Replace, Don't Expand: Mitigating Context Dilution in Multi-Hop RAG via Fixed-Budget Evidence Assembly
Paper • 2512.10787 • Published
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The dataset generation failed because of a cast error
Error code: DatasetGenerationCastError
Exception: DatasetGenerationCastError
Message: An error occurred while generating the dataset
All the data files must have the same columns, but at some point there are 1 new columns ({'level'}) and 1 missing columns ({'evidences'}).
This happened while the csv dataset builder was generating data using
hf://datasets/mlahmy/seal-rag-evaluation-data/hotpotqa_1000_v1.csv (at revision 0ab5b8bf24ccabb8674c2d72f2df3bb831291a67), [/tmp/hf-datasets-cache/medium/datasets/85746204964552-config-parquet-and-info-mlahmy-seal-rag-evaluatio-23e38cb5/hub/datasets--mlahmy--seal-rag-evaluation-data/snapshots/0ab5b8bf24ccabb8674c2d72f2df3bb831291a67/2WikiMultihopQA_200_v1.csv (origin=hf://datasets/mlahmy/seal-rag-evaluation-data@0ab5b8bf24ccabb8674c2d72f2df3bb831291a67/2WikiMultihopQA_200_v1.csv), /tmp/hf-datasets-cache/medium/datasets/85746204964552-config-parquet-and-info-mlahmy-seal-rag-evaluatio-23e38cb5/hub/datasets--mlahmy--seal-rag-evaluation-data/snapshots/0ab5b8bf24ccabb8674c2d72f2df3bb831291a67/hotpotqa_1000_v1.csv (origin=hf://datasets/mlahmy/seal-rag-evaluation-data@0ab5b8bf24ccabb8674c2d72f2df3bb831291a67/hotpotqa_1000_v1.csv)]
Please either edit the data files to have matching columns, or separate them into different configurations (see docs at https://hf.co/docs/hub/datasets-manual-configuration#multiple-configurations)
Traceback: Traceback (most recent call last):
File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 1887, in _prepare_split_single
writer.write_table(table)
File "/usr/local/lib/python3.12/site-packages/datasets/arrow_writer.py", line 675, in write_table
pa_table = table_cast(pa_table, self._schema)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.12/site-packages/datasets/table.py", line 2272, in table_cast
return cast_table_to_schema(table, schema)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.12/site-packages/datasets/table.py", line 2218, in cast_table_to_schema
raise CastError(
datasets.table.CastError: Couldn't cast
Unnamed: 0: int64
id: string
question: string
answer: string
type: string
level: string
supporting_facts: string
context: string
-- schema metadata --
pandas: '{"index_columns": [{"kind": "range", "name": null, "start": 0, "' + 1175
to
{'Unnamed: 0': Value('int64'), 'id': Value('string'), 'question': Value('string'), 'answer': Value('string'), 'type': Value('string'), 'evidences': Value('string'), 'supporting_facts': Value('string'), 'context': Value('string')}
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 1347, in compute_config_parquet_and_info_response
parquet_operations = convert_to_parquet(builder)
^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 980, in convert_to_parquet
builder.download_and_prepare(
File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 884, in download_and_prepare
self._download_and_prepare(
File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 947, in _download_and_prepare
self._prepare_split(split_generator, **prepare_split_kwargs)
File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 1736, in _prepare_split
for job_id, done, content in self._prepare_split_single(
^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 1889, in _prepare_split_single
raise DatasetGenerationCastError.from_cast_error(
datasets.exceptions.DatasetGenerationCastError: An error occurred while generating the dataset
All the data files must have the same columns, but at some point there are 1 new columns ({'level'}) and 1 missing columns ({'evidences'}).
This happened while the csv dataset builder was generating data using
hf://datasets/mlahmy/seal-rag-evaluation-data/hotpotqa_1000_v1.csv (at revision 0ab5b8bf24ccabb8674c2d72f2df3bb831291a67), [/tmp/hf-datasets-cache/medium/datasets/85746204964552-config-parquet-and-info-mlahmy-seal-rag-evaluatio-23e38cb5/hub/datasets--mlahmy--seal-rag-evaluation-data/snapshots/0ab5b8bf24ccabb8674c2d72f2df3bb831291a67/2WikiMultihopQA_200_v1.csv (origin=hf://datasets/mlahmy/seal-rag-evaluation-data@0ab5b8bf24ccabb8674c2d72f2df3bb831291a67/2WikiMultihopQA_200_v1.csv), /tmp/hf-datasets-cache/medium/datasets/85746204964552-config-parquet-and-info-mlahmy-seal-rag-evaluatio-23e38cb5/hub/datasets--mlahmy--seal-rag-evaluation-data/snapshots/0ab5b8bf24ccabb8674c2d72f2df3bb831291a67/hotpotqa_1000_v1.csv (origin=hf://datasets/mlahmy/seal-rag-evaluation-data@0ab5b8bf24ccabb8674c2d72f2df3bb831291a67/hotpotqa_1000_v1.csv)]
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.
