Datasets:

raihan-js
/

MetaQA-CF

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 3 new columns ({'gold_orig', 'gold_swap', 'dsl'}) and 1 missing columns ({'gold'}).

This happened while the json dataset builder was generating data using

hf://datasets/raihan-js/MetaQA-CF/swapped_eval.json (at revision 71a298c9be4dae69eda0e5b09a5a9facde976e7b), ['hf://datasets/raihan-js/MetaQA-CF@71a298c9be4dae69eda0e5b09a5a9facde976e7b/deleted_eval.json', 'hf://datasets/raihan-js/MetaQA-CF@71a298c9be4dae69eda0e5b09a5a9facde976e7b/swapped_eval.json'], ['hf://datasets/raihan-js/MetaQA-CF@71a298c9be4dae69eda0e5b09a5a9facde976e7b/deleted_eval.json', 'hf://datasets/raihan-js/MetaQA-CF@71a298c9be4dae69eda0e5b09a5a9facde976e7b/swapped_eval.json']

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/python3.14/site-packages/datasets/builder.py", line 1848, in _prepare_split_single
                  writer.write_table(table)
                  ~~~~~~~~~~~~~~~~~~^^^^^^^
                File "/usr/local/lib/python3.14/site-packages/datasets/arrow_writer.py", line 765, in write_table
                  self._write_table(pa_table, writer_batch_size=writer_batch_size)
                  ~~~~~~~~~~~~~~~~~^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.14/site-packages/datasets/arrow_writer.py", line 773, in _write_table
                  pa_table = table_cast(pa_table, self._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
              question: string
              gold_orig: list<item: string>
                child 0, item: string
              gold_swap: list<item: string>
                child 0, item: string
              hop: int64
              dsl: string
              to
              {'question': Value('string'), 'gold': List(Value('string')), 'hop': Value('int64')}
              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 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 1850, in _prepare_split_single
                  raise DatasetGenerationCastError.from_cast_error(
                  ...<4 lines>...
                  )
              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 3 new columns ({'gold_orig', 'gold_swap', 'dsl'}) and 1 missing columns ({'gold'}).
              
              This happened while the json dataset builder was generating data using
              
              hf://datasets/raihan-js/MetaQA-CF/swapped_eval.json (at revision 71a298c9be4dae69eda0e5b09a5a9facde976e7b), ['hf://datasets/raihan-js/MetaQA-CF@71a298c9be4dae69eda0e5b09a5a9facde976e7b/deleted_eval.json', 'hf://datasets/raihan-js/MetaQA-CF@71a298c9be4dae69eda0e5b09a5a9facde976e7b/swapped_eval.json'], ['hf://datasets/raihan-js/MetaQA-CF@71a298c9be4dae69eda0e5b09a5a9facde976e7b/deleted_eval.json', 'hf://datasets/raihan-js/MetaQA-CF@71a298c9be4dae69eda0e5b09a5a9facde976e7b/swapped_eval.json']
              
              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.

