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The dataset generation failed
Error code:   DatasetGenerationError
Exception:    CastError
Message:      Couldn't cast
paper: string
generator: string
generator_args: list<item: string>
  child 0, item: string
raw_hash: string
split: struct<val_ratio: double, seed: int64, cells: list<item: string>, cap_factor: null>
  child 0, val_ratio: double
  child 1, seed: int64
  child 2, cells: list<item: string>
      child 0, item: string
  child 3, cap_factor: null
phantom_envs: string
content_hash: string
num_people: int64
num_tasks: struct<train: int64, validation: int64>
  child 0, train: int64
  child 1, validation: int64
cells: list<item: struct<hops: int64, constraints: int64, kind: string, train: int64, validation: int64>>
  child 0, item: struct<hops: int64, constraints: int64, kind: string, train: int64, validation: int64>
      child 0, hops: int64
      child 1, constraints: int64
      child 2, kind: string
      child 3, train: int64
      child 4, validation: int64
title: string
id: string
contents: string
to
{'id': Value('string'), 'title': Value('string'), 'contents': 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 1835, in _prepare_split_single
                  for key, table in generator:
                                    ^^^^^^^^^
                File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 621, in wrapped
                  for item in generator(*args, **kwargs):
                              ~~~~~~~~~^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.14/site-packages/datasets/packaged_modules/json/json.py", line 361, 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 2381, in table_cast
                  return cast_table_to_schema(table, schema)
                File "/usr/local/lib/python3.14/site-packages/datasets/table.py", line 2309, in cast_table_to_schema
                  raise CastError(
                  ...<3 lines>...
                  )
              datasets.table.CastError: Couldn't cast
              paper: string
              generator: string
              generator_args: list<item: string>
                child 0, item: string
              raw_hash: string
              split: struct<val_ratio: double, seed: int64, cells: list<item: string>, cap_factor: null>
                child 0, val_ratio: double
                child 1, seed: int64
                child 2, cells: list<item: string>
                    child 0, item: string
                child 3, cap_factor: null
              phantom_envs: string
              content_hash: string
              num_people: int64
              num_tasks: struct<train: int64, validation: int64>
                child 0, train: int64
                child 1, validation: int64
              cells: list<item: struct<hops: int64, constraints: int64, kind: string, train: int64, validation: int64>>
                child 0, item: struct<hops: int64, constraints: int64, kind: string, train: int64, validation: int64>
                    child 0, hops: int64
                    child 1, constraints: int64
                    child 2, kind: string
                    child 3, train: int64
                    child 4, validation: int64
              title: string
              id: string
              contents: string
              to
              {'id': Value('string'), 'title': Value('string'), 'contents': 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 1379, 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 956, 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 1702, 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 1887, 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
title
string
contents
string
0
Alison Smock
# Alison Smock ## Family The daughter of Alison Smock is Shelli Beltran. The husband of Alison Smock is Williams Smock. ## Friends The friend of Alison Smock is Rolando Garza. ## Attributes The date of birth of Alison Smock is 0469-10-28. The occupation of Alison Smock is personal assistant. The hobby of Alison Smoc...
1
Beulah Beltran
# Beulah Beltran ## Family The sister of Beulah Beltran is Ophelia Beltran. The mother of Beulah Beltran is Shelli Beltran. The father of Beulah Beltran is Dino Beltran. ## Friends The friends of Beulah Beltran are Tobias Wyche, Tessie Musgrave, Jesus Sanabria. ## Attributes The date of birth of Beulah Beltran is 05...
2
Brian Beltran
# Brian Beltran ## Family The son of Brian Beltran is Dino Beltran. The wife of Brian Beltran is Daisy Beltran. ## Friends The friend of Brian Beltran is Andy Dominick. ## Attributes The date of birth of Brian Beltran is 0467-07-27. The occupation of Brian Beltran is osteopath. The hobby of Brian Beltran is biology....
3
Daisy Beltran
# Daisy Beltran ## Family The son of Daisy Beltran is Dino Beltran. The husband of Daisy Beltran is Brian Beltran. ## Friends The friends of Daisy Beltran are Byron Stahl, Matthias Burg, Roosevelt Cepeda. ## Attributes The date of birth of Daisy Beltran is 0471-09-21. The occupation of Daisy Beltran is broadcast eng...
4
Dino Beltran
# Dino Beltran ## Family The mother of Dino Beltran is Daisy Beltran. The father of Dino Beltran is Brian Beltran. The daughters of Dino Beltran are Beulah Beltran, Ophelia Beltran. The wife of Dino Beltran is Shelli Beltran. ## Friends The friends of Dino Beltran are Bonnie Tice, Holley Wilcher, Silas Stocker, Bufor...
5
Dominique Smock
# Dominique Smock ## Family The son of Dominique Smock is Williams Smock. The husband of Dominique Smock is Gene Smock. ## Friends The friends of Dominique Smock are Zelda Herold, Dionne Winslow. ## Attributes The date of birth of Dominique Smock is 0437-09-08. The occupation of Dominique Smock is warehouse manager....
6
Gene Smock
# Gene Smock ## Family The son of Gene Smock is Williams Smock. The wife of Gene Smock is Dominique Smock. ## Friends The friend of Gene Smock is Hosea Osborn. ## Attributes The date of birth of Gene Smock is 0438-08-16. The occupation of Gene Smock is associate professor. The hobby of Gene Smock is shogi. The gende...