Unnamed: 0 int64 | id string | question string | answer string | type string | evidences string | supporting_facts string | context string |
|---|---|---|---|---|---|---|---|
0 | 8813f87c0bdd11eba7f7acde48001122 | Who is the mother of the director of film Polish-Russian War (Film)? | Małgorzata Braunek | compositional | [['Polish-Russian War', 'director', 'Xawery Żuławski'], ['Xawery Żuławski', 'mother', 'Małgorzata Braunek']] | {'title': ['Polish-Russian War (film)', 'Xawery Żuławski'], 'sent_id': [1, 2]} | {'title': ['Maheen Khan', 'Viktor Yeliseyev', 'Alice Washburn', 'Minamoto no Chikako', 'Polish-Russian War (film)', 'A Snow White Christmas', 'Snow White and the Three Stooges', 'Xawery Żuławski', 'Snow White and the Seven Dwarfs (1955 film)', 'Liberty Ross'], 'sentences': [['Maheen Khan is a Pakistani fashion and cost... |
1 | 61a46987092f11ebbdaeac1f6bf848b6 | Which film came out first, Blind Shaft or The Mask Of Fu Manchu? | The Mask Of Fu Manchu | comparison | [['Blind Shaft', 'publication date', '2003'], ['The Mask of Fu Manchu', 'publication date', '1932']] | {'title': ['Blind Shaft', 'The Mask of Fu Manchu'], 'sent_id': [0, 0]} | {'title': ['Blind Shaft', 'The Mysterious Dr. Fu Manchu', 'The Mask of Fu Manchu', 'The Castle of Fu Manchu', 'The Brides of Fu Manchu', 'Les Trottoirs de Bangkok', 'The Face of Fu Manchu', 'The Mask of the Gorilla', 'The Blood of Fu Manchu', 'The Return of Dr. Fu Manchu'], 'sentences': [['Blind Shaft is a 2003 film ab... |
2 | e2a3bf2a0bdd11eba7f7acde48001122 | When did John V, Prince Of Anhalt-Zerbst's father die? | 12 June 1516 | compositional | [['John V of Anhalt-Zerbst', 'father', 'Ernest I, Prince of Anhalt-Dessau'], ['Ernest I, Prince of Anhalt-Dessau', 'date of death', '12 June 1516']] | {'title': ['John V, Prince of Anhalt-Zerbst', 'Ernest I, Prince of Anhalt-Dessau'], 'sent_id': [2, 0]} | {'title': ['Waldemar I, Prince of Anhalt-Zerbst', 'Bernhard VII, Prince of Anhalt-Zerbst', 'Albert III, Prince of Anhalt-Zerbst', 'John VI, Prince of Anhalt-Zerbst', 'Albert II, Prince of Anhalt-Zerbst', 'John II, Prince of Anhalt-Zerbst', 'John V, Prince of Anhalt-Zerbst', 'Ernest I, Prince of Anhalt-Dessau', 'Waldema... |
3 | 0cd3bdea0bde11eba7f7acde48001122 | What is the award that the director of film Wearing Velvet Slippers Under A Golden Umbrella won? | Myanmar Motion Picture Academy Awards | compositional | [['Wearing Velvet Slippers under a Golden Umbrella', 'director', 'Wunna'], ['Wunna', 'award received', 'Myanmar Motion Picture Academy Awards']] | {'title': ['Wearing Velvet Slippers under a Golden Umbrella', 'Wunna'], 'sent_id': [0, 0]} | {'title': ['Michael Govan', 'Peter Levin', 'John Donatich', 'Dana Blankstein', 'Ian Barry (director)', 'Wunna', 'Wearing Velvet Slippers under a Golden Umbrella', 'John Farrell (businessman)', 'Etan Boritzer', 'All in the Family (film)'], 'sentences': [['Michael Govan( born 1963) is the director of the Los Angeles Coun... |
4 | f9dcb4a60bda11eba7f7acde48001122 | Where was the director of film Ronnie Rocket born? | Missoula, Montana | compositional | [['Ronnie Rocket', 'director', 'David Lynch'], ['David Lynch', 'place of birth', 'Missoula, Montana']] | {'title': ['Ronnie Rocket', 'David Lynch'], 'sent_id': [0, 4]} | {'title': ['Jason Moore (director)', 'Jesse E. Hobson', 'Brian Kennedy (gallery director)', 'Dana Blankstein', 'S. N. Mathur', 'Olav Aaraas', 'David Lynch', 'Ronnie Rocket', 'Ian Barry (director)', 'Peter Levin'], 'sentences': [['Jason Moore( born October 22, 1970) is an American director of film, theatre and televisio... |
5 | 8981e1ce0bb011ebab90acde48001122 | Who is Charles Bretagne Marie De La Trémoille's paternal grandfather? | Charles Armand René de La Trémoille | inference | [['Charles Bretagne Marie de La Trémoille', 'father', 'Jean Bretagne Charles de La Trémoille'], ['Jean Bretagne Charles de La Trémoille', 'father', 'Charles Armand René de La Trémoille']] | {'title': ['Charles Bretagne Marie de La Trémoille', 'Jean Bretagne Charles de La Trémoille'], 'sent_id': [0, 0]} | {'title': ['Charles Armand René de La Trémoille', 'Charles Bretagne Marie de La Trémoille', 'Henri Charles de La Trémoille', 'Claude de La Trémoille', 'Charlotte de La Trémoille', 'Jean Bretagne Charles de La Trémoille', 'Louis Charles de La Trémoille', 'François II de La Trémoille', 'Henri de La Trémoille', 'Marie Cha... |
