Datasets:

connections-dev
/

rag-gpt4mini-hard10-20260318-181105

query stringclasses 10 values	metadata dict	prompting_information dict	path_prediction listlengths 7 10	cost_usd float64 0 0	raw_output stringclasses 10 values	run_metadata stringclasses 10 values	retrieval_entity_a stringclasses 10 values	retrieval_entity_b stringclasses 10 values	retrieval_shared_pages stringclasses 9 values
What are different ways of connecting Josefa Edralin Marcos, a notable figure in Philippine history, and someone who is a lawyer?	{ "triple1": [ "Q21207926", "P40", "Q1463" ], "triple1_labels": [ "Josefa Edralin Marcos", "child", "Ferdinand Marcos" ], "triple2": [ "Q2854731", "P40", "Q1463" ], "triple2_labels": [ "Mariano Marcos", "child", "Ferdinand Marcos" ], "triple3": [ "Q2...	{ "entity_a": "Josefa Edralin Marcos", "entity_b": "lawyer", "rel_b": "occupation" }	[ "[[\"Josefa Edralin Marcos\", \"mother of\", \"Ferdinand Marcos\"], [\"Ferdinand Marcos\", \"occupation\", \"lawyer\"]]", "[[\"Josefa Edralin Marcos\", \"mother of\", \"Ferdinand Marcos\"], [\"Ferdinand Marcos\", \"father of\", \"Bongbong Marcos\"], [\"Bongbong Marcos\", \"occupation\", \"lawyer\"]]", "[[\"Jose...	0.001574	<answer> [ [ ["Josefa Edralin Marcos", "mother of", "Ferdinand Marcos"], ["Ferdinand Marcos", "occupation", "lawyer"] ], [ ["Josefa Edralin Marcos", "mother of", "Ferdinand Marcos"], ["Ferdinand Marcos", "father of", "Bongbong Marcos"], ["Bongbong Marcos", "occupation", "lawyer"] ], [ ...	{"steps": [{"step": "retrieval", "entity_a_found": true, "entity_b_found": true, "shared_pages_found": 3}, {"step": "generation", "model": "gpt-4.1-mini-2025-04-14", "prompt": "You are an expert knowledge-graph reasoner with access to retrieved facts.\nYour task is to find as many FACTUAL, DIVERSE, and STRONG multi-hop...	{"title": "Josefa Edralin Marcos", "url": "https://en.wikipedia.org/wiki/Josefa_Edralin_Marcos", "summary": "The Marcos family of Ilocos Norte is a political family in the Philippines. They have established themselves in the country's politics, having established a political dynasty that traces its beginnings to the 19...	{"title": "lawyer", "url": "https://en.wikipedia.org/wiki/lawyer", "summary": "A lawyer is a person who is qualified to offer advice about the law, draft legal documents, or represent individuals in legal matters. The exact nature of a lawyer's work varies depending on the legal jurisdiction and the legal system, as we...	[{"title": "Ferdinand Marcos", "url": "https://en.wikipedia.org/wiki/Ferdinand_Marcos", "snippet": "Ferdinand Emmanuel Edralin Marcos Sr. was a Filipino lawyer, military officer, and politician who served as the tenth and longest serving president of the Philippines from 1965 to 1986."}, {"title": "Mariano Marcos", "ur...