7
Ophelia Beltran
# Ophelia Beltran ## Family The sister of Ophelia Beltran is Beulah Beltran. The mother of Ophelia Beltran is Shelli Beltran. The father of Ophelia Beltran is Dino Beltran. ## Friends The friends of Ophelia Beltran are Idell Jessup, Rena Herold, Reita Perales, Janis Lasley. ## Attributes The date of birth of Ophelia...
8
Shelli Beltran
# Shelli Beltran ## Family The mother of Shelli Beltran is Alison Smock. The father of Shelli Beltran is Williams Smock. The daughters of Shelli Beltran are Beulah Beltran, Ophelia Beltran. The husband of Shelli Beltran is Dino Beltran. ## Friends The friend of Shelli Beltran is Hiram Fleck. ## Attributes The date o...
9
Williams Smock
# Williams Smock ## Family The mother of Williams Smock is Dominique Smock. The father of Williams Smock is Gene Smock. The daughter of Williams Smock is Shelli Beltran. The wife of Williams Smock is Alison Smock. ## Friends The friend of Williams Smock is Ellen Golden. ## Attributes The date of birth of Williams Sm...
10
Bonnie Tice
# Bonnie Tice ## Family The brother of Bonnie Tice is Frederic Tice. The mother of Bonnie Tice is Jillian Tice. The father of Bonnie Tice is Kevin Tice. ## Friends The friends of Bonnie Tice are Eula Sells, Carlos Judd, Hattie Olszewski, Autumn Foret, Dino Beltran. ## Attributes The date of birth of Bonnie Tice is 0...
11
Frederic Tice
# Frederic Tice ## Family The sister of Frederic Tice is Bonnie Tice. The mother of Frederic Tice is Jillian Tice. The father of Frederic Tice is Kevin Tice. ## Friends The friends of Frederic Tice are Bettina Howard, Norris Dionne, Valentina Schroeder, Scott Penner. ## Attributes The date of birth of Frederic Tice ...
12
Grover Tice
# Grover Tice ## Family The son of Grover Tice is Kevin Tice. The wife of Grover Tice is Luisa Tice. ## Friends The friends of Grover Tice are Susie Worthy, Byron Stahl, Eloy Leroy, Giovanni Beamon, Greg Adair. ## Attributes The date of birth of Grover Tice is 0442-07-14. The occupation of Grover Tice is biomedical ...
13
Jillian Tice
# Jillian Tice ## Family The mother of Jillian Tice is Maybelle Durbin. The father of Jillian Tice is Tony Durbin. The son of Jillian Tice is Frederic Tice. The daughter of Jillian Tice is Bonnie Tice. The husband of Jillian Tice is Kevin Tice. ## Friends The friends of Jillian Tice are Hayden Pulver, Barbara Matson....
14
Kevin Tice
# Kevin Tice ## Family The mother of Kevin Tice is Luisa Tice. The father of Kevin Tice is Grover Tice. The son of Kevin Tice is Frederic Tice. The daughter of Kevin Tice is Bonnie Tice. The wife of Kevin Tice is Jillian Tice. ## Friends The friends of Kevin Tice are Amanda Henderson, Joshua Parmenter, Margie Stahl, ...
15
Luella Pete
# Luella Pete ## Family The daughter of Luella Pete is Maybelle Durbin. The husband of Luella Pete is Tyson Pete. ## Friends The friend of Luella Pete is Bryon Penner. ## Attributes The date of birth of Luella Pete is 0418-04-18. The occupation of Luella Pete is ecologist. The hobby of Luella Pete is microbiology. T...
16
Luisa Tice
# Luisa Tice ## Family The son of Luisa Tice is Kevin Tice. The husband of Luisa Tice is Grover Tice. ## Friends The friends of Luisa Tice are Lenora Toon, Lannie Hauck, Teressa Hauck, Eddie Caruthers. ## Attributes The date of birth of Luisa Tice is 0438-11-06. The occupation of Luisa Tice is barrister's clerk. The...
17
Maybelle Durbin
# Maybelle Durbin ## Family The mother of Maybelle Durbin is Luella Pete. The father of Maybelle Durbin is Tyson Pete. The daughter of Maybelle Durbin is Jillian Tice. The husband of Maybelle Durbin is Tony Durbin. ## Friends The friends of Maybelle Durbin are Madaline Brito, Carol Odonnell, Lynette Sayre. ## Attrib...
18
Tony Durbin
# Tony Durbin ## Family The daughter of Tony Durbin is Jillian Tice. The wife of Tony Durbin is Maybelle Durbin. ## Friends The friends of Tony Durbin are Marya Henderson, Armand Lozano, Sharee Deen, Matthias Burg, Francine Thrash, Demarcus Gooding, Cecil Jefferies. ## Attributes The date of birth of Tony Durbin is ...
19
Tyson Pete
# Tyson Pete ## Family The daughter of Tyson Pete is Maybelle Durbin. The wife of Tyson Pete is Luella Pete. ## Friends The friend of Tyson Pete is Lukas Slavin. ## Attributes The date of birth of Tyson Pete is 0417-01-25. The occupation of Tyson Pete is chief of staff. The hobby of Tyson Pete is fossil hunting. The...
20
Anna Kay
# Anna Kay ## Family The mother of Anna Kay is Jeannine Lowe. The father of Anna Kay is Manuel Lowe. The son of Anna Kay is Bradley Kay. The daughter of Anna Kay is Joyce Keefer. The husband of Anna Kay is Josef Kay. ## Friends The friends of Anna Kay are Minerva Jackman, Deborah Hobart. ## Attributes The date of bi...