6 | 019bed300bde11eba7f7acde48001122 | Where was the father of Ștefan I. Nenițescu born? | Galați | compositional | [['Ștefan I. Nenițescu', 'father', 'Ioan S. Nenițescu'], ['Ioan S. Nenițescu', 'place of birth', 'Galați']] | {'title': ['Ștefan I. Nenițescu', 'Ioan S. Nenițescu'], 'sent_id': [1, 1]} | {'title': ['Takayama Tomoteru', 'Anacyndaraxes', 'Inoue Masaru (bureaucrat)', 'Cleomenes II', 'Eystein Glumra', 'Arthur Beauchamp', 'Ioan S. Nenițescu', 'John Templeton (botanist)', 'Obata Toramori', 'Ștefan I. Nenițescu'], 'sentences': [['He was the father of Takayama Ukon, and was a Kirishitan.'], ['Anacyndaraxes was... |
7 | a7b9672009c311ebbdb0ac1f6bf848b6 | Are North Marion High School (Oregon) and Seoul High School both located in the same country? | no | comparison | [['North Marion High School (Oregon)', 'country', 'United States'], ['Seoul High School', 'country', 'South Korea']] | {'title': ['North Marion High School (Oregon)', 'Seoul High School'], 'sent_id': [0, 0]} | {'title': ['Calloway County High School', 'Marion High School (Kansas)', 'North Marion High School (West Virginia)', 'Creswell High School (Oregon)', 'Wheeling High School', 'Ottawa High School and Junior High School', 'East High School (Denver)', 'Seoul High School', 'Marion High School (Indiana)', 'North Marion High ... |
8 | 298f23b8088a11ebbd6eac1f6bf848b6 | Which film has the director who was born later, El Extraño Viaje or Love In Pawn? | El Extraño Viaje | bridge_comparison | [['El extraño viaje', 'director', 'Fernando Fernán Gómez'], ['Love in Pawn', 'director', 'Charles Saunders'], ['Fernando Fernán Gómez', 'date of birth', '28 August 1921'], ['Charles Saunders (director)', 'date of birth', '8 April 1904']] | {'title': ['El extraño viaje', 'Love in Pawn', 'Fernando Fernán Gómez', 'Charles Saunders (director)'], 'sent_id': [0, 0, 0, 0]} | {'title': ['W. Augustus Barratt', 'El extraño viaje', 'Luck in Pawn', 'The Strange Case of the Man and the Beast', 'Love in Pawn', 'Rafaela Aparicio', 'A Lover in Pawn', 'Fernando Fernán Gómez', 'El extraño caso de la mujer asesinada', 'Charles Saunders (director)'], 'sentences': [['W. Augustus Barratt( 1873- 1947) was... |
9 | 2ec440560bb011ebab90acde48001122 | Who is the maternal grandfather of Antiochus X Eusebes? | Ptolemy IX Lathyros | inference | [['Antiochus X Eusebes', 'mother', 'Cleopatra IV'], ['Cleopatra IV', 'father', 'Ptolemy IX Lathyros']] | {'title': ['Antiochus X Eusebes', 'Cleopatra IV of Egypt'], 'sent_id': [1, 0]} | {'title': ['Fujiwara no Nagara', 'Kaya Alp', 'Guillaume Wittouck', 'Antiochus X Eusebes', 'John Westley', 'Cleopatra IV of Egypt', 'Laodice of the Sameans', 'Prithvipati Shah', 'Abd al-Muttalib', 'Lyon Cohen'], 'sentences': [[', also known as Fujiwara no Nagayoshi, was a Japanese statesman, courtier and politician of t... |
10 | 05f8a691087b11ebbd67ac1f6bf848b6 | Which film has the director died first, Crimen A Las Tres or The Working Class Goes To Heaven? | The Working Class Goes To Heaven | bridge_comparison | [['Crimen a las tres', 'director', 'Luis Saslavsky'], ['The Working Class Goes to Heaven', 'director', 'Elio Petri'], ['Luis Saslavsky', 'date of death', 'March 20, 1995'], ['Elio Petri', 'date of death', '10 November 1982']] | {'title': ['Crimen a las tres', 'The Working Class Goes to Heaven', 'Luis Saslavsky', 'Elio Petri'], 'sent_id': [0, 0, 0, 0]} | {'title': ['Ruth Frow', 'Boy Goes to Heaven', 'Carlos Eduardo Gutiérrez', 'Crimen a las tres', 'Luis Saslavsky', 'The Working Class Goes to Heaven', 'Elio Petri', 'Escala en la ciudad', 'The Mattei Affair', 'Ronaldo Tres'], 'sentences': [['Ruth Frow( 1922–2008) was a peace activist and historian of the labour movement.... |
11 | 645c9a5a08c311ebbd8dac1f6bf848b6 | Which film has the director born first, Once A Gentleman or The Girl In White? | Once A Gentleman | bridge_comparison | [['Once a Gentleman', 'director', 'James Cruze'], ['The Girl in White', 'director', 'John Sturges'], ['James Cruze', 'date of birth', 'March 27, 1884'], ['John Sturges', 'date of birth', 'January 3, 1910']] | {'title': ['Once a Gentleman', 'The Girl in White', 'James Cruze', 'John Sturges'], 'sent_id': [0, 0, 0, 0]} | {'title': ['Once a Gentleman', 'The Girl in the Taxi (1937 film)', 'Henry Moore (cricketer)', 'The Girl in Number 29', 'Wale Adebanwi', 'James Cruze', 'John Sturges', 'The Girl in the Fog', 'The Girl in White', 'Claude Weisz'], 'sentences': [['Once a Gentleman is a 1930 American comedy film directed by James Cruze and ... |
