Datasets:

connections-dev
/

_natural_s500_original_1_reasoning_xhigh_0.7_32000_claude-opus-4-7

triple1 listlengths 3 3	triple2 listlengths 3 3	triple3 listlengths 3 3	triple1_labels listlengths 3 3	triple2_labels listlengths 3 3	triple3_labels listlengths 3 3	description stringlengths 8 19	keep_triple bool 1 class	query_prompt stringlengths 3.23k 3.36k	query stringlengths 88 203	entity_a stringlengths 3 55	entity_b stringlengths 4 85	rel_b stringclasses 68 values	index int64 500 930	prompt stringlengths 3.89k 4.1k	path_prediction listlengths 1 1	prompt_for_path listlengths 1 1	usage listlengths 1 1
[ "Q191020", "P166", "Q17144" ]	[ "Q931832", "P166", "Q17144" ]	[ "Q931832", "P241", "Q11220" ]	[ "Gary Becker", "award received", "Presidential Medal of Freedom" ]	[ "Vermont C. Royster", "award received", "Presidential Medal of Freedom" ]	[ "Vermont C. Royster", "military branch", "United States Navy" ]	Q17144__P166	false	Task: Generate a Natural Language Query. You will be given input in the following format: Concept A: entity1 Concept B: entity2 Concept C: (concept B, rel, entity3) Concept A and Concept C are connected via an independent concept B. Concept C is a property of Concept B, which the person is supposed to guess. You...	What are different ways of connecting Gary Becker, the economist, and someone who has served in the United States Navy?	Gary Becker	United States Navy	military branch	500	Query: What are different ways of connecting Gary Becker, the economist, and someone who has served in the United States Navy? Task: Identify how two real-world entities are connected by producing MANY connection paths. A connection path is a sequence of factual triples (head, relationship, tail) forming a continuous ...	[ "<think> I'm mapping out Gary Becker's professional network to find a connection to someone with Navy service—he had ties to the University of Chicago, worked alongside Milton Friedman and George Stigler, and collaborated with Richard Posner on various projects.\n\nNow I'm considering which of these figures actuall...	[ "Query: What are different ways of connecting Gary Becker, the economist, and someone who has served in the United States Navy?\n\nTask: Identify how two real-world entities are connected by producing MANY connection paths. A connection path is a sequence of factual triples (head, relationship, tail) forming a cont...	[ { "completion_tokens": 11253, "prompt_tokens": 1298, "total_tokens": 12551 } ]
[ "Q85865549", "P40", "Q853" ]	[ "Q777997", "P40", "Q853" ]	[ "Q777997", "P106", "Q36180" ]	[ "Maria Tarkowska", "child", "Andrei Tarkovsky" ]	[ "Arseny Tarkovsky", "child", "Andrei Tarkovsky" ]	[ "Arseny Tarkovsky", "occupation", "writer" ]	Q853__P40	false	Task: Generate a Natural Language Query. You will be given input in the following format: Concept A: entity1 Concept B: entity2 Concept C: (concept B, rel, entity3) Concept A and Concept C are connected via an independent concept B. Concept C is a property of Concept B, which the person is supposed to guess. You...	What are different ways of connecting Maria Tarkowska and someone who is known for their work as a writer?	Maria Tarkowska	writer	occupation	501	Query: What are different ways of connecting Maria Tarkowska and someone who is known for their work as a writer? Task: Identify how two real-world entities are connected by producing MANY connection paths. A connection path is a sequence of factual triples (head, relationship, tail) forming a continuous chain that be...	[ "<think> I'm trying to identify who Maria Tarkowska is—she could be connected to Andrzej Tarkowski the biologist, or possibly related to Andrei Tarkovsky. Let me reconsider: Andrei Tarkovsky's mother was actually Maria Vishnyakova, and his father Arseny was a poet, so that's not the connection I'm looking for.\n\nW...	[ "Query: What are different ways of connecting Maria Tarkowska and someone who is known for their work as a writer?\n\nTask: Identify how two real-world entities are connected by producing MANY connection paths. A connection path is a sequence of factual triples (head, relationship, tail) forming a continuous chain ...	[ { "completion_tokens": 3248, "prompt_tokens": 1299, "total_tokens": 4547 } ]