question string	gold list	hop int64
which topics is [The Train] about	[ "bd-r", "john frankenheimer", "war" ]	1
[Irving Rapper] directed which movies	[ "Another Man's Poison", "Deception", "Marjorie Morningstar", "Now, Voyager", "One Foot in Heaven", "The Adventures of Mark Twain", "The Christine Jorgensen Story", "The Glass Menagerie" ]	1
what terms are applicable to [Cops]	[ "buster keaton", "edward f. cline", "short" ]	1
what does [Mark Dacascos] act in	[ "American Samurai", "DNA", "Double Dragon", "Only the Strong", "Scorcher" ]	1
what films was [Eddie Murphy] a writer on	[ "Another 48 Hrs.", "Beverly Hills Cop II", "Boomerang", "Coming to America", "Harlem Nights", "Norbit", "Vampire in Brooklyn" ]	1
what films can be described by [naomi watts]	[ "21 Grams", "Dream House", "Eastern Promises", "Fair Game", "Funny Games", "I Heart Huckabees", "King Kong", "Mother and Child", "Mulholland Drive", "St. Vincent", "Stay", "The Assassination of Richard Nixon", "The Impossible", "The Painted Veil", "The Ring", "You Will Meet a Tall Dark...	1
who is listed as director of [Sylvie White] written movies	[ "Gregg Champion" ]	2
the actor in [Hud] also appears in which movies	[ "A Face in the Crowd", "A New Kind of Love", "A Woman's Face", "A Woman's Secret", "Absence of Malice", "Advance to the Rear", "Angel", "Annie Oakley", "Being There", "Blaze", "Breakfast at Tiffany's", "Buffalo Bill and the Indians, or Sitting Bull's History Lesson", "Butch Cassidy and the S...	2
the films acted by [Barbara Stanwyck] were directed by who	[ "Alfred E. Green", "Alfred Santell", "Allan Dwan", "Anatole Litvak", "Anthony Mann", "Billy Wilder", "Cecil B. DeMille", "Douglas Sirk", "Fletcher Markle", "Frank Capra", "Fritz Lang", "George Marshall", "George Stevens", "Gerd Oswald", "Howard Bretherton", "Howard Hawks", "John Farr...	2
the screenwriter [Richard Alan Simmons] co-wrote films with who	[ "Margaret Fitts" ]	2
the actor [Amber Heard] acted together with who	[ "Anson Mount", "Ben Hollingsworth", "Cam Gigandet", "Connie Nielsen", "Danielle Panabaker", "Danny Trejo", "David Duchovny", "Demi Moore", "Gary Oldman", "Hailee Steinfeld", "Harrison Ford", "Karl Urban", "Kevin Costner", "Liam Hemsworth", "Mamie Gummer", "Mel Gibson", "Michael Welch...	2
what genres do the films written by [Tab Murphy] fall under	[ "Adventure", "Animation", "Western" ]	2
who starred in the movies written by [John Dos Passos]	[ "Edward Everett Horton", "Lionel Atwill", "Marlene Dietrich" ]	2
the movies starred by [Juliette Lewis] were directed by who	[ "Christopher McQuarrie", "Garry Marshall", "J. Lee Thompson", "Josh Klausner", "Kat Candler", "Kathryn Bigelow", "Lasse Hallström", "Martin Scorsese", "Mike Figgis", "Mira Nair", "Oliver Stone", "Robert Harling", "Susan Seidelman" ]	2
who starred in the films directed by [James Kerwin]	[ "Chase Masterson", "John Newton", "Kipleigh Brown", "Mik Scriba" ]	2
which films share the same actor of [Into the Wild]	[ "A History of Violence", "Alice", "Alpha Dog", "Altered States", "American Gun", "Bad News Bears", "Beautiful Ohio", "Body Heat", "Broadcast News", "Children of a Lesser God", "Dark City", "Desperate Measures", "Do Not Disturb", "Endgame", "Eyewitness", "Fire in the Blood", "Flubber"...	2
the actor [Darryl Hickman] is a co-star of who	[ "Judith Evelyn", "Patricia Cutts", "Vincent Price" ]	2
what were the release years of the movies acted by [Tom Waits]	[ "1986", "2005" ]	2
which person directed the movies written by [Paris Qualles]	[ "Kenny Leon", "Kevin Hooks" ]	2
the actor of [The Last of Sheila] also starred in which films	[ "A High Wind in Jamaica", "American Gun", "Author! Author!", "Bite the Bullet", "Caddyshack II", "Catch-22", "Charade", "Dead Heat on a Merry-Go-Round", "Deadfall", "Diary of a Mad Housewife", "Doctors' Wives", "Firepower", "First Family", "Goldengirl", "Goodbye, Columbus", "Harry in Y...	2
what are the genres of the movies directed by [Abel Gance]	[ "War" ]	2
what were the release dates of [Aly Michalka] acted films	[ "2009", "2011" ]	2
which movies share the same actor of [David and Bathsheba]	[ "Adam Had Four Sons", "Amazing Grace and Chuck", "Arabesque", "Back Street", "Behold a Pale Horse", "Billy Two Hats", "Cape Fear", "Captain Horatio Hornblower R.N.", "Captain Newman, M.D.", "Days of Glory", "Demetrius and the Gladiators", "Designing Woman", "Duel in the Sun", "Gentleman's ...	2
