-0009
Which hospital ward or department was recorded?
Queen Mary Hospital
Queen Mary School
REJECT
Entity substitution
Different entity type; hospital is replaced by a school.
BR-SQ-0010
Which school did you attend before university?
St. Paul's College
St. Paul's Hospital
REJECT
Entity substitution
Shared name token does not preserve the school entity.
BR-SQ-0011
Which museum did you visit most often as a student?
Hong Kong Science Museum
Hong Kong Space Museum
REJECT
Entity substitution
Different museum entity despite shared location and category.
BR-SQ-0012
Which museum did you usually recommend to visitors?
Hong Kong Science Museum
Hong Kong Heritage Museum
REJECT
Entity substitution
Different museum entity; topic and name overlap are insufficient.
BR-SQ-0013
Which museum do you associate with your childhood visits?
Hong Kong Police Museum
Hong Kong Palace Museum
REJECT
Entity substitution
Different museum entity; topic and name overlap are insufficient.
BR-SQ-0014
Which museum did you go to on a memorable school trip?
Hong Kong Palace Museum
Hong Kong Police Museum
REJECT
Entity substitution
Different museum entity; topic and name overlap are insufficient.
BR-SQ-0015
What was the exact museum name in your security answer?
Hong Kong Police Museum
Hong Kong Maritime Museum
REJECT
Entity substitution
Different museum entity; topic and name overlap are insufficient.
BR-SQ-0016
Which museum name did you record for verification?
Hong Kong Police Museum
Hong Kong Racing Museum
REJECT
Entity substitution
Different museum entity; topic and name overlap are insufficient.
BR-SQ-0017
Which museum did you visit with your classmates?
Hong Kong Maritime Museum
Hong Kong Racing Museum
REJECT
Entity substitution
Different museum entity; topic and name overlap are insufficient.
BR-SQ-0018
Which museum did you put in your recovery profile?
Hong Kong Museum of History
Hong Kong Science Museum
REJECT
Entity substitution
Different museum entity; topic and name overlap are insufficient.
BR-SQ-0019
What was the name of the museum you visited for a science or history activity?
Hong Kong Museum of History
Hong Kong Museum of Art
REJECT
Entity substitution
Different museum entity; topic and name overlap are insufficient.
BR-SQ-0020
What was the exact university name in your profile?
Chinese University of Hong Kong
Education University of Hong Kong
REJECT
Entity substitution
Different university; both are universities in Hong Kong but not the same entity.
BR-SQ-0021
Which university did you attend?
City University of Hong Kong
Chinese University of Hong Kong
REJECT
Entity substitution
Different university; both are universities in Hong Kong but not the same entity.
BR-SQ-0022
What university did you list as your alma mater?
University of Hong Kong
Hong Kong University of Science and Technology
REJECT
Entity substitution
Different university; both are universities in Hong Kong but not the same entity.
BR-SQ-0023
What is the full name of the university you attended?
The Education University of Hong Kong
The Hang Seng University of Hong Kong
REJECT
Entity substitution
Different university; both are universities in Hong Kong but not the same entity.
BR-SQ-0024
Which university did you apply to first?
Hong Kong Metropolitan University
Hong Kong Shue Yan University
REJECT
Entity substitution
Different university; both are universities in Hong Kong but not the same entity.
BR-SQ-0025
Which university did you put in your recovery profile?
Hong Kong Metropolitan University
Hong Kong Polytechnic University
REJECT
Entity substitution
Different university; both are universities in Hong Kong but not the same entity.
BR-SQ-0026
Which university name appears on your academic record?
Hong Kong Baptist University
Hong Kong Polytechnic University
REJECT
Entity substitution
Different university; both are universities in Hong Kong but not the same entity.
BR-SQ-0027
Which university campus or institution do you most associate with your studies?
Hong Kong Baptist University
Hong Kong Baptist Hospital
REJECT
Entity substitution
Shared Baptist token does not identify the same protected organization.
BR-SQ-0028
Which school should be used to verify your education history?
Diocesan Boys' School
Diocesan Girls' School
REJECT
Entity substitution
Different school entity; gendered school name is security-relevant.
BR-SQ-0029
What was the exact school name printed on your student record?
