More Documents, Same Length: Isolating the Challenge of Multiple Documents in RAG
Paper
• 2503.04388 • Published
• 17
Datasets:
id stringlengths 13 34 | paragraphs listlengths 0 20 | question stringlengths 23 298 | question_decomposition listlengths 2 4 | answer stringclasses 738 values | answer_aliases sequencelengths 0 6 | answerable bool 1 class | original_question stringlengths 26 275 ⌀ |
|---|---|---|---|---|---|---|---|
3hop1__241001_568433_47686 | [
{
"idx": 0,
"title": "Šķirotava",
"paragraph_text": "Šķirotava is a neighbourhood of Riga, the capital of Latvia. It is located in the Latgale Suburb of Riga close to the city's southeastern border. The perfect way to get there is by Rīgas Satiksme companies buses: N3, N13, N15, N20, N34, N47, N48, N50,... | In the city that hosts the headquarters of Arna Selznick's company, what is the departure location for Greyhound buses? | [
{
"id": 241001,
"question": "Arna Selznick >> employer",
"answer": "Nelvana",
"paragraph_support_idx": 11
},
{
"id": 568433,
"question": "#1 >> headquarters location",
"answer": "Toronto",
"paragraph_support_idx": 12
},
{
"id": 47686,
"question": "where do greyhound b... | Toronto Coach Terminal | [] | true | Where do Greyhound buses leave from in the city where Arna Selznick's employer is headquartered? |
2hop__231890_595414 | [
{
"idx": 2,
"title": "Anthony and Caroline Isermann House",
"paragraph_text": "The Anthony and Caroline Isermann House is located in Kenosha, Wisconsin, United States. Designed in the Prairie School by a student of Frank Lloyd Wright, it was added to the National Register of Historic Places in 2004.The ... | In which county was Lloyd Dane born? | [
{
"id": 231890,
"question": "Lloyd Dane >> place of birth",
"answer": "Eldon",
"paragraph_support_idx": 3
},
{
"id": 595414,
"question": "#1 >> located in the administrative territorial entity",
"answer": "Miller County",
"paragraph_support_idx": 11
}
] | Miller County | [
"Miller County, Missouri"
] | true | Which county does Lloyd Dane's birthplace belong to? |
2hop__525242_52835 | [
{
"idx": 0,
"title": "Happy Pills (song)",
"paragraph_text": "\"Happy Pills\" is a song by the American singer-songwriter Norah Jones. It is the lead single from her fifth studio album \"Little Broken Hearts\" and was released digitally on March 6, 2012. Written by Jones and co-written and produced by B... | Who is the author of "Turn Me On" song, from the artist who performed "Happy Pills"? | [
{
"id": 525242,
"question": "Happy Pills >> performer",
"answer": "Norah Jones",
"paragraph_support_idx": 0
},
{
"id": 52835,
"question": "who wrote turn me on by #1",
"answer": "John D. Loudermilk",
"paragraph_support_idx": 10
}
] | John D. Loudermilk | [] | true | Who wrote "Turn Me On" by performer of "Happy Pills"? |
2hop__169443_83769 | [
{
"idx": 4,
"title": "Cast Away",
"paragraph_text": " on a deserted island. Named after the volleyball's manufacturer, Wilson Sporting Goods, the character was created by screenwriter William Broyles, Jr... While researching for the film, he consulted with professional survival experts, and then chose t... | In the movie Dazed and Confused, who was the character portrayed by the person who wrote the screenplay for Good Will Hunting? | [
{
"id": 169443,
"question": "Good Will Hunting >> screenwriter",
"answer": "Ben Affleck",
"paragraph_support_idx": 8
},
{
"id": 83769,
"question": "who did #1 play in dazed and confused",
"answer": "Fred O'Bannion",
"paragraph_support_idx": 14
}
] | Fred O'Bannion | [] | true | Who did the screenwriter for Good Will Hunting play in Dazed and Confused? |
4hop1__436202_765799_282674_759393 | [
{
"idx": 3,
"title": "Babassoua",
"paragraph_text": " Republic of the Congo.Babassoua is a village in the Lobaye region in the Central African Republic southwest of the capital, Bangui and near the border with the Democratic Republic of the Congo.Babassoua is a village in the Lobaye region in the Centra... | What is the administrative center of the county that is geographically adjacent to the county where J. P. Hayes was born? | [
{
"id": 436202,
"question": "J. P. Hayes >> place of birth",
"answer": "Appleton",
"paragraph_support_idx": 15
},
{
"id": 765799,
"question": "#1 >> capital of",
"answer": "Outagamie County",
"paragraph_support_idx": 18
},
{
"id": 282674,
"question": "#2 >> shares bor... | Green Bay | [] | true | What is the seat of the county sharing a border with the county in which J. P. Hayes was born? |
2hop__21104_16335 | [
{
"idx": 0,
"title": "Ashkenazi Jews",
"paragraph_text": "It is estimated that in the 11th century Ashkenazi Jews composed only three percent of the world's Jewish population, while at their peak in 1931 they accounted for 92 percent of the world's Jews. Immediately prior to the Holocaust, the number of... | What two elements could explain the genetic similarities between the body that constitutes a minimum of 70% of global Jewish population and Italians? | [