21
Artie Kay
# Artie Kay ## Family The mother of Artie Kay is Tari Kay. The father of Artie Kay is Bradley Kay. ## Friends The friends of Artie Kay are Valentina Perales, Isis Erwin, Roger Colvin, Lindy Steinberg. ## Attributes The date of birth of Artie Kay is 0559-01-20. The occupation of Artie Kay is actuary. The hobby of Art...
22
Bradley Kay
# Bradley Kay ## Family The sister of Bradley Kay is Joyce Keefer. The mother of Bradley Kay is Anna Kay. The father of Bradley Kay is Josef Kay. The daughter of Bradley Kay is Artie Kay. The wife of Bradley Kay is Tari Kay. ## Friends The friends of Bradley Kay are Ashlie Mclane, Roger Bower. ## Attributes The date...
23
Geoffrey Keefer
# Geoffrey Keefer ## Family The son of Geoffrey Keefer is Lester Keefer. The daughter of Geoffrey Keefer is Ming Keefer. The wife of Geoffrey Keefer is Joyce Keefer. ## Friends The friends of Geoffrey Keefer are Mona Perales, Samuel Erwin, Carly Neuman, Kori Burg. ## Attributes The date of birth of Geoffrey Keefer i...
24
Jeannine Lowe
# Jeannine Lowe ## Family The daughter of Jeannine Lowe is Anna Kay. The husband of Jeannine Lowe is Manuel Lowe. ## Friends The friends of Jeannine Lowe are Daryl Borrego, Joel Pickard, Kayla Traylor, Maggie Penner, Edris Koenig, Glory Alberts, Francesca Poston, Lissa Rome, Isaias Gooding. ## Attributes The date of...
25
Josef Kay
# Josef Kay ## Family The son of Josef Kay is Bradley Kay. The daughter of Josef Kay is Joyce Keefer. The wife of Josef Kay is Anna Kay. ## Friends The friends of Josef Kay are Markus Yoo, Lance Polanco, Sung Clausen, Dave Ziegler. ## Attributes The date of birth of Josef Kay is 0504-09-07. The occupation of Josef K...
26
Joyce Keefer
# Joyce Keefer ## Family The brother of Joyce Keefer is Bradley Kay. The mother of Joyce Keefer is Anna Kay. The father of Joyce Keefer is Josef Kay. The son of Joyce Keefer is Lester Keefer. The daughter of Joyce Keefer is Ming Keefer. The husband of Joyce Keefer is Geoffrey Keefer. ## Friends The friend of Joyce Ke...
27
Lester Keefer
# Lester Keefer ## Family The sister of Lester Keefer is Ming Keefer. The mother of Lester Keefer is Joyce Keefer. The father of Lester Keefer is Geoffrey Keefer. ## Friends The friends of Lester Keefer are Elvis Waddell, Lyman Brito, Isis Erwin, Cesar Bucher, Christina Bucher. ## Attributes The date of birth of Les...
28
Manuel Lowe
# Manuel Lowe ## Family The daughter of Manuel Lowe is Anna Kay. The wife of Manuel Lowe is Jeannine Lowe. ## Friends The friends of Manuel Lowe are Marya Valenti, Ralph Timmerman. ## Attributes The date of birth of Manuel Lowe is 0475-07-17. The occupation of Manuel Lowe is librarian. The hobby of Manuel Lowe is cr...
29
Ming Keefer
# Ming Keefer ## Family The brother of Ming Keefer is Lester Keefer. The mother of Ming Keefer is Joyce Keefer. The father of Ming Keefer is Geoffrey Keefer. ## Friends The friends of Ming Keefer are Olin Gill, Bettina Orcutt. ## Attributes The date of birth of Ming Keefer is 0558-09-03. The occupation of Ming Keefe...
30
Tari Kay
# Tari Kay ## Family The daughter of Tari Kay is Artie Kay. The husband of Tari Kay is Bradley Kay. ## Friends The friends of Tari Kay are Darrell Estrella, Maira Surratt, Bertram Brito, Jules Sandy. ## Attributes The date of birth of Tari Kay is 0537-05-02. The occupation of Tari Kay is fitness centre manager. The ...
31
Alfreda Waddell
# Alfreda Waddell ## Family The son of Alfreda Waddell is Elvis Waddell. The husband of Alfreda Waddell is Byron Waddell. ## Friends The friends of Alfreda Waddell are Carson Dominick, Isabella Wick. ## Attributes The date of birth of Alfreda Waddell is 0435-08-16. The occupation of Alfreda Waddell is oceanographer....
32
Alysa Waddell
# Alysa Waddell ## Family The son of Alysa Waddell is Byron Waddell. The husband of Alysa Waddell is Christopher Waddell. ## Friends The friends of Alysa Waddell are Marion Switzer, Crysta Krieger. ## Attributes The date of birth of Alysa Waddell is 0412-01-13. The occupation of Alysa Waddell is historic buildings i...
33
Brenda Waddell
# Brenda Waddell ## Family The son of Brenda Waddell is Roberto Waddell. The daughter of Brenda Waddell is Miki Waddell. The husband of Brenda Waddell is Lawerence Waddell. ## Friends The friends of Brenda Waddell are Jeannette Perales, Isis Erwin, Zenobia Yoo, Piper Shirey, Ethan Ramirez. ## Attributes The date of ...
34
Byron Waddell
# Byron Waddell ## Family The mother of Byron Waddell is Alysa Waddell. The father of Byron Waddell is Christopher Waddell. The son of Byron Waddell is Elvis Waddell. The wife of Byron Waddell is Alfreda Waddell. ## Friends The friends of Byron Waddell are Alan Chow, Louann Koenig, Milford Raynor, Lloyd Alleman. ## ...