12 | 5bec3cd408a711ebbd7fac1f6bf848b6 | Which film has the director who died earlier, Il Seduttore or The Trial Of Joan Of Arc? | The Trial Of Joan Of Arc | bridge_comparison | [['Il seduttore', 'director', 'Franco Rossi'], ['The Trial of Joan of Arc', 'director', 'Robert Bresson'], ['Franco Rossi (director)', 'date of death', '5 June 2000'], ['Robert Bresson', 'date of death', '18 December 1999']] | {'title': ['Il seduttore', 'The Trial of Joan of Arc', 'Franco Rossi (director)', 'Robert Bresson'], 'sent_id': [0, 0, 0, 0]} | {'title': ['Franco Rossi (director)', 'Jeannette: The Childhood of Joan of Arc', 'Jean Pasquerel', 'Il seduttore', 'Robert le Maçon', 'Lionel Royer', 'The Trial of Joan of Arc', 'Daniel Hobbins', 'Jean de Metz', 'Robert Bresson'], 'sentences': [['Franco Rossi( 19 April 1919, Florence- 5 June 2000, Rome) was an Italian ... |
13 | 464cfa460bd911eba7f7acde48001122 | Where was the director of film Thomas Jefferson (Film) born? | Brooklyn | compositional | [['Thomas Jefferson', 'director', 'Ken Burns'], ['Ken Burns', 'place of birth', 'Brooklyn']] | {'title': ['Thomas Jefferson (film)', 'Ken Burns'], 'sent_id': [0, 3]} | {'title': ['Atiba Jefferson', 'Richard H. Jefferson', 'Derrick Jefferson', 'Jermar Jefferson', 'Ken Burns', 'Severino Jefferson', 'Dontell Jefferson', 'Tabinas Jefferson', 'Thomas Jefferson (film)', 'Billy Jefferson'], 'sentences': [['Atiba Jefferson( born 1976) is an American photographer and skateboarder.'], ['Richar... |
14 | c05e16a40bdd11eba7f7acde48001122 | Why did Grand Duke Kirill Vladimirovich Of Russia's wife die? | stroke | compositional | [['Grand Duke Kirill Vladimirovich of Russia', 'spouse', 'Princess Victoria Melita of Saxe-Coburg and Gotha'], ['Princess Victoria Melita of Saxe-Coburg and Gotha', 'cause of death', 'stroke']] | {'title': ['Grand Duke Kirill Vladimirovich of Russia', 'Princess Victoria Melita of Saxe-Coburg and Gotha'], 'sent_id': [3, 17]} | {'title': ['Abdul-Vahed Niyazov', 'Louis II, Grand Duke of Baden', 'Prince Karl of Leiningen', 'Princess Victoria Melita of Saxe-Coburg and Gotha', 'Grand Duke Andrei Vladimirovich of Russia', 'Grand Duke Kirill Vladimirovich of Russia', 'Princess Irene of Hesse and by Rhine', 'Grand Duke Vyacheslav Konstantinovich of ... |
15 | 2935f1640bda11eba7f7acde48001122 | Where was the place of death of the director of film Beat Girl? | Nice | compositional | [['Beat Girl', 'director', 'Edmond T. Gréville'], ['Edmond T. Gréville', 'place of death', 'Nice']] | {'title': ['Beat Girl', 'Edmond T. Gréville'], 'sent_id': [0, 1]} | {'title': ['Olav Aaraas', 'Beat Girl', 'Peter Levin', 'Dana Blankstein', 'Edmond T. Gréville', 'Jesse E. Hobson', 'S. N. Mathur', 'Kim Sung-su (director)', 'Ian Barry (director)', 'Brian Kennedy (gallery director)'], 'sentences': [['Olav Aaraas( born 10 July 1950) is a Norwegian historian and museum director.', 'He was... |
16 | ada1b358085211ebbd58ac1f6bf848b6 | Who died first, Fleetwood Sheppard or George William Whitaker? | Fleetwood Sheppard | comparison | [['Fleetwood Sheppard', 'date of death', '25 August 1698'], ['George William Whitaker', 'date of death', 'March 6, 1916']] | {'title': ['Fleetwood Sheppard', 'George William Whitaker'], 'sent_id': [0, 0]} | {'title': ['George William Whitaker', 'Fleetwood Sheppard', 'Nicholas Sheppard', 'William Whitaker (geologist)', 'William Whitaker (1629–1672)', 'William Whitaker Reed', 'Billy Whitaker', 'George Basil', 'George Oghani', 'George William Patchett'], 'sentences': [['George William Whitaker( September 25, 1840 – March 6, ... |
17 | 3f857208086c11ebbd61ac1f6bf848b6 | Which film has the director born first, The Raven'S Dance or Keïta! L'Héritage Du Griot? | The Raven'S Dance | bridge_comparison | [["The Raven's Dance", 'director', 'Markku Lehmuskallio'], ["Keïta! l'Héritage du griot", 'director', 'Dani Kouyaté'], ['Markku Lehmuskallio', 'date of birth', '31 December 1938'], ['Dani Kouyaté', 'date of birth', 'June 4, 1961']] | {'title': ["The Raven's Dance", "Keïta! l'Héritage du griot", 'Markku Lehmuskallio', 'Dani Kouyaté'], 'sent_id': [0, 2, 0, 0]} | {'title': ['Dani Kouyaté', 'Markku Lehmuskallio', "The Raven's Dance", 'Henry Moore (cricketer)', 'When the Raven Flies', 'The Raven (2006 film)', 'Wale Adebanwi', 'Claude Weisz', "Keïta! l'Héritage du griot", 'Seydou Boro'], 'sentences': [['Dani Kouyaté( born June 4, 1961) is a film director and griot from Burkina Fas... |
18 | dfe93efe0bdd11eba7f7acde48001122 | When did Jean Martin (Singer)'s husband die? | 1983 | compositional | [['Jean Martin', 'spouse', 'William Black'], ['William Black', 'date of death', '1983']] | {'title': ['Jean Martin (singer)', 'William Black (businessman)'], 'sent_id': [2, 0]} | {'title': ['Theodred II (Bishop of Elmham)', 'William Black (businessman)', 'Carla Martin', 'Thomas Scott (diver)', 'Albert Thompson (footballer, born 1912)', 'Etan Boritzer', 'Harry Johnson (wrestler)', 'Harry Wainwright (footballer)', 'Bill Smith (footballer, born 1897)', 'Jean Martin (singer)'], 'sentences': [['Theo... |