[ "Q9697254", "P162", "Q10304095" ]	[ "Q10320642", "P162", "Q10304095" ]	[ "Q10304095", "P106", "Q222344" ]	[ "Carlos Niemeyer", "producer", "Isto É Pelé" ]	[ "Luiz Carlos Barreto", "producer", "Isto É Pelé" ]	[ "Isto É Pelé", "occupation", "cinematographer" ]	Q10304095__P162	false	Task: Generate a Natural Language Query. You will be given input in the following format: Concept A: entity1 Concept B: entity2 Concept C: (concept B, rel, entity3) Concept A and Concept C are connected via an independent concept B. Concept C is a property of Concept B, which the person is supposed to guess. You...	What are different ways of connecting Isto É Pelé, a notable figure in sports, and someone who works as a cinematographer?	Isto É Pelé	cinematographer	occupation	502	Query: What are different ways of connecting Isto É Pelé, a notable figure in sports, and someone who works as a cinematographer? Task: Identify how two real-world entities are connected by producing MANY connection paths. A connection path is a sequence of factual triples (head, relationship, tail) forming a continuo...	[ "<think> I'm looking at the 1974 Brazilian documentary \"Isto É Pelé\" directed by Eduardo Escorel and Luiz Carlos Saldanha, trying to trace a connection to a cinematographer. I'm not immediately certain who handled the cinematography, so I'm thinking through different angles—maybe exploring who else worked on the ...	[ "Query: What are different ways of connecting Isto É Pelé, a notable figure in sports, and someone who works as a cinematographer?\n\nTask: Identify how two real-world entities are connected by producing MANY connection paths. A connection path is a sequence of factual triples (head, relationship, tail) forming a c...	[ { "completion_tokens": 2155, "prompt_tokens": 1308, "total_tokens": 3463 } ]
[ "Q92823", "P166", "Q185667" ]	[ "Q93154", "P166", "Q185667" ]	[ "Q93154", "P108", "Q503424" ]	[ "Edward Feigenbaum", "award received", "Turing Award" ]	[ "Leslie Valiant", "award received", "Turing Award" ]	[ "Leslie Valiant", "employer", "University of Leeds" ]	Q185667__P166	false	Task: Generate a Natural Language Query. You will be given input in the following format: Concept A: entity1 Concept B: entity2 Concept C: (concept B, rel, entity3) Concept A and Concept C are connected via an independent concept B. Concept C is a property of Concept B, which the person is supposed to guess. You...	What are different ways of connecting Edward Feigenbaum, a pioneer in artificial intelligence, and someone who has been employed at the University of Leeds?	Edward Feigenbaum	University of Leeds	employer	503	Query: What are different ways of connecting Edward Feigenbaum, a pioneer in artificial intelligence, and someone who has been employed at the University of Leeds? Task: Identify how two real-world entities are connected by producing MANY connection paths. A connection path is a sequence of factual triples (head, rela...	[ "<think> I'm looking for connections between Edward Feigenbaum and someone at the University of Leeds—Anthony Cohn seems like a promising lead since he works in AI and knowledge representation. Let me trace potential paths through Turing Award winners and other prominent figures in the field.\n\nFeigenbaum's adviso...	[ "Query: What are different ways of connecting Edward Feigenbaum, a pioneer in artificial intelligence, and someone who has been employed at the University of Leeds?\n\nTask: Identify how two real-world entities are connected by producing MANY connection paths. A connection path is a sequence of factual triples (hea...	[ { "completion_tokens": 2404, "prompt_tokens": 1323, "total_tokens": 3727 } ]
[ "Q414043", "P2293", "Q11081" ]	[ "Q18043072", "P2293", "Q11081" ]	[ "Q18043072", "P684", "Q18296493" ]	[ "RELN", "genetic association", "Alzheimer's disease" ]	[ "PLEKHG1", "genetic association", "Alzheimer's disease" ]	[ "PLEKHG1", "ortholog", "Plekhg1" ]	Q11081__P2293	false	Task: Generate a Natural Language Query. You will be given input in the following format: Concept A: entity1 Concept B: entity2 Concept C: (concept B, rel, entity3) Concept A and Concept C are connected via an independent concept B. Concept C is a property of Concept B, which the person is supposed to guess. You...	What are different ways of connecting RELN, a protein involved in brain development, and a substance that is an ortholog of PLEKHG1?	RELN	Plekhg1	ortholog	504	Query: What are different ways of connecting RELN, a protein involved in brain development, and a substance that is an ortholog of PLEKHG1? Task: Identify how two real-world entities are connected by producing MANY connection paths. A connection path is a sequence of factual triples (head, relationship, tail) forming ...	[ "<think> I'm looking for a path from the RELN gene to a triple ending with Plekhg1 as an ortholog. Since Plekhg1 is the mouse version of human PLEKHG1, I need to find how RELN connects to PLEKHG1 in the human genes, then trace to the ortholog relationship.\n\nBoth genes are expressed in the brain and encode protein...	[ "Query: What are different ways of connecting RELN, a protein involved in brain development, and a substance that is an ortholog of PLEKHG1?\n\nTask: Identify how two real-world entities are connected by producing MANY connection paths. A connection path is a sequence of factual triples (head, relationship, tail) f...	[ { "completion_tokens": 1902, "prompt_tokens": 1303, "total_tokens": 3205 } ]