35
Christopher Waddell
# Christopher Waddell ## Family The son of Christopher Waddell is Byron Waddell. The wife of Christopher Waddell is Alysa Waddell. ## Friends The friends of Christopher Waddell are Nancy Carothers, Thomasine Gamache. ## Attributes The date of birth of Christopher Waddell is 0413-01-08. The occupation of Christopher ...
36
Clementine Waddell
# Clementine Waddell ## Family The son of Clementine Waddell is Lawerence Waddell. The husband of Clementine Waddell is Elvis Waddell. ## Friends The friends of Clementine Waddell are Raphael Erwin, Curt Woolsey, Kori Burg. ## Attributes The date of birth of Clementine Waddell is 0466-05-03. The occupation of Clemen...
37
Elvis Waddell
# Elvis Waddell ## Family The mother of Elvis Waddell is Alfreda Waddell. The father of Elvis Waddell is Byron Waddell. The son of Elvis Waddell is Lawerence Waddell. The wife of Elvis Waddell is Clementine Waddell. ## Friends The friends of Elvis Waddell are Deon Russell, Maryann Odonnell, Delores Remillard, Lester ...
38
Lawerence Waddell
# Lawerence Waddell ## Family The mother of Lawerence Waddell is Clementine Waddell. The father of Lawerence Waddell is Elvis Waddell. The son of Lawerence Waddell is Roberto Waddell. The daughter of Lawerence Waddell is Miki Waddell. The wife of Lawerence Waddell is Brenda Waddell. ## Friends The friends of Lawerenc...
39
Miki Waddell
# Miki Waddell ## Family The brother of Miki Waddell is Roberto Waddell. The mother of Miki Waddell is Brenda Waddell. The father of Miki Waddell is Lawerence Waddell. ## Friends The friend of Miki Waddell is Don Johnson. ## Attributes The date of birth of Miki Waddell is 0515-05-06. The occupation of Miki Waddell i...
40
Roberto Waddell
# Roberto Waddell ## Family The sister of Roberto Waddell is Miki Waddell. The mother of Roberto Waddell is Brenda Waddell. The father of Roberto Waddell is Lawerence Waddell. ## Friends The friends of Roberto Waddell are Darrell Estrella, Tessie Pulver, Harris Brewer, Adolph Christenson. ## Attributes The date of b...
41
Alvin Oyler
# Alvin Oyler ## Family The mother of Alvin Oyler is Deja Oyler. The father of Alvin Oyler is Carroll Oyler. The son of Alvin Oyler is Clifton Oyler. The wife of Alvin Oyler is Tianna Oyler. ## Friends The friends of Alvin Oyler are Francisco Mcclary, Abbey Gamache. ## Attributes The date of birth of Alvin Oyler is ...
42
Brett Worthy
# Brett Worthy ## Family The son of Brett Worthy is Cordell Worthy. The wife of Brett Worthy is Debora Worthy. ## Friends The friends of Brett Worthy are Angelia Youngblood, Matt Hauck, Roosevelt Cepeda, Teressa Hauck, Lissa Rome, Tommy Guthrie, Andres Seiber. ## Attributes The date of birth of Brett Worthy is 0453-...
43
Carroll Oyler
# Carroll Oyler ## Family The son of Carroll Oyler is Alvin Oyler. The wife of Carroll Oyler is Deja Oyler. ## Friends The friends of Carroll Oyler are Beau Jessup, Harley Millsap. ## Attributes The date of birth of Carroll Oyler is 0477-07-02. The occupation of Carroll Oyler is further education lecturer. The hobby...
44
Clifton Oyler
# Clifton Oyler ## Family The mother of Clifton Oyler is Tianna Oyler. The father of Clifton Oyler is Alvin Oyler. ## Friends The friend of Clifton Oyler is Woodrow Rome. ## Attributes The date of birth of Clifton Oyler is 0538-08-22. The occupation of Clifton Oyler is dancer. The hobby of Clifton Oyler is shogi. Th...
45
Cordell Worthy
# Cordell Worthy ## Family The mother of Cordell Worthy is Debora Worthy. The father of Cordell Worthy is Brett Worthy. The son of Cordell Worthy is Kevin Worthy. The daughter of Cordell Worthy is Tianna Oyler. The wife of Cordell Worthy is Susie Worthy. ## Friends The friends of Cordell Worthy are Eve Youngblood, Ve...
46
Debora Worthy
# Debora Worthy ## Family The son of Debora Worthy is Cordell Worthy. The husband of Debora Worthy is Brett Worthy. ## Friends The friends of Debora Worthy are Serena Ulibarri, Jamie Dishman, Lurline Garza. ## Attributes The date of birth of Debora Worthy is 0453-04-12. The occupation of Debora Worthy is intelligenc...
47
Deja Oyler
# Deja Oyler ## Family The son of Deja Oyler is Alvin Oyler. The husband of Deja Oyler is Carroll Oyler. ## Friends The friends of Deja Oyler are Shaunna Estrella, Kirk Winslow, Rubie Dillman, Verona Harlan. ## Attributes The date of birth of Deja Oyler is 0477-12-10. The occupation of Deja Oyler is fashion designer...
48
Kevin Worthy
# Kevin Worthy ## Family The sister of Kevin Worthy is Tianna Oyler. The mother of Kevin Worthy is Susie Worthy. The father of Kevin Worthy is Cordell Worthy. ## Friends The friends of Kevin Worthy are Felipe Lowell, Andre Gallup. ## Attributes The date of birth of Kevin Worthy is 0499-03-27. The occupation of Kevin...