which movies share the same director of [In Her Shoes]	[ "8 Mile", "Chasing Mavericks", "L.A. Confidential", "Losin' It", "Lucky You", "The Bedroom Window", "The Hand That Rocks the Cradle", "The River Wild", "Too Big to Fail", "Wonder Boys" ]	2
the actor [Guy Pearce] acted together with who	[ "Alan Young", "Amy Ryan", "Bailee Madison", "Daniel Ivernel", "David Arquette", "Don Cheadle", "Elissa Landi", "Felicity Jones", "Gwyneth Paltrow", "Helena Bonham Carter", "Hugo Weaving", "January Jones", "Jason Clarke", "Jean Marais", "Jim Caviezel", "Joe Pantoliano", "Joseph Gilgun...	2
the actor in [Butch Cassidy and the Sundance Kid] also appears in which movies	[ "A New Kind of Love", "A Walk in the Woods", "Absence of Malice", "All Is Lost", "All the President's Men", "An Unfinished Life", "Barefoot in the Park", "Blaze", "Brubaker", "Buffalo Bill and the Indians, or Sitting Bull's History Lesson", "Cars", "Cat on a Hot Tin Roof", "Cool Hand Luke", ...	2
the director of [The River Wild] is also the director of which movies	[ "8 Mile", "Chasing Mavericks", "In Her Shoes", "L.A. Confidential", "Losin' It", "Lucky You", "The Bedroom Window", "The Hand That Rocks the Cradle", "Too Big to Fail", "Wonder Boys" ]	2
who starred in the films written by [Margaret Fitts]	[ "Clark Gable", "Eleanor Parker" ]	2
the actor [Morey Amsterdam] co-starred with who	[ "Jack Cassidy", "Jim Backus" ]	2
when did the movies acted by [Susan Taslimi] release	[ "1989" ]	2
the actor in [The Sea Wolves] also appears in which films	[ "55 Days at Peking", "A View to a Kill", "Amazing Grace and Chuck", "Arabesque", "Bachelor Mother", "Bedtime Story", "Behold a Pale Horse", "Billy Two Hats", "Bonjour Tristesse", "Candleshoe", "Cape Fear", "Captain Horatio Hornblower R.N.", "Captain Newman, M.D.", "Casino Royale", "David...	2
which films have the same actor of [The Mountain Men]	[ "5 Against the House", "55 Days at Peking", "Airport 1975", "Arrowhead", "Ben-Hur", "Dark City", "Earthquake", "El Cid", "Gray Lady Down", "Hooper", "Khartoum", "Major Dundee", "Meteor", "Midway", "Mother Lode", "Nevada Smith", "Nightfall", "Planet of the Apes", "Ruby Gentry", ...	2
what are the movies that have the same actor of [Copycat]	[ "A Life Less Ordinary", "A Map of the World", "Alien", "Aliens", "Always", "Avatar", "Broadcast News", "Crash", "Crazy on the Outside", "Dave", "Deal of the Century", "Death and the Maiden", "Eyewitness", "Galaxy Quest", "Georgia Rule", "Ghostbusters", "Goodbye Lover", "Gorillas in...	2
which films share the same actor of [The Strange Door]	[ "Abbott and Costello Meet Captain Kidd", "Abbott and Costello Meet Dr. Jekyll and Mr. Hyde", "Abbott and Costello Meet the Killer, Boris Karloff", "Arch of Triumph", "Bedlam", "Black Friday", "Black Sabbath", "British Intelligence", "Captain Kidd", "Charlie Chan at the Opera", "Doomed to Die", ...	2
the films directed by the director of [Hombre] starred who	[ "Alex Cord", "Anthony Franciosa", "Barbra Streisand", "Beau Bridges", "Brian Kerwin", "Carol Burnett", "Cicely Tyson", "Claire Bloom", "Corey Haim", "Herschel Bernardi", "Irene Papas", "James Earl Jones", "James Garner", "Jane Alexander", "Joanne Woodward", "John Cassavetes", "Jon Vo...	3
who are the writers that the actors in their films also appear in the film [The Drowning Pool]	[ "Alfred Hayes", "Alvin Sargent", "Arnold Schulman", "Arthur Kopit", "Barry Reed", "Beth Henley", "Blaze Starr", "Bonnie Hunt", "Brian Moore", "Carl Foreman", "Cornelia Baird Gross", "David Mamet", "David S. Ward", "Donn Pearce", "E. Max Frye", "Edith R. Sommer", "Elliott Baker", "E...	3
who are the directors that the actors in their movies also appear in the movie [We're Back! A Dinosaur's Story]	[ "Ben Affleck", "Brian Levant", "Bryan Gordon", "Dan Scanlon", "Danny DeVito", "David Byrne", "David Caesar", "David Kendall", "David Silverman", "Elia Kazan", "Ethan Coen", "Frank Marshall", "George Cukor", "Glenn Jordan", "Gregory Hoblit", "Harold Becker", "Jim McBride", "Joe Dant...	3
when did the movies starred by [Joyful Noise] actors release	[ "1950", "1982", "1984", "1986", "1992", "1996", "1998", "2003", "2004", "2005", "2006", "2007", "2008", "2010" ]	3
who directed films that share actors with the film [The Invisible Circus]	[ "A.J. Kparr", "Alex Cox", "Andrew Adamson", "Cameron Crowe", "Conrad Vernon", "Curtis Hanson", "Danny Boyle", "Don Roos", "Gary Trousdale", "Jake Kasdan", "James Mangold", "Jim Wilson", "John Ireland", "Justin Lin", "Kelly Asbury", "McG", "Michel Gondry", "Mira Nair", "Nancy Meye...	3