{
"id": 21104,
"question": "Which group represents at least 70% of Jews worldwide?",
"answer": "Ashkenazi Jews",
"paragraph_support_idx": 17
},
{
"id": 16335,
"question": "#1 and Italians may be genetically similar due to what two factors?",
"answer": "inter-marriage and conversions ... | inter-marriage and conversions in the time of the Roman Empire | [
"Roman Empire"
] | true | The group representing at least 70% of Jews worldwide and Italians may be genetically similar due to what two factors? |
2hop__499003_853511 | [
{
"idx": 2,
"title": "Carryin' On",
"paragraph_text": "Carryin' On is an album by American jazz guitarist Grant Green featuring performances recorded in 1969 and released on the Blue Note label. The album marked Green's return to the Blue Note label and embracing a jazz-funk style that he would play for... | Which record company represents the band that played Pythons? | [
{
"id": 499003,
"question": "Pythons >> performer",
"answer": "Surfer Blood",
"paragraph_support_idx": 19
},
{
"id": 853511,
"question": "#1 >> record label",
"answer": "Kanine Records",
"paragraph_support_idx": 9
}
] | Kanine Records | [] | true | What is the record label for the band which performed Pythons? |
3hop2__19639_90098_10557 | [
{
"idx": 5,
"title": "Germans",
"paragraph_text": " Roman Empire.The native language of Germans is German, a West Germanic language, related to and classified alongside English and Dutch, and sharing many similarities with the North Germanic and Scandinavian languages. Spoken by approximately 100 millio... | What was the version of the tongue from which the surname Sylvester derives, utilized during the reign of the monarch who integrated the tribes in the 900s, subsequently labeled as? | [
{
"id": 19639,
"question": "What king united the tribes in the 9th century?",
"answer": "Charlemagne",
"paragraph_support_idx": 5
},
{
"id": 90098,
"question": "where does the last name sylvester come from",
"answer": "from the Latin",
"paragraph_support_idx": 16
},
{
"id... | Medieval Latin | [] | true | What was the version of the language where the last name Sylvester originates, used in the era of the king that united the tribes in the 9th century, later called? |
2hop__82910_75184 | [
{
"idx": 1,
"title": "List of Back to the Future characters",
"paragraph_text": " Gale.\nThe lead character of the series is Marty McFly. During the course of the trilogyLinda McFly (portrayed by Wendie Jo Sperber)George Douglas McFly (portrayed by Crispin Glover in Back to the Future and by Jeffrey Wei... | In Back to the Future, who portrayed the girlfriend of the actor who played Alex P. Keaton in Family Ties? | [
{
"id": 82910,
"question": "who played alex p keaton on family ties",
"answer": "Michael J. Fox",
"paragraph_support_idx": 6
},
{
"id": 75184,
"question": "who played #1 girlfriend in back to the future",
"answer": "Claudia Wells",
"paragraph_support_idx": 18
}
] | Claudia Wells | [] | true | Who played the girlfriend of Alex P. Keaton's actor on Family Ties in Back to the Future? |
4hop1__17192_17130_70784_61381 | [
{
"idx": 0,
"title": "Israel",
"paragraph_text": "On 11 March 1978, a PLO guerilla raid from Lebanon led to the Coastal Road Massacre. Israel responded by launching an invasion of southern Lebanon to destroy the PLO bases south of the Litani River. Most PLO fighters withdrew, but Israel was able to secu... | What is the establishment date of the area directly north of the country that stabilized southern Lebanon and the Persian Gulf? | [
{
"id": 17192,
"question": "Who secured southern Lebanon?",
"answer": "Israel",
"paragraph_support_idx": 0
},
{
"id": 17130,
"question": "Where is #1 located?",
"answer": "Middle East",
"paragraph_support_idx": 8
},
{
"id": 70784,
"question": "what region lies immedia... | 1932 | [] | true | When was the region immediately north of the region where the country that secured southern Lebanon is located and the Persian Gulf established? |
4hop1__56635_49925_13759_736921 | [
{
"idx": 0,
"title": "Mary, mother of Jesus",
"paragraph_text": "Despite Martin Luther's harsh polemics against his Roman Catholic opponents over issues concerning Mary and the saints, theologians appear to agree that Luther adhered to the Marian decrees of the ecumenical councils and dogmas of the chur... | In which German region did the priest, who sought to transform the faith that is now the most widespread in the US, give a discourse on the veneration of Mary shortly before he died? | [
{
"id": 56635,
"question": "what is the largest religious denomination in the united states",
"answer": "The Catholic Church",
"paragraph_support_idx": 18
},
{
"id": 49925,
"question": "who wanted #1 to reform and address",
"answer": "Martin Luther",
"paragraph_support_idx": 15
... | Saxony-Anhalt | [] | true | The German priest, who wanted to reform the religious denomination now the largest in the US, preached a sermon on Marian devotion soon before his death in which German state? |