19 | 1d890623088711ebbd6dac1f6bf848b6 | Which film has the director who died earlier, Tangled Destinies or The Daltons' Women? | Tangled Destinies | bridge_comparison | [['Tangled Destinies', 'director', 'Frank R. Strayer'], ["The Daltons' Women", 'director', 'Thomas Carr'], ['Frank R. Strayer', 'date of death', 'February 3, 1964'], ['Thomas Carr (director)', 'date of death', 'April 23, 1997']] | {'title': ['Tangled Destinies', "The Daltons' Women", 'Frank R. Strayer', 'Thomas Carr (director)'], 'sent_id': [0, 0, 0, 0]} | {'title': ['Frank R. Strayer', 'Tangled Destinies', 'G. Marthandan', 'Thomas Carr (director)', 'Ben Palmer', 'The Daltons Ride Again', 'When the Daltons Rode', "The Daltons' Women", 'Jesse James vs. the Daltons', 'Abhishek Saxena'], 'sentences': [['Frank R. Strayer( September 21, 1891 – February 3, 1964) was an actor, ... |
20 | d8c36503097411ebbdb0ac1f6bf848b6 | Which film was released earlier, Moment Of Danger or The Ballad Of Josie? | Moment Of Danger | comparison | [['Moment of Danger', 'publication date', '1960'], ['The Ballad of Josie', 'publication date', '1967']] | {'title': ['Moment of Danger', 'The Ballad of Josie'], 'sent_id': [0, 0]} | {'title': ['Moment of Danger', 'Point Danger', 'The Ballad of Cossack Golota', 'The Ballad of Josie', 'The Ballad of Uhlans', 'Eskimo Nell (film)', 'The Ballad of Uhlans', 'The Ballad of Little Joe', 'Moment of Truth', 'The Ballad of Narayama'], 'sentences': [['Moment of Danger( also known as Malaga) is a 1960 crime dr... |
21 | 2207e9060bda11eba7f7acde48001122 | What nationality is the director of film World And Time Enough? | United States | compositional | [['World and Time Enough', 'director', 'Eric Mueller'], ['Eric Mueller', 'country of citizenship', 'United States']] | {'title': ['World and Time Enough', 'Eric Mueller'], 'sent_id': [1, 0]} | {'title': ['M. Venkataraju', 'World and Time Enough', 'Michael Govan', 'Eric Mueller', 'Peter Levin', 'Olav Aaraas', 'Ian Barry (director)', 'John Farrell (businessman)', 'John Donatich', 'Dana Blankstein'], 'sentences': [['M Venkataraju, was a music director/ composer of Kannada film world.'], ['World and Time', 'Enou... |
22 | 7abc1e3008d511ebbd98ac1f6bf848b6 | Which film has the director died earlier, Poker In Bed or The Machine To Kill Bad People? | The Machine To Kill Bad People | bridge_comparison | [['Poker in Bed', 'director', 'Giuliano Carnimeo'], ['The Machine to Kill Bad People', 'director', 'Roberto Rossellini'], ['Giuliano Carnimeo', 'date of death', '10 September 2016'], ['Roberto Rossellini', 'date of death', '3 June 1977']] | {'title': ['Poker in Bed', 'The Machine to Kill Bad People', 'Giuliano Carnimeo', 'Roberto Rossellini'], 'sent_id': [0, 0, 0, 0]} | {'title': ['Poker in Bed', 'Luigi Torchi', 'Charles Redheffer', 'The Machine to Kill Bad People', 'Le Masque de la Méduse', 'Anders Henriksson (poker player)', 'Giuliano Carnimeo', 'Thulasi (1987 film)', 'Querelle', 'Roberto Rossellini'], 'sentences': [["La signora gioca bene a scopa?, internationally released as Poker... |
23 | ae331827088b11ebbd6fac1f6bf848b6 | Which film whose director is younger, Heads I Win, Tails You Lose or The Incredible Sarah? | Heads I Win, Tails You Lose | bridge_comparison | [['Heads I Win, Tails You Lose', 'director', 'Nanni Loy'], ['The Incredible Sarah', 'director', 'Richard Fleischer'], ['Nanni Loy', 'date of birth', '23 October 1925'], ['Richard Fleischer', 'date of birth', 'December 8, 1916']] | {'title': ['Heads I Win, Tails You Lose', 'The Incredible Sarah', 'Nanni Loy', 'Richard Fleischer'], 'sent_id': [0, 0, 0, 0]} | {'title': ['Miloš Zličić', 'Heads I Win, Tails You Lose', 'The Incredible Sarah', 'Danny Murphy (British actor)', 'Anthony Mendleson', 'Richard Fleischer', 'Nanni Loy', 'The Parts You Lose', 'Vadim Vlasov', 'La Bestia humana'], 'sentences': [['Miloš Zličić( born 29 December 1999) is a Serbian football forward.', 'He is... |
24 | 2002bf0c0bb011ebab90acde48001122 | Who is Catherine Of Pomerania, Countess Palatine Of Neumarkt's father-in-law? | Rupert | inference | [['Catherine of Pomerania, Countess Palatine of Neumarkt', 'spouse', 'John'], ['John', 'father', 'Rupert']] | {'title': ['Catherine of Pomerania, Countess Palatine of Neumarkt', 'John, Count Palatine of Neumarkt'], 'sent_id': [3, 1]} | {'title': ['Elisabeth of Hesse, Countess Palatine of Zweibrücken', 'Countess Palatine Dorothea of Simmern', 'Countess Palatine Dorothea Catherine of Birkenfeld-Bischweiler', 'John, Count Palatine of Neumarkt', 'Catherine of Pomerania, Countess Palatine of Neumarkt', 'Countess Palatine Anna Magdalena of Birkenfeld-Bisch... |