when did the movies release whose directors also directed [Flirtation Walk]	[ "1927", "1929", "1931", "1932", "1933", "1936", "1937", "1938", "1940", "1943", "1945", "1948", "1957", "1987" ]	3
the movies directed by the director of [Madam Satan] starred who	[ "Akim Tamiroff", "Angela Lansbury", "Anne Baxter", "Barbara Stanwyck", "Betty Hutton", "Boris Karloff", "Charles Bickford", "Charles Boyer", "Charles Laughton", "Charlton Heston", "Claire Bloom", "Claudette Colbert", "Conrad Nagel", "Cornel Wilde", "Dennis O'Keefe", "Dorothy Lamour", ...	3
who is listed as director of the films starred by [The Fatal Hour] actors	[ "Cecil B. DeMille", "Charles Brabin", "Charles Lamont", "Douglas Sirk", "Edgar G. Ulmer", "Edward Dmytryk", "Erle C. Kenton", "J. Searle Dawley", "Jacques Tourneur", "James McTeigue", "James Whale", "Jesper Ganslandt", "John Ford", "Joseph Pevney", "Karl Freund", "Lew Landers", "Mari...	3
when did the films release whose directors also directed [The Mating Season]	[ "1932", "1937", "1938", "1939", "1940", "1941", "1943", "1944", "1945", "1946", "1947", "1950", "1998" ]	3
who wrote movies that share directors with the movie [Pursued]	[ "Alan Le May", "Ben Roberts", "Carl Harbaugh", "Donald Ogden Stewart", "Edmund H. North", "Eric Ambler", "Frank S. Nugent", "Heck Allen", "Ivan Goff", "James J. Corbett", "Jerry Wald", "John Huston", "John Twist", "John Wesley Hardin", "Leon Uris", "Margaret Fitts", "Maritta M. Wolff...	3
which person wrote the films acted by the actors in [BloodRayne]	[ "Amanda Brown", "Andre Fabrizio", "Carol Sobieski", "Chiho Katsura", "Darren Aronofsky", "David Twohy", "Jeremy Passmore", "Jim Thompson", "John Dahl", "Joseph D. Pistone", "Karen McCullah", "Kirsten Smith", "Lucas Sussman", "Mark Bowden", "Olivier Assayas", "Paul Attanasio", "Peter ...	3
what genres do the movies that share actors with [Little Fauss and Big Halsy] fall under	[ "Action", "Adventure", "Comedy", "Crime", "Drama", "Horror", "Mystery", "Sport", "Thriller", "War", "Western" ]	3
which person wrote the movies starred by the actors in [To Kill a Mockingbird]	[ "Alan Sharp", "Alistair MacLean", "Alma Reville", "Alvin Sargent", "André De Toth", "Angus MacPhail", "Aída Bortnik", "Ben Hecht", "Carl Foreman", "Carlos Fuentes", "Casey Robinson", "Dalton Trumbo", "David O. Selznick", "David Seltzer", "Donald Hamilton", "Emeric Pressburger", "Fran...	3
who wrote films that share actors with the film [Planet of the Apes]	[ "Adam McKay", "Al Hine", "Alec Sulkin", "Alessandro Baricco", "Alex Proyas", "Alice Sebold", "Arnold Schulman", "Axel Scheffler", "Beau Thorne", "Ben Barzman", "Bernard Gordon", "Bram Stoker", "Brian Garfield", "Brian Tucker", "Bruce Lee", "Carl Stephenson", "Charles Marquis Warren",...	3
who are the directors of the movies written by the writer of [One False Move]	[ "Billy Bob Thornton", "George Hickenlooper", "Richard Pearce", "Sam Raimi" ]	3
the films that share actors with the film [Casino Royale] are written by who	[ "Alan Hackney", "Alan Simpson", "Alistair MacLean", "Anthony Hope", "Arthur Laurents", "Baillie Walsh", "Basilio Franchina", "Ben Barzman", "Bernard Gordon", "Blake Edwards", "Burt Cole", "C. Graham Baker", "Carl Foreman", "Cesare Zavattini", "Charles L. Clifford", "Chris Weitz", "Da...	3
the films that share directors with the film [School of Rock] were released in which years	[ "1988", "1991", "1993", "1995", "1996", "2001", "2004", "2005", "2006", "2008", "2011", "2013", "2014" ]	3
what were the release years of the films that share actors with the film [The Cowboy Way]	[ "1939", "1948", "1950", "1973", "1977", "1987", "1988", "1989", "1990", "1991", "1992", "1993", "1994", "1995", "1996", "1997", "1998", "1999", "2000", "2001", "2002", "2003", "2004", "2005", "2006", "2008", "2009", "2010", "2011", "2012", "2013" ]	3
what were the release dates of films starred by actors in [Salaam Namaste]	[ "1998", "2001", "2003", "2004", "2005", "2006", "2008", "2012" ]	3
who are the screenwriters that the actors in their movies also appear in the movie [Speed]	[ "Alfonso Cuarón", "Alice Hoffman", "Angelo Pizzo", "Ann Lembeck", "Ann Louise Bardach", "Ben Gluck", "Bernardo Bertolucci", "Billy Bob Thornton", "Callie Khouri", "Caryn Lucas", "Cesare Zavattini", "Curtis Harrington", "Daniel G. Sullivan", "David Auburn", "David Cronenberg", "David Lo...	3
which person wrote the movies directed by the director of [Harry Potter and the Goblet of Fire]	[ "Beryl Bainbridge", "Bram Stoker", "Cecil McGivern", "Charles Dickens", "David Lean", "David Nicholls", "Elizabeth von Arnim", "Gabriel García Márquez", "Jim Sheridan", "Joseph D. Pistone", "Kay Walsh", "Lawrence Konner", "Mark Rosenthal", "Nick Murphy", "Paul Attanasio", "Richard Curt...	3