What are different ways of connecting chlorpromazine, a medication used to treat various mental health conditions, and a substance that physically interacts with the cholinergic receptor nicotinic alpha 1 subunit?	{ "triple1": [ "Q407972", "P2175", "Q47790" ], "triple1_labels": [ "chlorpromazine", "medical condition treated", "tetanus" ], "triple2": [ "Q20817012", "P2175", "Q47790" ], "triple2_labels": [ "metocurine iodide", "medical condition treated", "tetanus" ],...	{ "entity_a": "chlorpromazine", "entity_b": "Cholinergic receptor nicotinic alpha 1 subunit", "rel_b": "physically interacts with" }	[ "[[\"Chlorpromazine\", \"physically interacts with\", \"Dopamine receptor D2\"], [\"Dopamine receptor D2\", \"physically interacts with\", \"Nicotinic acetylcholine receptor\"], [\"Nicotinic acetylcholine receptor\", \"physically interacts with\", \"Cholinergic receptor nicotinic alpha 1 subunit\"]]", "[[\"Chlorp...	0.001702	<answer> [ [ ["Chlorpromazine", "physically interacts with", "Dopamine receptor D2"], ["Dopamine receptor D2", "physically interacts with", "Nicotinic acetylcholine receptor"], ["Nicotinic acetylcholine receptor", "physically interacts with", "Cholinergic receptor nicotinic alpha 1 subunit"] ], [ ...	{"steps": [{"step": "retrieval", "entity_a_found": true, "entity_b_found": true, "shared_pages_found": 1}, {"step": "generation", "model": "gpt-4.1-mini-2025-04-14", "prompt": "You are an expert knowledge-graph reasoner with access to retrieved facts.\nYour task is to find as many FACTUAL, DIVERSE, and STRONG multi-hop...	{"title": "chlorpromazine", "url": "https://en.wikipedia.org/wiki/chlorpromazine", "summary": "Chlorpromazine (CPZ), marketed under the brand names Thorazine and Largactil among others, is an antipsychotic medication. It is primarily used to treat psychotic disorders such as schizophrenia. Other uses include the treatm...	{"title": "Nicotinic acetylcholine receptor", "url": "https://en.wikipedia.org/wiki/Nicotinic_acetylcholine_receptor", "summary": "Nicotinic acetylcholine receptors, or nAChRs, are receptor polypeptides that respond to the neurotransmitter acetylcholine. Nicotinic receptors also respond to drugs such as the agonist ni...	[{"title": "Acetylcholine receptor", "url": "https://en.wikipedia.org/wiki/Acetylcholine_receptor", "snippet": "An acetylcholine receptor (abbreviated AChR) or a cholinergic receptor is an integral membrane protein that responds to the binding of acetylcholine, a neurotransmitter. Acetylcholine receptors play varying r...
What are different ways of connecting Andrew Goodpaster, a notable military leader, and someone who is the parent of John Podhoretz?	{ "triple1": [ "Q505291", "P166", "Q17144" ], "triple1_labels": [ "Andrew Goodpaster", "award received", "Presidential Medal of Freedom" ], "triple2": [ "Q945011", "P166", "Q17144" ], "triple2_labels": [ "Norman Podhoretz", "award received", "Presidential Me...	{ "entity_a": "Andrew Goodpaster", "entity_b": "John Podhoretz", "rel_b": "child" }	[ "[[\"Andrew Goodpaster\", \"served as\", \"Supreme Allied Commander Europe (SACEUR)\"], [\"Supreme Allied Commander Europe (SACEUR)\", \"held by\", \"Norman Podhoretz\"], [\"Norman Podhoretz\", \"child\", \"John Podhoretz\"]]", "[[\"Andrew Goodpaster\", \"superintendent of\", \"United States Military Academy\"], ...	0.001588	<answer> [ [ ["Andrew Goodpaster", "served as", "Supreme Allied Commander Europe (SACEUR)"], ["Supreme Allied Commander Europe (SACEUR)", "held by", "Norman Podhoretz"], ["Norman Podhoretz", "child", "John Podhoretz"] ], [ ["Andrew Goodpaster", "superintendent of", "United States Military Academy"...	{"steps": [{"step": "retrieval", "entity_a_found": true, "entity_b_found": true, "shared_pages_found": 3}, {"step": "generation", "model": "gpt-4.1-mini-2025-04-14", "prompt": "You are an expert knowledge-graph reasoner with access to retrieved facts.\nYour task is to find as many FACTUAL, DIVERSE, and STRONG multi-hop...	{"title": "Andrew Goodpaster", "url": "https://en.wikipedia.org/wiki/Andrew_Goodpaster", "summary": "Andrew Jackson Goodpaster was a United States Army general who served as NATO's Supreme Allied Commander, Europe (SACEUR), from 1 July 1969, and Commander in Chief of the United States European Command (CINCEUR) from 5 ...	{"title": "John Podhoretz", "url": "https://en.wikipedia.org/wiki/John_Podhoretz", "summary": "John Mordecai Podhoretz (; born 1961) is an American journalist and conservative political commentator. The son of writers Norman Podhoretz and Midge Decter, he has been the editor of the magazine Commentary since 2009, a pos...	[{"title": "Committee on the Present Danger", "url": "https://en.wikipedia.org/wiki/Committee_on_the_Present_Danger", "snippet": ""}, {"title": "Brett Kavanaugh", "url": "https://en.wikipedia.org/wiki/Brett_Kavanaugh", "snippet": ""}, {"title": "List of Presidential Medal of Freedom recipients", "url": "https://en.wiki...