La Salle College
La Salle Primary School
REJECT
Entity substitution
Different institution level and entity.
BR-SQ-0030
Which school did you attend before university?
Maryknoll Convent School
Maryknoll Secondary School
REJECT
Entity substitution
Similar school name but different protected institution.
BR-SQ-0031
Which school did you attend?
St. Joseph's College
St. Joseph's Primary School
REJECT
Entity substitution
Different institution despite shared name stem.
BR-SQ-0032
What was the full name of the school you attended?
King George V School
King George V Memorial Park
REJECT
Entity substitution
Shared name does not preserve the protected entity.
BR-SQ-0033
Which landmark building did you associate with your routine?
Victoria Park
Victoria Harbour
REJECT
Entity substitution
Different geographical entity despite shared Victoria token.
BR-SQ-0034
Which venue did you use as your memorable place?
Harbour City
Harbour Centre
REJECT
Entity substitution
Both include city-related terms but identify different places.
BR-SQ-0035
Which commercial building did you most often go to?
Harbour City
Harbour North
REJECT
Entity substitution
Both include city-related terms but identify different places.
BR-SQ-0036
Which building or mall name was recorded in your profile?
Harbour City
Harbour Plaza Metropolis
REJECT
Entity substitution
Both include city-related terms but identify different places.
BR-SQ-0037
Where did you usually go for weekend shopping?
Harbour Grand Hong Kong
Harbour City
REJECT
Entity substitution
Both include city-related terms but identify different places.
BR-SQ-0038
What was the answer you set for this security question?
Sogo Causeway Bay
Causeway Bay Plaza
REJECT
Entity substitution
Nearby commercial entities are not interchangeable.
BR-SQ-0039
Which memorable place or identifier did you put in your profile?
Causeway Bay Plaza
Causeway Place
REJECT
Entity substitution
Nearby commercial entities are not interchangeable.
BR-SQ-0040
Which exact place should be used to verify your identity?
Causeway Bay Plaza
Causeway Centre
REJECT
Entity substitution
Nearby commercial entities are not interchangeable.
BR-SQ-0041
Which place did you usually visit after school or work?
Pacific Place
Pacific Coffee
REJECT
Entity substitution
Shared Pacific token does not preserve entity identity.
BR-SQ-0042
Which personal memory did you register for this account?
Times Square
Times Plaza
REJECT
Entity substitution
Lexically similar commercial place but different entity.
BR-SQ-0043
What specific place or organisation did you record?
Times Square
Tsuen Mun Times Square
REJECT
Entity substitution
Same name of malls but in different districts
BR-SQ-0044
Which exact answer did you choose for recovery?
Grand Hyatt Hong Kong
Hyatt Regency Hong Kong
REJECT
Entity substitution
Related hotel brand but different hotel property.
BR-SQ-0045
What was the name of your first school in Hong Kong?
St. Paul's Co-educational College
St. Paul's College
REJECT
Near-entity collision
School section omitted; primary school and college are not the same protected entity.
BR-SQ-0046
Which school did you list in your recovery profile?
St. Paul's School
St. Paul's College
REJECT
Near-entity collision
One-word difference changes the institution.
BR-SQ-0047
Which college or school did you most associate with your student life?
Hong Kong True Light College
Hong Kong True Light Middle School
REJECT
Near-entity collision
Similar school name but different institution.
BR-SQ-0048
Which school should be used to verify your education history?
Pui Ching Middle School
Pui Kiu Middle School
REJECT
Near-entity collision
Near-name collision; different school.
BR-SQ-0049
What was the exact school name printed on your student record?
Wah Yan College, Hong Kong
Wah Yan College, Kowloon
REJECT
Near-entity collision
Same school network but different campus/entity.
BR-SQ-0050
Which school did you attend before university?
Hong Kong International School
Hong Kong Island School
REJECT
Near-entity collision
Similar school names but different entities.
BR-SQ-0051
Which school did you attend?
German Swiss International School
Swiss German International School
REJECT
Near-entity collision
Word-order resemblance does not identify the same entity.
BR-SQ-0052
What was the full name of the school you attended?
Sha Tin College
Sha Tin Methodist College
REJECT
Near-entity collision
Shared district and college token but different school.
BR-SQ-0053
Which school name appears in your education record?