[ "Q32450", "P161", "Q19513752" ]	[ "Q32450", "P161", "Q266335" ]	[ "Q266335", "P106", "Q2259451" ]	[ "Pretty Little Liars", "cast member", "Steven Krueger" ]	[ "Pretty Little Liars", "cast member", "Charlotte Rae" ]	[ "Charlotte Rae", "occupation", "stage actor" ]	Q32450__P161	false	Task: Generate a Natural Language Query. You will be given input in the following format: Concept A: entity1 Concept B: entity2 Concept C: (concept B, rel, entity3) Concept A and Concept C are connected via an independent concept B. Concept C is a property of Concept B, which the person is supposed to guess. You...	What are different ways of connecting Steven Krueger, an actor, and someone who is known for their work as a stage actor?	Steven Krueger	stage actor	occupation	505	Query: What are different ways of connecting Steven Krueger, an actor, and someone who is known for their work as a stage actor? Task: Identify how two real-world entities are connected by producing MANY connection paths. A connection path is a sequence of factual triples (head, relationship, tail) forming a continuou...	[ "<think> I'm mapping out Steven Krueger's connections through his major roles—pulling together cast members from The Originals and Yellowjackets to trace potential paths to someone with a stage actor background.\n\nNow I'm considering which of these co-stars might have \"stage actor\" listed as an occupation. Danie...	[ "Query: What are different ways of connecting Steven Krueger, an actor, and someone who is known for their work as a stage actor?\n\nTask: Identify how two real-world entities are connected by producing MANY connection paths. A connection path is a sequence of factual triples (head, relationship, tail) forming a co...	[ { "completion_tokens": 3993, "prompt_tokens": 1302, "total_tokens": 5295 } ]
[ "Q47300912", "P161", "Q68693618" ]	[ "Q47300912", "P161", "Q11833617" ]	[ "Q11833617", "P69", "Q688872" ]	[ "Once Upon a Time in Hollywood", "cast member", "Eddie Perez" ]	[ "Once Upon a Time in Hollywood", "cast member", "Rafał Zawierucha" ]	[ "Rafał Zawierucha", "educated at", "Aleksander Zelwerowicz National Academy of Dramatic Art" ]	Q47300912__P161	false	Task: Generate a Natural Language Query. You will be given input in the following format: Concept A: entity1 Concept B: entity2 Concept C: (concept B, rel, entity3) Concept A and Concept C are connected via an independent concept B. Concept C is a property of Concept B, which the person is supposed to guess. You...	What are different ways of connecting Eddie Perez, the actor, and someone who was educated at the Aleksander Zelwerowicz National Academy of Dramatic Art?	Eddie Perez	Aleksander Zelwerowicz National Academy of Dramatic Art	educated at	506	Query: What are different ways of connecting Eddie Perez, the actor, and someone who was educated at the Aleksander Zelwerowicz National Academy of Dramatic Art? Task: Identify how two real-world entities are connected by producing MANY connection paths. A connection path is a sequence of factual triples (head, relati...	[ "<think> I'm looking for a connection between Eddie Perez and someone from the Aleksander Zelwerowicz National Academy of Dramatic Art in Warsaw. The school has produced some major figures in Polish cinema like Wajda, Polanski, and Cybulski, so there might be a link through film or theater work. I'm not certain Edd...	[ "Query: What are different ways of connecting Eddie Perez, the actor, and someone who was educated at the Aleksander Zelwerowicz National Academy of Dramatic Art?\n\nTask: Identify how two real-world entities are connected by producing MANY connection paths. A connection path is a sequence of factual triples (head,...	[ { "completion_tokens": 4101, "prompt_tokens": 1342, "total_tokens": 5443 } ]