49
Susie Worthy
# Susie Worthy ## Family The son of Susie Worthy is Kevin Worthy. The daughter of Susie Worthy is Tianna Oyler. The husband of Susie Worthy is Cordell Worthy. ## Friends The friends of Susie Worthy are Kenneth Robbins, Thaddeus Ellingson, Marcelino Bracey, Grover Tice. ## Attributes The date of birth of Susie Worthy...
50
Tianna Oyler
# Tianna Oyler ## Family The brother of Tianna Oyler is Kevin Worthy. The mother of Tianna Oyler is Susie Worthy. The father of Tianna Oyler is Cordell Worthy. The son of Tianna Oyler is Clifton Oyler. The husband of Tianna Oyler is Alvin Oyler. ## Friends The friends of Tianna Oyler are Ruben Graff, Julio Hoggard. ...
51
Amanda Henderson
# Amanda Henderson ## Family The daughter of Amanda Henderson is Chelsea Henderson. The husband of Amanda Henderson is Marcus Henderson. ## Friends The friends of Amanda Henderson are Melina Switzer, Kevin Tice. ## Attributes The date of birth of Amanda Henderson is 0543-02-11. The occupation of Amanda Henderson is ...
52
Antonia Johnson
# Antonia Johnson ## Family The daughter of Antonia Johnson is Shizuko Henderson. The husband of Antonia Johnson is Don Johnson. ## Friends ## Attributes The date of birth of Antonia Johnson is 0463-08-25. The occupation of Antonia Johnson is community development worker. The hobby of Antonia Johnson is benchmarkin...
53
Byron Henderson
# Byron Henderson ## Family The brothers of Byron Henderson are Leroy Henderson, Paris Henderson. The mother of Byron Henderson is Shizuko Henderson. The father of Byron Henderson is Lucio Henderson. ## Friends The friends of Byron Henderson are Elfriede Allain, Lance Polanco, Vito Alberts, Javier Steinberg, Lissa Ro...
54
Chelsea Henderson
# Chelsea Henderson ## Family The mother of Chelsea Henderson is Amanda Henderson. The father of Chelsea Henderson is Marcus Henderson. ## Friends The friends of Chelsea Henderson are Cornelius Portis, Harris Brewer, Buford Judd, Karla Green. ## Attributes The date of birth of Chelsea Henderson is 0572-04-24. The oc...
55
Don Johnson
# Don Johnson ## Family The daughter of Don Johnson is Shizuko Henderson. The wife of Don Johnson is Antonia Johnson. ## Friends The friends of Don Johnson are Armand Trapp, Juanita Fulkerson, Kathe Barnette, Tyrone Rubio, Heather Garza, Cathy Tobin, Miki Waddell. ## Attributes The date of birth of Don Johnson is 04...
56
Leroy Henderson
# Leroy Henderson ## Family The brothers of Leroy Henderson are Byron Henderson, Paris Henderson. The mother of Leroy Henderson is Shizuko Henderson. The father of Leroy Henderson is Lucio Henderson. ## Friends The friends of Leroy Henderson are Israel Bergman, Dante Alberts, Nita Cunningham. ## Attributes The date ...
57
Lucio Henderson
# Lucio Henderson ## Family The sons of Lucio Henderson are Byron Henderson, Leroy Henderson, Paris Henderson. The wife of Lucio Henderson is Shizuko Henderson. ## Friends The friends of Lucio Henderson are Zoila Lozano, Abraham Hulbert, Wade Sharkey, Pablo Briley. ## Attributes The date of birth of Lucio Henderson ...
58
Marcus Henderson
# Marcus Henderson ## Family The mother of Marcus Henderson is Marya Henderson. The father of Marcus Henderson is Paris Henderson. The daughter of Marcus Henderson is Chelsea Henderson. The wife of Marcus Henderson is Amanda Henderson. ## Friends The friends of Marcus Henderson are Nell Brewer, Ayesha Dortch, Kermit ...
59
Marya Henderson
# Marya Henderson ## Family The son of Marya Henderson is Marcus Henderson. The husband of Marya Henderson is Paris Henderson. ## Friends The friends of Marya Henderson are Shane Reynoso, Irwin Jessup, Mac Garcia, Solomon Herold, Sal Halpin, Keisha Ledbetter, Tyler Russell, Angelica Mccutcheon, Nita Cunningham, Cathy...
60
Paris Henderson
# Paris Henderson ## Family The brothers of Paris Henderson are Byron Henderson, Leroy Henderson. The mother of Paris Henderson is Shizuko Henderson. The father of Paris Henderson is Lucio Henderson. The son of Paris Henderson is Marcus Henderson. The wife of Paris Henderson is Marya Henderson. ## Friends The friends...
61
Shizuko Henderson
# Shizuko Henderson ## Family The mother of Shizuko Henderson is Antonia Johnson. The father of Shizuko Henderson is Don Johnson. The sons of Shizuko Henderson are Byron Henderson, Leroy Henderson, Paris Henderson. The husband of Shizuko Henderson is Lucio Henderson. ## Friends The friends of Shizuko Henderson are Si...
62
Alberto Jarrett
# Alberto Jarrett ## Family The sons of Alberto Jarrett are Doug Jarrett, Edwin Jarrett. The daughters of Alberto Jarrett are Blair Jarrett, Gemma Jarrett. The wife of Alberto Jarrett is Belia Jarrett. ## Friends The friends of Alberto Jarrett are Melina Switzer, Myles Valenzuela. ## Attributes The date of birth of ...