who are the writers that the actors in their films also appear in the film [L.A. Story]	[ "Adam Rex", "Albert Hackett", "Andy Breckman", "Babaloo Mandel", "Blake Edwards", "Bruce Jay Friedman", "Carl Gottlieb", "Carl Reiner", "Dale Launer", "David Atkins", "David Mamet", "Dennis Potter", "Ed. Weinberger", "Edmond Rostand", "Edward Streeter", "Edwin Davis", "Ernestine Gilb...	3
the films that share actors with the film [Loosies] are written by who	[ "Andre Fabrizio", "Carol Sobieski", "Chiho Katsura", "Claire Denis", "Francis Ford Coppola", "Jeremy Passmore", "Jerzy Skolimowski", "Jim Thompson", "John Dahl", "John Eugene Cay Jr.", "Joseph D. Pistone", "Mark Bowden", "Olivier Assayas", "Paul Attanasio", "Quentin Tarantino", "Ramón ...	3
the films that share actors with the film [Gorky Park] are directed by who	[ "Alan J. Pakula", "Aleksandr Gordon", "Alex Proyas", "Andrei Tarkovsky", "Arthur Hiller", "Brad Bird", "Bruce A. Evans", "Budd Boetticher", "Carl Franklin", "Carroll Ballard", "Chad Lowe", "Dan Curtis", "David Cronenberg", "Dick Maas", "Don Siegel", "Dylan Mohan Gray", "Edward Dmytry...	3
the films directed by the director of [The Flight of the Phoenix] starred who	[ "Anita Ekberg", "Ben Johnson", "Bette Davis", "Bruce Davison", "Burt Lancaster", "Burt Reynolds", "Catherine Deneuve", "Cesar Romero", "Charles Bronson", "Cliff Robertson", "Dean Martin", "Denise Darcel", "Dorothy Malone", "Eddie Albert", "Ernest Borgnine", "Frank Sinatra", "Gary Coo...	3
who are the screenwriters that the actors in their movies also appear in the movie [They Gave Him a Gun]	[ "Abby Mann", "Achmed Abdullah", "Albert Hackett", "Allan Scott", "Anita Loos", "Anna Seghers", "Anthony Veiller", "Bartlett Cormack", "Billy Wilder", "Brown Holmes", "Carey Wilson", "Caroline Francke", "Chandler Sprague", "Charles Shyer", "Clara Beranger", "Conrad Richter", "Dalton T...	3
the movies directed by the director of [Wonder Man] starred who	[ "Cesar Romero", "Charles Laughton", "Dana Andrews", "David Niven", "Eleanor Parker", "Gary Cooper", "George Raft", "Jeanne Crain", "John Payne", "Maureen O'Hara", "Nancy Kelly", "Randolph Scott", "Sidney Toler", "Victor Sen Yung" ]	3
who is listed as director of the films starred by [Sunrise at Campobello] actors	[ "Bob Rafelson", "Charles Barton", "Charles David", "Frank Capra", "Fred Zinnemann", "Garry Marshall", "Gene Kelly", "George Waggner", "Graham Baker", "Herbert Ross", "Howard Hawks", "John Huston", "Joseph L. Mankiewicz", "Jules Dassin", "King Vidor", "Leos Carax", "Lloyd Bacon", "M...	3
who are the directors that the actors in their movies also appear in the movie [Candleshoe]	[ "Adrian Lyne", "Alan Parker", "Anatole Litvak", "Andy Tennant", "Blake Edwards", "Carol Reed", "Charles Vidor", "Charles Walters", "Clarence Brown", "David Fincher", "Delbert Mann", "Delphine Gleize", "Dennis Hopper", "Don Bluth", "Edgar Selwyn", "Edmund Goulding", "Frank Borzage", ...	3
what were the release dates of films directed by the director of [Leap of Faith]	[ "1984", "1990", "1996" ]	3
the movies that share actors with the movie [Some Kind of Hero] were released in which years	[ "1970", "1972", "1973", "1974", "1975", "1976", "1977", "1978", "1980", "1981", "1982", "1983", "1985", "1986", "1987", "1988", "1989", "1991", "2006" ]	3
who is listed as screenwriter of the films starred by [Hoosiers] actors	[ "Andrew Bovell", "Ann Louise Bardach", "Barry Levinson", "Ben Gluck", "Bob Clark", "Chris Gerolmo", "Curtis Harrington", "Dan Gordon", "David Baldacci", "David Loughery", "David Lynch", "David Mamet", "David Marconi", "David Newman", "David Webb Peoples", "Dean Stockwell", "Dennis Ho...	3
the movies that share directors with the movie [The Far Horizons] are written by who	[ "Charles Edward Pogue", "Clarence Greene", "Donald Hamilton", "Edwin Balmer", "Martin Dibner", "Philip Wylie", "Russell Rouse" ]	3
when did the movies release whose actors also appear in the movie [Five Graves to Cairo]	[ "1923", "1933", "1935", "1936", "1937", "1938", "1942", "1943", "1945", "1946", "1947", "1948", "1950", "1953", "1956", "1958", "1962", "1980", "1984", "1994", "2014" ]	3
the movies that share actors with the movie [Futureworld] are written by who	[ "Alan Sharp", "Barbara Branden", "Bill L. Norton", "C. Gardner Sullivan", "Daniel Chuba", "David C. Wilson", "Dennis Hopper", "Edwin Justus Mayer", "Ernest Lehman", "Fyodor Dostoevsky", "Greg Glienna", "Guy Bolton", "Harold Lamb", "Howard Korder", "Jack Nicholson", "Jeanie Macpherson",...	3