[ "Q2386801", "P463", "Q18852" ]	[ "Q23696663", "P463", "Q18852" ]	[ "Q23696663", "P19", "Q1024900" ]	[ "Ian Watkins", "member of", "Lostprophets" ]	[ "Lee Gaze", "member of", "Lostprophets" ]	[ "Lee Gaze", "place of birth", "Pontypridd" ]	Q18852__P463	false	Task: Generate a Natural Language Query. You will be given input in the following format: Concept A: entity1 Concept B: entity2 Concept C: (concept B, rel, entity3) Concept A and Concept C are connected via an independent concept B. Concept C is a property of Concept B, which the person is supposed to guess. You...	What are different ways of connecting Ian Watkins, the musician, and someone who was born in Pontypridd?	Ian Watkins	Pontypridd	place of birth	507	Query: What are different ways of connecting Ian Watkins, the musician, and someone who was born in Pontypridd? Task: Identify how two real-world entities are connected by producing MANY connection paths. A connection path is a sequence of factual triples (head, relationship, tail) forming a continuous chain that begi...	[ "<think> I'm trying to figure out which Ian Watkins this is—either the Lostprophets frontman or the Steps member. The Lostprophets Ian was born in Merthyr Tydfil in February 1977, though he's often associated with Pontypridd where he was raised.\n\nActually, I'm recalling that Ian Watkins from Lostprophets was born...	[ "Query: What are different ways of connecting Ian Watkins, the musician, and someone who was born in Pontypridd?\n\nTask: Identify how two real-world entities are connected by producing MANY connection paths. A connection path is a sequence of factual triples (head, relationship, tail) forming a continuous chain th...	[ { "completion_tokens": 3028, "prompt_tokens": 1303, "total_tokens": 4331 } ]
[ "Q42317913", "P463", "Q10682" ]	[ "Q42317718", "P463", "Q10682" ]	[ "Q42317718", "P40", "Q10685" ]	[ "Anastasie Goadec", "member of", "Sœurs Goadec" ]	[ "Eugénie Goadec", "member of", "Sœurs Goadec" ]	[ "Eugénie Goadec", "child", "Louise Ebrel" ]	Q10682__P463	false	Task: Generate a Natural Language Query. You will be given input in the following format: Concept A: entity1 Concept B: entity2 Concept C: (concept B, rel, entity3) Concept A and Concept C are connected via an independent concept B. Concept C is a property of Concept B, which the person is supposed to guess. You...	What are different ways of connecting Anastasie Goadec, a notable figure, and someone who is the parent of Louise Ebrel?	Anastasie Goadec	Louise Ebrel	child	508	Query: What are different ways of connecting Anastasie Goadec, a notable figure, and someone who is the parent of Louise Ebrel? Task: Identify how two real-world entities are connected by producing MANY connection paths. A connection path is a sequence of factual triples (head, relationship, tail) forming a continuous...	[ "<think> I'm mapping out the family relationships here. Anastasie Goadec is the sister of Eugénie Goadec, and Eugénie is Louise Ebrel's parent, so there's a clear path connecting them through siblinghood and parentage.\n\nI'm also considering alternative routes—like connecting through the Goadec Sisters group membe...	[ "Query: What are different ways of connecting Anastasie Goadec, a notable figure, and someone who is the parent of Louise Ebrel?\n\nTask: Identify how two real-world entities are connected by producing MANY connection paths. A connection path is a sequence of factual triples (head, relationship, tail) forming a con...	[ { "completion_tokens": 1509, "prompt_tokens": 1314, "total_tokens": 2823 } ]
[ "Q18049810", "P2293", "Q131755" ]	[ "Q18036469", "P2293", "Q131755" ]	[ "Q18036469", "P688", "Q22683556" ]	[ "MYOM3", "genetic association", "bipolar disorder" ]	[ "MGAT4A", "genetic association", "bipolar disorder" ]	[ "MGAT4A", "encodes", "Alpha-1,3-mannosyl-glycoprotein 4-beta-N-acetylglucosaminyltransferase A" ]	Q131755__P2293	false	Task: Generate a Natural Language Query. You will be given input in the following format: Concept A: entity1 Concept B: entity2 Concept C: (concept B, rel, entity3) Concept A and Concept C are connected via an independent concept B. Concept C is a property of Concept B, which the person is supposed to guess. You...	What are different ways of connecting MYOM3, a gene associated with muscle development, and a substance that encodes for Alpha-1,3-mannosyl-glycoprotein 4-beta-N-acetylglucosaminyltransferase A?	MYOM3	Alpha-1,3-mannosyl-glycoprotein 4-beta-N-acetylglucosaminyltransferase A	encodes	509	Query: What are different ways of connecting MYOM3, a gene associated with muscle development, and a substance that encodes for Alpha-1,3-mannosyl-glycoprotein 4-beta-N-acetylglucosaminyltransferase A? Task: Identify how two real-world entities are connected by producing MANY connection paths. A connection path is a s...	