25 | c531e7560baf11ebab90acde48001122 | Who is Marie Zéphyrine Of France's paternal grandmother? | Marie Leszczyńska | inference | [['Marie Zéphyrine of France', 'father', 'Louis, Dauphin of France'], ['Louis, Dauphin of France', 'mother', 'Marie Leszczyńska']] | {'title': ['Marie Zéphyrine of France', 'Louis, Dauphin of France (son of Louis XV)'], 'sent_id': [0, 0]} | {'title': ['Gülbahar Hatun (wife of Mehmed II)', 'Tjuyu', 'Mona Hopton Bell', 'Hannah Arnold', 'Anne Denman', 'Princess Marie of Hanover', 'Marie Zéphyrine of France', 'Louis, Dauphin of France (son of Louis XV)', 'Kaoru Hatoyama', 'Hubba bint Hulail'], 'sentences': [['Gülbahar Hatun( 1432 – 1492) was the consort of Su... |
26 | 4d982dc308c111ebbd8bac1f6bf848b6 | Which film has the director died earlier, Condemned Women or Faces In The Dark? | Condemned Women | bridge_comparison | [['Condemned Women', 'director', 'Lew Landers'], ['Faces in the Dark', 'director', 'David Eady'], ['Lew Landers', 'date of death', 'December 16, 1962'], ['David Eady (film director)', 'date of death', 'April 5, 2009']] | {'title': ['Condemned Women', 'Faces in the Dark', 'Lew Landers', 'David Eady (film director)'], 'sent_id': [0, 0, 0, 0]} | {'title': ['Le Masque de la Méduse', 'David Eady (film director)', 'Condemned Women', 'Querelle', 'Faces in the Dark', 'Ravina (actress)', 'Marcela (wrestler)', 'Lew Landers', 'Thulasi (1987 film)', 'Mohsen Eslamzadeh'], 'sentences': [['Le masque de la Méduse is a 2009 fantasy horror film directed by Jean Rollin.', 'Th... |
27 | a9cc5f240bdb11eba7f7acde48001122 | Who is the spouse of the director of film Eden And After? | Catherine Robbe-Grillet | compositional | [['Eden and After', 'director', 'Alain Robbe-Grillet'], ['Alain Robbe-Grillet', 'spouse', 'Catherine Robbe-Grillet']] | {'title': ['Eden and After', 'Alain Robbe-Grillet'], 'sent_id': [0, 3]} | {'title': ['Maria Teresa, Grand Duchess of Luxembourg', 'Marie-Louise Coidavid', 'Gertrude of Bavaria', 'Eden and After', 'Alain Robbe-Grillet', 'Sophia Magdalena of Denmark', 'Catherine Jourdan', 'Heather D. Gibson', 'Princess Auguste of Bavaria (1875–1964)', 'Mehdi Abrishamchi'], 'sentences': [['Maria Teresa, Grand D... |
28 | 6ebe05740bde11eba7f7acde48001122 | Where was the place of death of Anastasia Of Serbia's husband? | Hilandar | compositional | [['Anastasia of Serbia', 'spouse', 'Stefan Nemanja'], ['Stefan Nemanja', 'place of death', 'Hilandar']] | {'title': ['Anastasia of Serbia', 'Stefan Nemanja'], 'sent_id': [1, 6]} | {'title': ['Slavica Đukić Dejanović', 'Stefan Nemanja', 'Dimitrije Nešić', 'Anastasia of Serbia', 'Suzana Grubješić', 'Marjana Maraš', 'Zoran Stanković', 'Princess Helen of Serbia', 'Jovan Veselinov', 'Dragan Tomić'], 'sentences': [['Slavica Đukić Dejanović( born 4 July 1951) is a Serbian politician, current Minister w... |
29 | a0065fe9085f11ebbd5dac1f6bf848b6 | Are Fire In Hell and The Tiger: An Old Hunter'S Tale from the same country? | yes | comparison | [['Fire in Hell', 'country of origin', 'South Korea'], ["The Tiger: An Old Hunter's Tale", 'country of origin', 'South Korea']] | {'title': ['Fire in Hell', "The Tiger: An Old Hunter's Tale"], 'sent_id': [0, 0]} | {'title': ["The Tiger: An Old Hunter's Tale", 'Return of the Tiger', 'Parinati', 'Fire in Hell', 'Hell and Back', 'News in Hell', 'Hell and High Water', '2008 in comics', 'Burn in Hell', 'India: Kingdom of the Tiger'], 'sentences': [['The Tiger( also known as" The Tiger: An Old Hunter\'s Tale",; lit." Big Tiger") is a ... |
30 | 7c490349090311ebbdadac1f6bf848b6 | Which film was released more recently, Lo Zappatore or Placer Sangriento? | Placer Sangriento | comparison | [['Lo Zappatore', 'publication date', '1950'], ['Placer sangriento', 'publication date', '1967']] | {'title': ['Lo Zappatore', 'Placer sangriento'], 'sent_id': [0, 0]} | {'title': ['The Wonderful World of Captain Kuhio', 'Rakka (film)', 'Coney Island Baby (film)', 'Lloyd (film)', 'Placer sangriento', 'Ronaldo (film)', 'Invasion of the Neptune Men', 'A Race for Life', 'Lo Zappatore', 'Battle in Outer Space'], 'sentences': [['The film was released in Japan on 10 October 2009.'], ['The fi... |
31 | 8d2382e0085811ebbd5aac1f6bf848b6 | Was Şemsettin Baş or Gwenc'Hlan Le Scouëzec born first? | Gwenc'Hlan Le Scouëzec | comparison | [['Şemsettin Baş', 'date of birth', 'January 4, 1973'], ["Gwenc'hlan Le Scouëzec", 'date of birth', '11 November 1929']] | {'title': ['Şemsettin Baş', "Gwenc'hlan Le Scouëzec"], 'sent_id': [0, 0]} | {'title': ["Gwenc'hlan", 'Wesley Barresi', "Gwenc'hlan Le Scouëzec", "Per Vari Kerloc'h", 'John McMahon (Surrey and Somerset cricketer)', 'Maurice Le Scouëzec', 'Şemsettin Baş', 'Hartley Lobban', 'Wale Adebanwi', 'Henry Moore (cricketer)'], 'sentences': [['Gwenc\'hlan is the cognomen of a legendary 6th century Breton d... |