63
Autumn Jarrett
# Autumn Jarrett ## Family The daughter of Autumn Jarrett is Brittaney Jarrett. The husband of Autumn Jarrett is Edwin Jarrett. ## Friends The friends of Autumn Jarrett are Rogelio Bowyer, Ashleigh Hutchinson. ## Attributes The date of birth of Autumn Jarrett is 0469-06-04. The occupation of Autumn Jarrett is clinic...
64
Belia Jarrett
# Belia Jarrett ## Family The mother of Belia Jarrett is Bettina Howard. The father of Belia Jarrett is Felton Howard. The sons of Belia Jarrett are Doug Jarrett, Edwin Jarrett. The daughters of Belia Jarrett are Blair Jarrett, Gemma Jarrett. The husband of Belia Jarrett is Alberto Jarrett. ## Friends The friends of ...
65
Bettina Howard
# Bettina Howard ## Family The daughter of Bettina Howard is Belia Jarrett. The husband of Bettina Howard is Felton Howard. ## Friends The friends of Bettina Howard are Cornelius Portis, Rogelio Paige, Nelson Harlan, Frederic Tice. ## Attributes The date of birth of Bettina Howard is 0414-05-23. The occupation of Be...
66
Blair Jarrett
# Blair Jarrett ## Family The sister of Blair Jarrett is Gemma Jarrett. The brothers of Blair Jarrett are Doug Jarrett, Edwin Jarrett. The mother of Blair Jarrett is Belia Jarrett. The father of Blair Jarrett is Alberto Jarrett. ## Friends The friend of Blair Jarrett is Micheal Mach. ## Attributes The date of birth ...
67
Brittaney Jarrett
# Brittaney Jarrett ## Family The mother of Brittaney Jarrett is Autumn Jarrett. The father of Brittaney Jarrett is Edwin Jarrett. ## Friends The friend of Brittaney Jarrett is Jerrold Barnette. ## Attributes The date of birth of Brittaney Jarrett is 0496-01-11. The occupation of Brittaney Jarrett is equality and di...
68
Doug Jarrett
# Doug Jarrett ## Family The sisters of Doug Jarrett are Blair Jarrett, Gemma Jarrett. The brother of Doug Jarrett is Edwin Jarrett. The mother of Doug Jarrett is Belia Jarrett. The father of Doug Jarrett is Alberto Jarrett. ## Friends The friends of Doug Jarrett are Avery Estrella, Theodore Lamoureux, Margaret Bojor...
69
Edwin Jarrett
# Edwin Jarrett ## Family The sisters of Edwin Jarrett are Blair Jarrett, Gemma Jarrett. The brother of Edwin Jarrett is Doug Jarrett. The mother of Edwin Jarrett is Belia Jarrett. The father of Edwin Jarrett is Alberto Jarrett. The daughter of Edwin Jarrett is Brittaney Jarrett. The wife of Edwin Jarrett is Autumn Ja...
70
Felton Howard
# Felton Howard ## Family The daughter of Felton Howard is Belia Jarrett. The wife of Felton Howard is Bettina Howard. ## Friends The friends of Felton Howard are Brooke Finger, Dannielle Stahl, Lea Phelps. ## Attributes The date of birth of Felton Howard is 0411-05-18. The occupation of Felton Howard is banker. The...
71
Gemma Jarrett
# Gemma Jarrett ## Family The sister of Gemma Jarrett is Blair Jarrett. The brothers of Gemma Jarrett are Doug Jarrett, Edwin Jarrett. The mother of Gemma Jarrett is Belia Jarrett. The father of Gemma Jarrett is Alberto Jarrett. ## Friends The friends of Gemma Jarrett are Eric Stahl, Albertine Dear, Vernice Mach, The...
72
Avery Estrella
# Avery Estrella ## Family The sister of Avery Estrella is Rheba Estrella. The brother of Avery Estrella is Norbert Estrella. The mother of Avery Estrella is Sha Estrella. The father of Avery Estrella is Milo Estrella. ## Friends The friends of Avery Estrella are Ahmad Culpepper, Doug Jarrett. ## Attributes The date...
73
Darrell Estrella
# Darrell Estrella ## Family The mother of Darrell Estrella is Shaunna Estrella. The father of Darrell Estrella is Florentino Estrella. The sons of Darrell Estrella are Mike Estrella, Milo Estrella. The wife of Darrell Estrella is Effie Estrella. ## Friends The friends of Darrell Estrella are Vito Leroy, Machelle Col...
74
Effie Estrella
# Effie Estrella ## Family The sons of Effie Estrella are Mike Estrella, Milo Estrella. The husband of Effie Estrella is Darrell Estrella. ## Friends The friends of Effie Estrella are Cornelius Portis, Madaline Polley, Sanford Mcintosh. ## Attributes The date of birth of Effie Estrella is 0449-04-10. The occupation ...
75
Florentino Estrella
# Florentino Estrella ## Family The son of Florentino Estrella is Darrell Estrella. The wife of Florentino Estrella is Shaunna Estrella. ## Friends The friends of Florentino Estrella are Greg Hutchinson, Laverna Henriquez. ## Attributes The date of birth of Florentino Estrella is 0430-05-02. The occupation of Floren...