[ "<think> I'm identifying the target gene MGAT4A, which encodes Alpha-1,3-mannosyl-glycoprotein 4-beta-N-acetylglucosaminyltransferase A, and now I need to find connection paths from MYOM3 to this gene that end with that specific encoding relationship.\n\nLooking at what I know about both genes—they're both human pr...	[ "Query: What are different ways of connecting MYOM3, a gene associated with muscle development, and a substance that encodes for Alpha-1,3-mannosyl-glycoprotein 4-beta-N-acetylglucosaminyltransferase A?\n\nTask: Identify how two real-world entities are connected by producing MANY connection paths. A connection path...	[ { "completion_tokens": 1687, "prompt_tokens": 1379, "total_tokens": 3066 } ]
[ "Q2831", "P463", "Q43267" ]	[ "Q336222", "P463", "Q43267" ]	[ "Q336222", "P1303", "Q6607" ]	[ "Michael Jackson", "member of", "The Jackson 5" ]	[ "Tito Jackson", "member of", "The Jackson 5" ]	[ "Tito Jackson", "instrument", "guitar" ]	Q43267__P463	false	Task: Generate a Natural Language Query. You will be given input in the following format: Concept A: entity1 Concept B: entity2 Concept C: (concept B, rel, entity3) Concept A and Concept C are connected via an independent concept B. Concept C is a property of Concept B, which the person is supposed to guess. You...	What are different ways of connecting Michael Jackson, the iconic pop star, and someone who is known for playing the guitar?	Michael Jackson	guitar	instrument	510	Query: What are different ways of connecting Michael Jackson, the iconic pop star, and someone who is known for playing the guitar? Task: Identify how two real-world entities are connected by producing MANY connection paths. A connection path is a sequence of factual triples (head, relationship, tail) forming a contin...	[ "<think> I'm thinking through guitarists who've worked with Michael Jackson to find a path to the guitar instrument triple. Eddie Van Halen played the iconic solo on \"Beat It,\" Slash contributed to several tracks like \"Give In to Me\" and \"Black or White,\" and Steve Lukather worked on Thriller—these are the ke...	[ "Query: What are different ways of connecting Michael Jackson, the iconic pop star, and someone who is known for playing the guitar?\n\nTask: Identify how two real-world entities are connected by producing MANY connection paths. A connection path is a sequence of factual triples (head, relationship, tail) forming a...	[ { "completion_tokens": 2581, "prompt_tokens": 1303, "total_tokens": 3884 } ]
[ "Q41914", "P39", "Q192711" ]	[ "Q315338", "P39", "Q192711" ]	[ "Q315338", "P69", "Q3135913" ]	[ "Manmohan Singh", "position held", "Prime Minister of India" ]	[ "Vishwanath Pratap Singh", "position held", "Prime Minister of India" ]	[ "Vishwanath Pratap Singh", "educated at", "Savitribai Phule Pune University" ]	Q192711__P39	false	Task: Generate a Natural Language Query. You will be given input in the following format: Concept A: entity1 Concept B: entity2 Concept C: (concept B, rel, entity3) Concept A and Concept C are connected via an independent concept B. Concept C is a property of Concept B, which the person is supposed to guess. You...	What are different ways of connecting Manmohan Singh, the former Prime Minister of India, and someone who was educated at Savitribai Phule Pune University?	Manmohan Singh	Savitribai Phule Pune University	educated at	511	Query: What are different ways of connecting Manmohan Singh, the former Prime Minister of India, and someone who was educated at Savitribai Phule Pune University? Task: Identify how two real-world entities are connected by producing MANY connection paths. A connection path is a sequence of factual triples (head, relat...	[ "<think> I'm looking for connections between Manmohan Singh and alumni of Savitribai Phule Pune University. Vishwanathan Anand and Anil Kakodkar are confirmed alumni, while I'm checking whether figures like Raghuram Rajan and P. V. Narasimha Rao actually studied there—so far they don't seem to have.\n\nGoing throug...	[ "Query: What are different ways of connecting Manmohan Singh, the former Prime Minister of India, and someone who was educated at Savitribai Phule Pune University?\n\nTask: Identify how two real-world entities are connected by producing MANY connection paths. A connection path is a sequence of factual triples (head...	[ { "completion_tokens": 9229, "prompt_tokens": 1325, "total_tokens": 10554 } ]