32 | 1a114c5e088f11ebbd71ac1f6bf848b6 | Which film has the director born later, Bhoomiyude Avakashikal or The Majesty Of The Law? | Bhoomiyude Avakashikal | bridge_comparison | [['Bhoomiyude Avakashikal', 'director', 'T. V. Chandran'], ['The Majesty of the Law', 'director', 'Julia Crawford'], ['T. V. Chandran', 'date of birth', '23 November 1950'], ['Julia Crawford Ivers', 'date of birth', 'October 3, 1869']] | {'title': ['Bhoomiyude Avakashikal', 'The Majesty of the Law', 'T. V. Chandran', 'Julia Crawford Ivers'], 'sent_id': [1, 0, 0, 0]} | {'title': ['Jacques Décombe', 'The Majesty of the Law', 'Julia Crawford Ivers', 'T. V. Chandran', 'Sepideh Farsi', 'W. Augustus Barratt', 'Bhoomiyude Avakashikal', 'Tchan Fou-li', 'Claude Weisz', 'Fred Roy Krug'], 'sentences': [['Jacques Décombe is a French author, actor and director born in 1953.'], ['The Majesty of t... |
33 | 7a1d9d7c0bb011ebab90acde48001122 | Who is Cornelia (Wife Of Caesar)'s child-in-law? | Pompey | inference | [[' Cornelia', 'child', 'Julia'], ['Julia', 'spouse', 'Pompey']] | {'title': ['Cornelia (wife of Caesar)', 'Julia (daughter of Caesar)'], 'sent_id': [0, 1]} | {'title': ['Greg Penner', 'Julia (daughter of Caesar)', 'Conny Stuart', 'Peter James (writer)', 'Eusebius (consul 359)', 'Charles Francis Norton', 'Cornelia (wife of Caesar)', 'Wyndham Goold', 'Robert Vadra', 'Robert W. Levering'], 'sentences': [['Gregory B. Penner( born December 18, 1969) is an American businessman an... |
34 | 0bedb7e80bdc11eba7f7acde48001122 | Why did John Middleton Murry's wife die? | tuberculosis | compositional | [['John Middleton Murry', 'spouse', 'Katherine Mansfield'], ['Katherine Mansfield', 'cause of death', 'tuberculosis']] | {'title': ['John Middleton Murry', 'Katherine Mansfield'], 'sent_id': [2, 2]} | {'title': ['John Middleton Murry Jr.', 'John Middleton Murry', 'John Middleton (footballer, born 1955)', 'Anne Estelle Rice', 'Philip Mairet', 'J. W. N. Sullivan', 'Lamman Rucker', 'John Middleton (architect)', 'Richard T. Jones', 'Katherine Mansfield'], 'sentences': [['John Middleton Murry Jr. (9 May 1926 – 31 March 2... |
35 | 1869092c0bb011ebab90acde48001122 | Who is the paternal grandfather of Taj Al-Dawla? | Rukn al-Dawla | inference | [['Taj al-Dawla', 'father', "'Adud al-Dawla"], ["'Adud al-Dawla", 'father', 'Rukn al-Dawla']] | {'title': ['Taj al-Dawla', "'Adud al-Dawla"], 'sent_id': [2, 3]} | {'title': ["Sama' al-Dawla", 'Eskandar II', "Ka'us III", 'Asfar ibn Kurduya', "'Adud al-Dawla", 'Ali ibn Kama', 'Aziz al-Dawla', 'Ziyar ibn Shahrakuya', 'Taj al-Dawla', 'Safiyy al-Dawla'], 'sentences': [["Sama' al- Dawla was the Buyid ruler of Hamadan( 1021- 1023 or 1024).", 'He was the son of Shams al- Dawla.', "Upon ... |
36 | 9980b1ed089d11ebbd78ac1f6bf848b6 | Do both films Payment On Demand and My Cousin From Warsaw have the directors from the same country? | yes | bridge_comparison | [['Payment on Demand', 'director', 'Curtis Bernhardt'], ['My Cousin from Warsaw', 'director', 'Carl Boese'], ['Curtis Bernhardt', 'country of citizenship', 'German'], ['Carl Boese', 'country of citizenship', 'German']] | {'title': ['Payment on Demand', 'My Cousin from Warsaw', 'Curtis Bernhardt', 'Carl Boese'], 'sent_id': [0, 0, 0, 0]} | {'title': ['Curtis Bernhardt', 'Payment on Demand', 'Mieczysław Krawicz', 'Carl Boese', 'My Cousin from Warsaw (film)', 'My Cousin from Warsaw', 'The Cousin from Nowhere (1953 film)', 'Dale Launer', 'Kaydyacha Bola', 'The Cousin from Nowhere (1934 film)'], 'sentences': [['Curtis Bernhardt( 15 April 1899 – 22 February 1... |
37 | c19b72520bdb11eba7f7acde48001122 | What is the place of birth of the director of film And The Spring Comes? | Xi'an | compositional | [['And the Spring Comes', 'director', 'Gu Changwei'], ['Gu Changwei', 'place of birth', "Xi'an"]] | {'title': ['And the Spring Comes', 'Gu Changwei'], 'sent_id': [1, 1]} | {'title': ['Rachel Feldman', 'Peter Holden', 'Brian Johnson (special effects artist)', 'Gu Changwei', 'And the Spring Comes', 'Dana Blankstein', 'Ian Barry (director)', 'Hanro Smitsman', 'Àlex Gómez', 'Debra Christofferson'], 'sentences': [['Rachel Feldman( born August 22, 1954) is an American director of film and tele... |