which person directed the films acted by the actors in [Les Mistons]	[ "Eric Lartigau", "Glenn Gaylord", "Gérard Blain" ]	3
who starred in the films whose directors also directed [Pollyanna]	[ "Brian Keith", "Dennis Quaid", "Dorothy Provine", "Hayley Mills", "Jack Lemmon", "Lindsay Lohan", "Maureen O'Hara", "Michele Lee", "Natasha Richardson", "Robert Morse", "Romy Schneider", "Rudy Vallee" ]	3
what were the release years of the movies that share actors with the movie [The Adventures of Tartu]	[ "1934", "1935", "1939", "1948", "1954", "1958", "1959", "1969", "1999", "2002", "2008" ]	3
what are the languages spoken in the movies starred by [Laws of Attraction] actors	[ "English", "French", "German", "Irish", "Korean", "Spanish" ]	3
the movies that share actors with the movie [Kill Me Again] are written by who	[ "Andre Fabrizio", "Bob Dolman", "Carol Sobieski", "Chiho Katsura", "George Lucas", "Heywood Gould", "Jeremy Passmore", "Jim Thompson", "Joseph D. Pistone", "Mark Bowden", "Olivier Assayas", "Paul Attanasio", "Peter Facinelli", "Quentin Tarantino", "Ramón Menéndez", "Richard Neely", "...	3
which person directed the films acted by the actors in [Seven Pounds]	[ "Adrian Lyne", "Aleksi Mäkelä", "Alex Proyas", "Andy Tennant", "Atom Egoyan", "Barry Sonnenfeld", "Brad Anderson", "Brett Ratner", "Chris Rock", "Craig Bolotin", "Danny Boyle", "David Barrett", "Deborah Kaplan", "Ethan Hawke", "Francis Lawrence", "Gabriele Muccino", "Gavin Grazer", ...	3
who wrote films that share actors with the film [Warlock]	[ "Abby Mann", "Abem Finkel", "Abraham Polonsky", "Alan Rudolph", "Alf Sjöberg", "Alistair MacLean", "Arch Oboler", "Arnold Schulman", "Ben Barzman", "Ben Hecht", "Ben Maddow", "Ben Roberts", "Bernardo Bertolucci", "Borden Chase", "Bruce Robinson", "Carl Foreman", "Cesare Zavattini", ...	3
what are the genres of the films whose actors also appear in [The Innocents]	[ "Action", "Adventure", "Comedy", "Crime", "Documentary", "Drama", "Horror", "Mystery", "Thriller", "War" ]	3
what are the genres of the movies whose actors also appear in [Moving]	[ "Biography", "Comedy", "Crime", "Drama" ]	3
who are the actors in the movies directed by the director of [Blue Sky]	[ "Alan Bates", "Anjanette Comer", "Anthony Hopkins", "Beau Bridges", "Claire Bloom", "David Tennant", "Diana Ross", "Diane Venora", "Edith Evans", "Errol Flynn", "Ethan Hawke", "Glenn Close", "Harvey Keitel", "Heath Ledger", "Jack Nicholson", "Jeanne Moreau", "Jodie Foster", "Jonath...	3
what are the languages spoken in the movies whose actors also appear in [Nomads]	[ "English", "French", "German", "Irish", "Korean", "Spanish" ]	3
which person directed the movies starred by the actors in [Reap the Wild Wind]	[ "Albert S. Rogell", "Alexander Korda", "Alfred Hitchcock", "Allan Dwan", "Andrew V. McLaglen", "Arnold Laven", "Arthur Hiller", "Arthur Lubin", "Billy Wilder", "Burt Kennedy", "Cecil B. DeMille", "Dick Powell", "Don Siegel", "Douglas Hickox", "Edward Dmytryk", "Edward Ludwig", "Edwin...	3
the movies that share actors with the movie [Bad Moon] are written by who	[ "Bob Fosse", "Danny Lerner", "Delondra Williams", "Eric Red", "Greg Carter", "Hank Ketcham", "Jeremy Leven", "Jerry O'Connell", "Jessica Bendinger", "John Hughes", "John Katzenbach", "Kate Kondell", "Keith Allan", "Larry Gross", "Leon Piedmont", "Marshall Brickman", "Robert Towne", ...	3
the movies that share actors with the movie [Rain Man] are directed by who	[ "Alan J. Pakula", "Alex Segal", "Arthur Penn", "Barry Levinson", "Bob Fosse", "Bryan Singer", "Cameron Crowe", "Christopher McQuarrie", "Curtis Hanson", "David O. Russell", "Doug Liman", "Dustin Hoffman", "Edward Zwick", "Elaine May", "Emanuele Crialese", "Franklin J. Schaffner", "Ga...	3
what were the release years of the movies that share screenwriters with the movie [In the Electric Mist]	[ "1996" ]	3
when did the films directed by the [No Time for Love] director release	[ "1932", "1937", "1938", "1939", "1940", "1941", "1944", "1945", "1946", "1947", "1950", "1951", "1998" ]	3
who are the actors in the films written by the screenwriter of [The Running Man]	[ "Adrienne Barbeau", "Alan King", "Alexandra Paul", "Amy Irving", "Amy Madigan", "Andre Braugher", "Anthony Hopkins", "Bonnie Bedelia", "Bonnie Hunt", "Brad Renfro", "Brooke Adams", "Chloë Grace Moretz", "Christian Slater", "Christopher Walken", "Corey Haim", "Dale Midkiff", "Damian L...	3