76
Mike Estrella
# Mike Estrella ## Family The brother of Mike Estrella is Milo Estrella. The mother of Mike Estrella is Effie Estrella. The father of Mike Estrella is Darrell Estrella. ## Friends The friends of Mike Estrella are Raphael Erwin, Isidro Fulkerson. ## Attributes The date of birth of Mike Estrella is 0475-03-10. The occ...
77
Milo Estrella
# Milo Estrella ## Family The brother of Milo Estrella is Mike Estrella. The mother of Milo Estrella is Effie Estrella. The father of Milo Estrella is Darrell Estrella. The sons of Milo Estrella are Avery Estrella, Norbert Estrella. The daughter of Milo Estrella is Rheba Estrella. The wife of Milo Estrella is Sha Estr...
78
Norbert Estrella
# Norbert Estrella ## Family The sister of Norbert Estrella is Rheba Estrella. The brother of Norbert Estrella is Avery Estrella. The mother of Norbert Estrella is Sha Estrella. The father of Norbert Estrella is Milo Estrella. ## Friends The friends of Norbert Estrella are Brunilda Lamoureux, Katharine Guthrie. ## A...
79
Rheba Estrella
# Rheba Estrella ## Family The brothers of Rheba Estrella are Avery Estrella, Norbert Estrella. The mother of Rheba Estrella is Sha Estrella. The father of Rheba Estrella is Milo Estrella. ## Friends The friends of Rheba Estrella are Cordelia Reynoso, Shaunte Garza. ## Attributes The date of birth of Rheba Estrella ...
80
Sha Estrella
# Sha Estrella ## Family The sons of Sha Estrella are Avery Estrella, Norbert Estrella. The daughter of Sha Estrella is Rheba Estrella. The husband of Sha Estrella is Milo Estrella. ## Friends The friends of Sha Estrella are Anna Stahl, Annita Brunelle, Gale Matson. ## Attributes The date of birth of Sha Estrella is...
81
Shaunna Estrella
# Shaunna Estrella ## Family The son of Shaunna Estrella is Darrell Estrella. The husband of Shaunna Estrella is Florentino Estrella. ## Friends The friends of Shaunna Estrella are Dana Conrad, Yolanda Leroy, Madaline Neuman, Derick Yocum, Deja Oyler. ## Attributes The date of birth of Shaunna Estrella is 0431-06-06...
82
Barney Poore
# Barney Poore ## Family The brother of Barney Poore is Richie Poore. The mother of Barney Poore is Verona Poore. The father of Barney Poore is Davis Poore. ## Friends The friends of Barney Poore are Augustus Cavender, Jim Spring, Connie Sandy, Robyn Remillard. ## Attributes The date of birth of Barney Poore is 0518...
83
Cordelia Reynoso
# Cordelia Reynoso ## Family The son of Cordelia Reynoso is Shane Reynoso. The husband of Cordelia Reynoso is David Reynoso. ## Friends The friends of Cordelia Reynoso are Vernon Reynoso, Giovanni Rubio, Rheba Estrella. ## Attributes The date of birth of Cordelia Reynoso is 0436-12-23. The occupation of Cordelia Rey...
84
David Reynoso
# David Reynoso ## Family The mother of David Reynoso is Hoa Reynoso. The father of David Reynoso is Tim Reynoso. The son of David Reynoso is Shane Reynoso. The wife of David Reynoso is Cordelia Reynoso. ## Friends The friends of David Reynoso are Ashton Woolsey, Morgan Wyche. ## Attributes The date of birth of Davi...
85
Davis Poore
# Davis Poore ## Family The sons of Davis Poore are Barney Poore, Richie Poore. The wife of Davis Poore is Verona Poore. ## Friends ## Attributes The date of birth of Davis Poore is 0490-10-10. The occupation of Davis Poore is journalist. The hobby of Davis Poore is backgammon. The gender of Davis Poore is male.
86
Hoa Reynoso
# Hoa Reynoso ## Family The son of Hoa Reynoso is David Reynoso. The husband of Hoa Reynoso is Tim Reynoso. ## Friends The friends of Hoa Reynoso are Kerry Penner, Kristie Briley. ## Attributes The date of birth of Hoa Reynoso is 0404-01-13. The occupation of Hoa Reynoso is wellsite geologist. The hobby of Hoa Reyno...
87
Leena Reynoso
# Leena Reynoso ## Family The son of Leena Reynoso is Vernon Reynoso. The daughter of Leena Reynoso is Verona Poore. The husband of Leena Reynoso is Shane Reynoso. ## Friends The friends of Leena Reynoso are Samuel Erwin, Sung Clausen. ## Attributes The date of birth of Leena Reynoso is 0465-03-04. The occupation of...
88
Richie Poore
# Richie Poore ## Family The brother of Richie Poore is Barney Poore. The mother of Richie Poore is Verona Poore. The father of Richie Poore is Davis Poore. ## Friends The friends of Richie Poore are Sheena Griffen, Alexa Bucher, Meghan Gooding. ## Attributes The date of birth of Richie Poore is 0524-01-23. The occu...
89
Shane Reynoso
# Shane Reynoso ## Family The mother of Shane Reynoso is Cordelia Reynoso. The father of Shane Reynoso is David Reynoso. The son of Shane Reynoso is Vernon Reynoso. The daughter of Shane Reynoso is Verona Poore. The wife of Shane Reynoso is Leena Reynoso. ## Friends The friends of Shane Reynoso are Peter Fletcher, Em...
90
Tim Reynoso
# Tim Reynoso ## Family The son of Tim Reynoso is David Reynoso. The wife of Tim Reynoso is Hoa Reynoso. ## Friends The friends of Tim Reynoso are Josh Loera, Princess Dominick, George Ackerman, Karrie Yocum. ## Attributes The date of birth of Tim Reynoso is 0407-09-15. The occupation of Tim Reynoso is colour techno...