Ying Wa College
Ying Wa Girls' School
REJECT
Near-entity collision
Similar name family but different school.
BR-SQ-0054
Which school did you represent in a competition?
Po Leung Kuk No.1 W.H. Cheung College
Po Leung Kuk C.W. Chu College
REJECT
Near-entity collision
Same sponsoring body but different college.
BR-SQ-0055
What was the name of your first school in Hong Kong?
SKH St. Mary's Church Mok Hing Yiu College
SKH St. Mary's Church Kindergarten
REJECT
Near-entity collision
Shared sponsoring church but not the same institution.
BR-SQ-0056
Which building or mall name was recorded in your profile?
Hong Kong Science Park
Hong Kong Cyberport
REJECT
Near-entity collision
Both are technology locations but different places.
BR-SQ-0057
Where did you usually go for weekend shopping?
The Center
Central Plaza
REJECT
Near-entity collision
Both are office towers but distinct buildings.
BR-SQ-0058
Where did you meet your wife for the first time?
International Commerce Centre
International Finance Centre
REJECT
Near-entity collision
Similar landmark names but different buildings.
BR-SQ-0059
Which memorable place or identifier did you put in your profile?
Festival Walk
Fashion Walk
REJECT
Near-entity collision
Similar mall names but different locations.
BR-SQ-0060
Which exact place should be used to verify your identity?
Cityplaza
Citygate Outlets
REJECT
Near-entity collision
Shared city prefix but distinct malls.
BR-SQ-0061
Which place did you usually visit after school or work?
New Town Plaza
New Town Mall
REJECT
Near-entity collision
Near-name mall collision; not the same place.
BR-SQ-0062
Where did you usually meet friends for shopping?
Elements
The Element
REJECT
Near-entity collision
Singular/plural resemblance is insufficient for authentication.
BR-SQ-0063
Which landmark building did you associate with your routine?
AIA Central
AIA Tower
REJECT
Near-entity collision
Same brand stem but different building.
BR-SQ-0064
Which station did you put in your security profile?
Tai Wai Station
Sha Tin Wai Station
REJECT
Station substitution
Different stations, but similar names
BR-SQ-0065
Which university did you put in your recovery profile?
Hong Kong University Station
University Station
REJECT
Station substitution
Different stations, but similar names
BR-SQ-0066
Which station was closest to your usual meeting point?
Tsim Sha Tsui Station
East Tsim Sha Tsui Station
REJECT
Station substitution
Different stations, but similar names
BR-SQ-0067
What was your usual MTR station?
Kowloon Tong Station
Kowloon Station
REJECT
Station substitution
Different stations, but similar names
BR-SQ-0068
Which station do you go to most frequently in your daily life?
Kwai Hing Station
Kwai Fong Station
REJECT
Station substitution
Different stations, but similar names
BR-SQ-0069
Which station did you use most often on weekends?
Tsing Yi Station
Tsing Yi Bus Terminus
REJECT
Station substitution
Different stations, but similar names
BR-SQ-0070
Which station did you normally pass through?
Yuen Long Station
Long Ping Station
REJECT
Station substitution
Different stations, but similar names
BR-SQ-0071
Which station did you use for your daily commute?
Hang Hau Station
Tin Hau Station
REJECT
Station substitution
Different stations, but similar names
BR-SQ-0072
Which MTR station did you usually use after school or work?
Sheung Wan Station
Sheung Shui Station
REJECT
Station substitution
Different stations, but similar names
BR-SQ-0073
Which station was your usual starting point?
Tai Wai Station
Tai Wo Station
REJECT
Station substitution
Different stations, but similar names
BR-SQ-0074
Which station did you put in your security profile?
Tai Koo Station
Tai Wo Station
REJECT
Station substitution
Different stations, but similar names
BR-SQ-0075
At which station did you usually get off?
Tai Koo Station
Tai Wai Station
REJECT
Station substitution
Different stations, but similar names
BR-SQ-0076
Which station was closest to your usual meeting point?
Sha Tin Wai Station
Tai Wai Station
REJECT
Station substitution
Different stations, but similar names
BR-SQ-0077
What was your usual MTR station?
Causeway Bay Station
Quarry Bay Station
REJECT
Station substitution
Different stations, but similar names
BR-SQ-0078
Where did you usually go for weekend lunch?