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Dataset: connections-dev/connection_queries_jan12

This dataset was generated using the inference script with the following configuration:

Inference Parameters

Model Configuration

Model Name: claude-opus-4-7
Server URL: Not specified
API Key: Not provided
Request Timeout: 600 seconds

Query Configuration

Query Type: natural
Query Column: query
Sampling Type: original

Generation Parameters

Temperature: 0.7
Max Tokens: 32000
Number of Runs: 1
Chunk Size: Entire dataset
Effort Level: xhigh

Feature Flags

Step by Step Reasoning: False
Reasoning Enabled: True
No Curator: False
Index Filter: None (all samples)
Start Index: 500
End Index: None

Data Information

Input File: connections-dev/connection_queries_jan12
Number of Samples: 431
Output Filename: connection_queries_jan12__natural__s500__original__1__reasoning__xhigh__0.7__32000__claude-opus-4-7.jsonl

Dataset Structure

The dataset contains the following key columns:

query: The original query
entity_a: Starting entity
entity_b: Target entity
rel_b: Target relationship
path_prediction: Generated connection paths
prompt_for_path: Prompts used for path generation

Usage

You can load this dataset using:

from datasets import load_dataset

dataset = load_dataset("connections-dev/_natural_s500_original_1_reasoning_xhigh_0.7_32000_claude-opus-4-7")

Generation Details

This dataset was generated on 2026-05-05 16:22:23 using the inference pipeline with the above configuration.

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