91
Vernon Reynoso
# Vernon Reynoso ## Family The sister of Vernon Reynoso is Verona Poore. The mother of Vernon Reynoso is Leena Reynoso. The father of Vernon Reynoso is Shane Reynoso. ## Friends The friends of Vernon Reynoso are Austin Olszewski, Stuart Kruger, Stewart Jefferies, Cordelia Reynoso. ## Attributes The date of birth of ...
92
Verona Poore
# Verona Poore ## Family The brother of Verona Poore is Vernon Reynoso. The mother of Verona Poore is Leena Reynoso. The father of Verona Poore is Shane Reynoso. The sons of Verona Poore are Barney Poore, Richie Poore. The husband of Verona Poore is Davis Poore. ## Friends The friends of Verona Poore are Ashton Wools...
93
Cathy Bergman
# Cathy Bergman ## Family The sister of Cathy Bergman is Reyna Robbins. The mother of Cathy Bergman is Vernie Robbins. The father of Cathy Bergman is Kenneth Robbins. The daughter of Cathy Bergman is Evangelina Bergman. The husband of Cathy Bergman is Israel Bergman. ## Friends The friends of Cathy Bergman are Chaunc...
94
Dewitt Kimber
# Dewitt Kimber ## Family The daughter of Dewitt Kimber is Vernie Robbins. The wife of Dewitt Kimber is Queenie Kimber. ## Friends The friends of Dewitt Kimber are Diane Stamey, Cecil Jefferies. ## Attributes The date of birth of Dewitt Kimber is 0416-06-16. The occupation of Dewitt Kimber is fashion designer. The h...
95
Evangelina Bergman
# Evangelina Bergman ## Family The mother of Evangelina Bergman is Cathy Bergman. The father of Evangelina Bergman is Israel Bergman. ## Friends The friends of Evangelina Bergman are Zelda Herold, Margie Stahl, Corinne Orcutt. ## Attributes The date of birth of Evangelina Bergman is 0497-01-03. The occupation of Eva...
96
Israel Bergman
# Israel Bergman ## Family The daughter of Israel Bergman is Evangelina Bergman. The wife of Israel Bergman is Cathy Bergman. ## Friends The friends of Israel Bergman are Van Lamoureux, Reynaldo Sumpter, Leroy Henderson. ## Attributes The date of birth of Israel Bergman is 0471-05-16. The occupation of Israel Bergma...
97
Kenneth Robbins
# Kenneth Robbins ## Family The mother of Kenneth Robbins is Samantha Robbins. The father of Kenneth Robbins is Konstantin Robbins. The daughters of Kenneth Robbins are Cathy Bergman, Reyna Robbins. The wife of Kenneth Robbins is Vernie Robbins. ## Friends The friends of Kenneth Robbins are Angelica Mccutcheon, Enriq...
98
Konstantin Robbins
# Konstantin Robbins ## Family The son of Konstantin Robbins is Kenneth Robbins. The wife of Konstantin Robbins is Samantha Robbins. ## Friends The friends of Konstantin Robbins are Vernice Mach, Karen Cleary. ## Attributes The date of birth of Konstantin Robbins is 0416-09-21. The occupation of Konstantin Robbins i...
99
Queenie Kimber
# Queenie Kimber ## Family The daughter of Queenie Kimber is Vernie Robbins. The husband of Queenie Kimber is Dewitt Kimber. ## Friends The friends of Queenie Kimber are Ashton Woolsey, Lyndia Galarza, Bradly Hite, Lois Beamon. ## Attributes The date of birth of Queenie Kimber is 0415-11-16. The occupation of Queeni...
End of preview.

PhantomEnvs

Data for PhantomEnvironments: Training LLM Agents in Fictional Worlds. The code that generates the environments, trains agents in them and evaluates the agents is at github.com/kilian-group/phantom-envs.

  • Training environments (pw-train.zip, pwcons-train.zip, pwcomp-train.zip): the three fictional worlds the paper trains search agents in, Hops, Hops+Constraints and Hops+Comparisons. Each is a rule-generated universe of 1,000 people, written out as one article per person (corpus.jsonl, universe/), with about 60K questions whose answers are computed by Prolog (tasks/{train,validation}.jsonl). phantom_env.json records how the environment was generated and its content hash.
  • Evaluation benchmarks (hp500.zip, 2wiki500.zip, msq500.zip, cofca500.zip, synthrm500.zip, synthsm500.zip): the 500-question subsets of HotpotQA, 2WikiMultiHopQA, MuSiQue-Ans, CofCA, SynthWorlds-RM and SynthWorlds-SM that the paper evaluates on, as the raw files the repo's scripts/benchmarks/multihop.py reads.

Each zip unzips into the repo's data/ dir; the repo's reproduce_paper/README.md takes it from there.

hf download kilian-group/phantom-envs --repo-type dataset --include "*.zip" --local-dir data
for z in data/*.zip; do unzip -o $z -d data; done

Citation

@article{kabra2026phantomenvironments,
  title={PhantomEnvironments: Training LLM Agents in Fictional Worlds},
  author={Kabra, Anmol and Selvam, Swathi Saravana and Gong, Albert and Wan, Chao and Belardi, Christian and Go, Dongyoung and Luo, Katie Z and Weinberger, Kilian Q},
  journal={arXiv preprint arXiv:2609.40221},
  year={2026}
}
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