Jade Garden, Star House
Jade Garden
REJECT
Partial disclosure
Restaurant branch omitted.
BR-SQ-0079
Which restaurant outlet did you usually meet friends at?
Lei Garden, Wan Chai
Lei Garden
REJECT
Partial disclosure
Branch location omitted.
BR-SQ-0080
Which place did you name, including the branch details?
Tai Cheong Bakery, Lyndhurst Terrace
Tai Cheong Bakery
REJECT
Partial disclosure
Specific branch omitted.
BR-SQ-0081
Which bank branch did you usually visit?
HSBC Mong Kok Branch
HSBC
REJECT
Partial disclosure
Bank retained but branch omitted.
BR-SQ-0082
At which branch did you open your first bank account?
Bank of China Tower Branch
Bank of China
REJECT
Partial disclosure
Specific tower branch omitted.
BR-SQ-0083
Which restaurant branch did you most often visit?
Din Tai Fung, Silvercord
Din Tai Fung
REJECT
Partial disclosure
Specific outlet omitted
BR-SQ-0084
Which dining place did you put in your recovery profile?
Kam Wah Cafe, Bute Street
Kam Wah Café
REJECT
Partial disclosure
Specific outlet omitted
BR-SQ-0085
Where did you celebrate birthdays with your family?
Tsui Wah, Wellington Street
Tsui Wah
REJECT
Partial disclosure
Specific outlet omitted.
BR-SQ-0086
What was your usual desk number?
Room 1203, Block A
Block A
REJECT
Partial disclosure
Room number omitted.
BR-SQ-0087
Which shop number did you usually visit?
Flat 8C, Tower 2
Tower 2
REJECT
Partial disclosure
Flat identifier omitted.
BR-SQ-0088
Which school should be used to verify your education history?
Class 6A at Queen Elizabeth School
Queen Elizabeth School
REJECT
Partial disclosure
Class information omitted when the class is required.
BR-SQ-0089
Who was the teacher associated with your class?
Professor Andrew Y. Ng
Professor Ng
REJECT
Partial disclosure
Given name and identity-disambiguating initials omitted.
BR-SQ-0090
What was the full name of the person on your recovery profile?
Dr. Emily K. Wong
Dr. Wong
REJECT
Partial disclosure
Candidate is ambiguous because the given name and middle initial are omitted.
BR-SQ-0091
Which transport route did you use for your daily commute?
Bus route 281A
281
REJECT
Partial disclosure
Route suffix omitted and changes the route.
BR-SQ-0092
What exact address identifier did you record?
Locker A17
Locker
REJECT
Partial disclosure
Locker number omitted.
BR-SQ-0093
Which block and flat did you put in your security profile?
Desk 5B in Room 1201
Room 1201
REJECT
Partial disclosure
Desk identifier omitted.
BR-SQ-0094
Which airport do you remember using on your first major trip?
Beijing Daxing International Airport
Beijing Airport
REJECT
Partial disclosure
Part of airport missed, leading to ambiguity
BR-SQ-0095
Which airport did you put in your travel recovery question?
Beijing Capital International Airport
Beijing Airport
REJECT
Partial disclosure
Part of airport missed, leading to ambiguity
BR-SQ-0096
What was the departure airport for your first flight?
Shanghai Pudong International Airport
Shanghai Airport
REJECT
Partial disclosure
Part of airport missed, leading to ambiguity
BR-SQ-0097
Which airport was recorded as your travel-related security answer?
Shanghai Hongqiao International Airport
Shanghai Airport
REJECT
Partial disclosure
Part of airport missed, leading to ambiguity
BR-SQ-0098
Which airport did you name as your memorable airport?
Tokyo Haneda Airport
Tokyo Airport
REJECT
Partial disclosure
Part of airport missed, leading to ambiguity
BR-SQ-0099
What was the exact airport name on your first flight memory?
Narita International Airport
Tokyo Airport
REJECT
Partial disclosure
Part of airport missed, leading to ambiguity
BR-SQ-0100
Which airport did you usually use when travelling from that city?
London Heathrow Airport
London Airport
REJECT
Partial disclosure
Part of airport missed, leading to ambiguity
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