who directed movies that share actors with the movie [Now and Then]	[ "Adam Larson Broder", "Adrian Lyne", "Anthony Abrams", "Antonio Banderas", "Benjamin Ross", "Bob Spiers", "Brian De Palma", "Brian Gilbert", "Brian Levant", "Craig Brewer", "David Seltzer", "Declan Donnellan", "Diablo Cody", "Don Roos", "Eric Mandelbaum", "Erik Skjoldbjærg", "Fernand...	3
who directed films that share actors with the film [The Miracle Woman]	[ "Alfred E. Green", "Alfred Santell", "Allan Dwan", "Anatole Litvak", "Anthony Mann", "Billy Wilder", "Cecil B. DeMille", "Douglas Sirk", "Edwin L. Marin", "Fletcher Markle", "Frank Capra", "Fritz Lang", "George Marshall", "George Stevens", "Gerd Oswald", "Howard Bretherton", "Howard ...	3
which person directed the films acted by the actors in [Shy People]	[ "Alan J. Pakula", "Arthur Hiller", "Barry Levinson", "Bud Yorkin", "Charlie Peters", "Christopher Munch", "Daryl Duke", "David Anspaugh", "Frank Perry", "Garry Marshall", "Gus Trikonis", "James Ivory", "Jane Campion", "Ken Finkleman", "Mary Harron", "Matthew Leutwyler", "Michael Ritc...	3
who are the screenwriters that the directors of their movies also directed [The Last Command]	[ "Aki Kaurismäki", "Benno Vigny", "Carl Zuckmayer", "Fyodor Dostoevsky", "Harry Hervey", "Heinrich Mann", "John Colton", "John Dos Passos", "John Monk Saunders", "Josef von Sternberg", "Joseph Anthony", "Jules Furthman", "Karl Vollmöller", "Len Wiseman", "Manuel Komroff", "Menahem Golan...	3
who is listed as screenwriter of the films starred by [Emperor] actors	[ "Al Stump", "Arlene Sarner", "Barry L. Levy", "Billy Ray", "Charles Webb", "Cormac McCarthy", "Ethan Coen", "Garrison Keillor", "George Vecsey", "Glendon Swarthout", "Graham Greene", "Guillermo Arriaga", "Heywood Gould", "James Lee Burke", "James Patterson", "Jamie Linden", "Jerome A...	3
who are the actors in the films directed by the director of [The Lonely Passion of Judith Hearne]	[ "Alan Ladd", "Anne Bancroft", "Betty Field", "Bruce Dern", "Deborah Kerr", "Diane Ladd", "Donald Wolfit", "Heather Sears", "Jason Robards", "Jonathan Pryce", "Karen Black", "Laurence Harvey", "Macdonald Carey", "Megs Jenkins", "Mia Farrow", "Michael Redgrave", "Peter Finch", "Rober...	3
who are the actors in the films written by the screenwriter of [Empire of the Ants]	[ "Alan Young", "Alex Pettyfer", "Alex Riddell", "April Pearson", "Barbara Carrera", "Burt Lancaster", "Calvin Dean", "Charles Herbert", "David Thewlis", "Dimitri Leonidas", "Fairuza Balk", "Guy Pearce", "John Hoyt", "Jon Cypher", "Marjoe Gortner", "Mark Addy", "Mark Gatiss", "Marlon...	3
who are the actors in the films directed by the director of [An American Tail]	[ "Arthur Malet", "Bill Pullman", "Burt Reynolds", "Charles Nelson Reilly", "Christopher Lloyd", "Cloris Leachman", "Derek Jacobi", "Dom DeLuise", "Elizabeth Hartman", "Hank Azaria", "Helen Hayes", "Ingrid Bergman", "John Cusack", "John Leguizamo", "Jonathan Pryce", "Judith Barsi", "Ke...	3
who wrote movies that share actors with the movie [The Insider]	[ "Aaron Kim Johnston", "Akiva Goldsman", "Alain Boublil", "Anders Bodelsen", "Andrew Anastasios", "Andrew Knight", "Ari Handel", "Armitage Trail", "Atom Egoyan", "Augusto Caminito", "Billy Ray", "Bo Goldman", "Boris Pasternak", "Brian Helgeland", "Brian Tucker", "Budd Schulberg", "Cec...	3
who is listed as director of the films starred by [Khartoum] actors	[ "Alan Crosland", "Alex Proyas", "Alexander Korda", "Alfred Hitchcock", "Anthony Mann", "Boris Sagal", "Brian De Palma", "Byron Haskin", "Carol Reed", "Cecil B. DeMille", "Charles Marquis Warren", "Charlton Heston", "Franklin J. Schaffner", "Fraser Clarke Heston", "George Roy Hill", "Gu...	3
who wrote films that share actors with the film [Night of the Running Man]	[ "Bret Easton Ellis", "Edward Rugoff", "Joel Schumacher", "Michael Gottlieb", "Robert Klane" ]	3
what were the release dates of films directed by the director of [A Warm December]	[ "1972", "1974", "1975", "1977", "1980", "1982", "1990" ]	3
who are the screenwriters that the actors in their movies also appear in the movie [Mean Girls]	[ "Alain Corneau", "Aline Brosh McKenna", "Billy Ray", "Bret Easton Ellis", "Brian De Palma", "Charles Shyer", "David Swift", "Dyan Sheldon", "Erich Kästner", "Gail Parent", "Howard J. Green", "I. Marlene King", "James Bobin", "Jean Hanff Korelitz", "Jerry Lewis", "Lara Shapiro", "Mary...	3
what movies are about [leonardo dicaprio]	null	1