2hop__88372_83837 | [
{
"idx": 2,
"title": "Home Alone Tonight",
"paragraph_text": " downloads. It was serviced to American country radio on November 23, 2015 as the album's third official single.``Home Alone Tonight ''is a song recorded by American country music artist Luke Bryan as a duet with Karen Fairchild of American c... | With whom does the vocalist of "You Can Crash My Party Anytime" perform the song "Home Alone Tonight"? | [
{
"id": 88372,
"question": "who sings you can crash my party anytime",
"answer": "Luke Bryan",
"paragraph_support_idx": 6
},
{
"id": 83837,
"question": "who sings home alone tonight with #1",
"answer": "Karen Fairchild",
"paragraph_support_idx": 2
}
] | Karen Fairchild | [] | true | Who sings home alone tonight with the singer of you can crash my party anytime? |
3hop2__326964_36852_7713 | [
{
"idx": 4,
"title": "Abuja",
"paragraph_text": "CT). It is a planned city and was built mainly in the 1980s, replacing the country's most populous city of Lagos as the capital on 12 December 1991. Abuja's geography is defined by Aso Rock, a 400 - metre (1,300 ft) monolith left by water erosion. The Pre... | For what duration was the metropolis, which the Qing dynasty lost in 1853, recognized as the provincial capital where the headquarters of Yaxing Coach is situated? | [
{
"id": 326964,
"question": "Yaxing Coach >> headquarters location",
"answer": "Yangzhou",
"paragraph_support_idx": 9
},
{
"id": 36852,
"question": "What city did the Qing lose in 1853?",
"answer": "Nanjing",
"paragraph_support_idx": 15
},
{
"id": 7713,
"question": "H... | about 400 years | [] | true | How long was the city the Qing lost in 1853 the capital of the province where Yaxing Coach is headquartered? |
2hop__669456_108549 | [
{
"idx": 0,
"title": "Casanovas",
"paragraph_text": "Casanovas is a Swedish dansband established in 1989 in Vadstena, Sweden. They won the Svenska dansbandsmästerskapen, the Swedish Dansband Competition in 1998 with Andreas Hedenskog as vocalist. The present line-up of the band is Henrik Sethsson on voc... | Who is the author of the show where Jimmy Olsen is employed? | [
{
"id": 669456,
"question": "Jimmy Olsen >> present in work",
"answer": "Smallville",
"paragraph_support_idx": 16
},
{
"id": 108549,
"question": "Who is #1 by?",
"answer": "Alfred Gough",
"paragraph_support_idx": 6
}
] | Alfred Gough | [
"Miles Millar"
] | true | Who wrote the show that Jimmy Olsen works for? |
3hop2__31398_2130_2232 | [
{
"idx": 1,
"title": "Colorado Rapids",
"paragraph_text": "The Colorado Rapids are an American professional soccer club based in the Denver suburb of Commerce City, Colorado. The Rapids compete in Major League Soccer (MLS) as a member of the Western Conference. The franchise began play in 1996 as one of... | Which professional soccer team, part of the New York based league, is located in the city known for birthing the album recognized as the iconic representation of the No Wave movement? | [
{
"id": 31398,
"question": "What was considered the true portrait of the no wave movement?",
"answer": "No New York",
"paragraph_support_idx": 17
},
{
"id": 2130,
"question": "What professional soccer organization is headquartered in New York?",
"answer": "Major League Soccer",
"... | New York City FC | [] | true | What franchise of the pro soccer organization headquartered in New York, is based in the city that produced the album considered the true portrait of the No Wave movement? |
2hop__16267_25719 | [
{
"idx": 0,
"title": "Ashkenazi Jews",
"paragraph_text": "New developments in Judaism often transcend differences in religious practice between Ashkenazi and Sephardic Jews. In North American cities, social trends such as the chavurah movement, and the emergence of \"post-denominational Judaism\" often ... | In which year did the tribes linked to the ancestral homeland of Ashkenazi Jews launch an invasion against the Roman Empire? | [
{
"id": 16267,
"question": "In an ethnic sense, Ashkenazi Jews can trace their ancestry to Jews who settled where?",
"answer": "Central Europe",
"paragraph_support_idx": 17
},
{
"id": 25719,
"question": "At the end of which year did #1 tribes invade the Roman Empire?",
"answer": "406... | 406 | [] | true | At the end of which year did the tribes in the area where the Ashkenazi Jews can trace their ancestry to Jews who settled there invade the roman empire? |
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More Documents, Same Length Datasets
This repository contains the datasets used in the paper "More Documents, Same Length: Isolating the Challenge of Multiple Documents in RAG".
Code: https://github.com/shaharl6000/MoreDocsSameLen
Dataset Description
These datasets investigate how document multiplicity affects LLM performance in Retrieval-Augmented Generation (RAG) systems while keeping the total context length fixed.
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