38 | 3a84baaf088311ebbd6dac1f6bf848b6 | Who died first, Madame Pasca or James A. Donohoe? | Madame Pasca | comparison | [['Madame Pasca', 'date of death', 'May 25, 1914'], ['James A. Donohoe', 'date of death', 'February 26, 1956']] | {'title': ['Madame Pasca', 'James A. Donohoe'], 'sent_id': [0, 0]} | {'title': ['James Woolley (clockmaker)', 'Kasey James', 'Andrew V. McLaglen', 'J. L. Carr', 'James Corker', 'Madame Pasca', 'James A. Donohoe', 'Jakob Abbadie', 'Jacob of Edessa', "James T. O'Donohoe"], 'sentences': [['James Woolley or James Wolley( ca. 1695 – 22 November 1786) was a watch and clockmaker from Codnor, D... |
39 | 633132f008b711ebbd88ac1f6bf848b6 | Who was born later, D'Arcy Coulson or Thomas William Adams? | D'Arcy Coulson | comparison | [["D'Arcy Coulson", 'date of birth', 'February 17, 1908'], ['Thomas William Adams', 'date of birth', '24 June 1842']] | {'title': ["D'Arcy Coulson", 'Thomas William Adams'], 'sent_id': [0, 0]} | {'title': ['Thomas William Adams', 'Thomas William Booker-Blakemore', 'Tom Goddard', 'Thoman Burgkmair', 'William Adams (minister)', 'Ernie Adams (footballer, born 1922)', 'W. Augustus Barratt', 'William Adams (wrestler)', 'William E. Adams (New York)', "D'Arcy Coulson"], 'sentences': [['Alfred Albert Thomas William Ad... |
40 | 9aee006a09c211ebbdb0ac1f6bf848b6 | Are Simonds Catholic College and Saginaw High School (Texas) both located in the same country? | no | comparison | [['Simonds Catholic College', 'country', 'Australian'], ['Saginaw High School (Texas)', 'country', 'United States']] | {'title': ['Simonds Catholic College', 'Saginaw High School (Texas)'], 'sent_id': [6, 1]} | {'title': ['DeSales High School (Louisville, Kentucky)', 'Saginaw High School', 'St. Joseph High School (Victoria, Texas)', 'Nazareth Academy (La Grange Park, Illinois)', 'Simonds Catholic College', 'Castleberry High School', 'John Paul II Catholic High School (Schertz, Texas)', 'Holy Family High School (Broomfield, Co... |
41 | b3110a5e0bda11eba7f7acde48001122 | Which country Prince Nikolaus Wilhelm Of Nassau's mother is from? | German | compositional | [['Prince Nikolaus Wilhelm of Nassau', 'mother', 'Princess Pauline of Württemberg'], ['Princess Pauline of Württemberg', 'country of citizenship', 'German']] | {'title': ['Prince Nikolaus Wilhelm of Nassau', 'Princess Pauline of Württemberg (1810–1856)'], 'sent_id': [0, 0]} | {'title': ['Sophie of Merenberg', 'Frederick William, Prince of Nassau-Weilburg', 'Frederick Augustus, Duke of Nassau', 'Prince Nikolaus Wilhelm of Nassau', 'Adolf of Nassau (1540–1568)', 'Princess Pauline of Württemberg (1810–1856)', 'Walram II, Count of Nassau', 'Henry I, Count of Nassau-Siegen', 'Otto I, Count of Na... |
42 | 5b6b8c02089711ebbd77ac1f6bf848b6 | Which film whose director was born first, 45 Fathers or The Intended? | 45 Fathers | bridge_comparison | [['45 Fathers', 'director', 'James Tinling'], ['The Intended', 'director', 'Kristian Levring'], ['James Tinling', 'date of birth', 'May 8, 1889'], ['Kristian Levring', 'date of birth', 'May 9, 1957']] | {'title': ['45 Fathers', 'The Intended', 'James Tinling', 'Kristian Levring'], 'sent_id': [0, 0, 0, 0]} | {'title': ['Hartley Lobban', 'Wale Adebanwi', 'Deepak Sareen', '45 Fathers', 'Henry Moore (cricketer)', 'The Intended', 'Ringo-en no shōjo', 'Kristian Levring', 'James Tinling', 'John McMahon (Surrey and Somerset cricketer)'], 'sentences': [['Hartley W Lobban (9 May 1926 – 15 October 2004) was a Jamaican-born first-cla... |
43 | 3705552a0bb011ebab90acde48001122 | Who is the paternal grandfather of Alexandre Berthier, 3Rd Prince Of Wagram? | Louis-Alexandre Berthier | inference | [['Alexandre Berthier, 3rd Prince of Wagram', 'father', 'Napoléon Alexandre Berthier'], ['Napoléon Alexandre Berthier', 'father', 'Louis-Alexandre Berthier']] | {'title': ['Alexandre Berthier, 3rd Prince of Wagram', 'Napoléon Alexandre Berthier, 2nd Prince of Wagram'], 'sent_id': [1, 1]} | {'title': ['Alexandre Louis Philippe Marie Berthier, 4th Prince of Wagram', 'Prince Philippe, Count of Paris', 'Duchess Maria Elisabeth in Bavaria', 'Napoléon Alexandre Berthier, 2nd Prince of Wagram', 'George Louis, Prince of Erbach-Schönberg', 'Louis-Alexandre Berthier', 'Louis Philippe, Crown Prince of Belgium', "Lo... |
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SEAL-RAG Evaluation Data
This repository contains the evaluation slices used in the paper Replace, Don't Expand: Mitigating Context Dilution in Multi-Hop RAG.
Files
hotpotqa_1000_v1.csv: The 1,000-sample slice from HotpotQA used for the primary evaluation.2WikiMultihopQA_200_v1.csv: The 200-sample slice from 2WikiMultihopQA used for additional testing.
Citation
If you use this data, please cite the original paper.
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