End of preview.

MetaQA-CF: Counterfactual Conditions for MetaQA

Three edited-graph test conditions over the MetaQA movie KB (seed 123), built for GraphProof-QA.

Conditions

Condition	Size	Correct behavior
Swapped (500 triple pairs)	436 affected questions (`swapped_eval.json`)	Follow the edit: new answers
Renamed (200 novel entities)	531 questions (`renamed_eval.txt`)	Ground new names via execution
Deleted (300 triples)	99 disconnected questions (`deleted_eval.json`)	Abstain ("not in graph")

Files

kb_swapped.txt, kb_deleted.txt, kb_renamed.txt — edited KBs (pipe-separated triples, same format as MetaQA kb.txt)
swaps.json — the 500 swapped pairs (original triples)
renames.json — old→novel name map + question count
deleted.json — the 300 removed triples
qa_test_renamed.txt — all test questions with new names (no answers)
renamed_eval.txt — 531 renamed questions with remapped gold answers (question\tanswers)
swapped_eval.json — 436 questions with original + post-edit gold answers
deleted_eval.json — 99 questions whose answers are unreachable post-deletion
manifest.json — seed + counts

Honesty notes

Executor-follows-edit is true by construction (demonstration, not discovery).
The renamed-entity gap (compile-then-execute 81.4% vs direct-answer 5.8%) and the abstention numbers are the real results.
Base KB: MetaQA official kb.txt (134,741 triples, CC Public License).

Citation

@software{graphproof2026,
  author = {Raihan Sikder},
  title = {GraphProof-QA: executable graph queries with proof traces},
  year = {2026},
  url = {https://github.com/raihan-js/graphproof-qa}
}

Downloads last month: 50

Total file size:

18.6 MB