What are different ways of connecting distigmine, a chemical compound, and a substance that physically interacts with Acetylcholinesterase?	{ "triple1": [ "Q27149809", "P2175", "Q8285" ], "triple1_labels": [ "distigmine", "medical condition treated", "myasthenia gravis" ], "triple2": [ "Q410546", "P2175", "Q8285" ], "triple2_labels": [ "neostigmine", "medical condition treated", "myasthenia grav...	{ "entity_a": "distigmine", "entity_b": "Acetylcholinesterase", "rel_b": "physically interacts with" }	[ "[[\"Distigmine\", \"is a\", \"acetylcholinesterase inhibitor\"], [\"acetylcholinesterase inhibitor\", \"physically interacts with\", \"Acetylcholinesterase\"]]", "[[\"Distigmine\", \"is similar to\", \"Neostigmine\"], [\"Neostigmine\", \"is an\", \"acetylcholinesterase inhibitor\"], [\"acetylcholinesterase inhib...	0.001642	<answer> [ [ ["Distigmine", "is a", "acetylcholinesterase inhibitor"], ["acetylcholinesterase inhibitor", "physically interacts with", "Acetylcholinesterase"] ], [ ["Distigmine", "is similar to", "Neostigmine"], ["Neostigmine", "is an", "acetylcholinesterase inhibitor"], ["acetylcholinesterase...	{"steps": [{"step": "retrieval", "entity_a_found": true, "entity_b_found": true, "shared_pages_found": 4}, {"step": "generation", "model": "gpt-4.1-mini-2025-04-14", "prompt": "You are an expert knowledge-graph reasoner with access to retrieved facts.\nYour task is to find as many FACTUAL, DIVERSE, and STRONG multi-hop...	{"title": "distigmine", "url": "https://en.wikipedia.org/wiki/distigmine", "summary": "Distigmine (as distigmine bromide) is a parasympathomimetic. Distigmine is similar to pyridostigmine and neostigmine but has a longer duration of action. It is available as tablets on prescription only.", "facts": ["Distigmine (as di...	{"title": "Acetylcholinesterase", "url": "https://en.wikipedia.org/wiki/Acetylcholinesterase", "summary": "Acetylcholinesterase, also known as AChE, AChase or acetylhydrolase, is the primary cholinesterase in the body. It is an enzyme that catalyzes the breakdown of acetylcholine and some other choline esters that func...	[{"title": "Acetylcholinesterase", "url": "https://en.wikipedia.org/wiki/Acetylcholinesterase", "snippet": "Acetylcholinesterase, also known as AChE, AChase or acetylhydrolase, is the primary cholinesterase in the body. It is an enzyme that catalyzes the breakdown of acetylcholine and some other choline esters that fun...
What are different ways of connecting COL1A1, a gene associated with collagen production, and a substance that is located on human chromosome 3?	{ "triple1": [ "Q14881725", "P2293", "Q128581" ], "triple1_labels": [ "COL1A1", "genetic association", "breast cancer" ], "triple2": [ "Q14911585", "P2293", "Q128581" ], "triple2_labels": [ "TGFBR2", "genetic association", "breast cancer" ], "triple3": [...	{ "entity_a": "COL1A1", "entity_b": "human chromosome 3", "rel_b": "chromosome" }	[ "[[\"COL1A1\", \"encoded by gene located on\", \"human chromosome 17\"], [\"human chromosome 17\", \"shares gene families with\", \"human chromosome 3\"], [\"human chromosome 3\", \"chromosome\", \"human chromosome 3\"]]", "[[\"COL1A1\", \"encodes protein\", \"type I collagen\"], [\"type I collagen\", \"interacts...	0.001602	<answer> [ [ ["COL1A1", "encoded by gene located on", "human chromosome 17"], ["human chromosome 17", "shares gene families with", "human chromosome 3"], ["human chromosome 3", "chromosome", "human chromosome 3"] ], [ ["COL1A1", "encodes protein", "type I collagen"], ["type I collagen", "inter...	{"steps": [{"step": "retrieval", "entity_a_found": true, "entity_b_found": true, "shared_pages_found": 2}, {"step": "generation", "model": "gpt-4.1-mini-2025-04-14", "prompt": "You are an expert knowledge-graph reasoner with access to retrieved facts.\nYour task is to find as many FACTUAL, DIVERSE, and STRONG multi-hop...	{"title": "COL1A1", "url": "https://en.wikipedia.org/wiki/COL1A1", "summary": "Collagen, type I, alpha 1, also known as alpha-1 type I collagen, is a protein that in humans is encoded by the COL1A1 gene. COL1A1 encodes the major component of type I collagen, the fibrillar collagen found in most connective tissues, inc...	{"title": "human chromosome 3", "url": "https://en.wikipedia.org/wiki/human_chromosome_3", "summary": "Chromosome 3 is one of the 23 pairs of chromosomes in humans. People normally have two copies of this chromosome. Chromosome 3 spans more than 201 million base pairs (the building material of DNA) and represents about...	[{"title": "Chromosome 17", "url": "https://en.wikipedia.org/wiki/Chromosome_17", "snippet": "Chromosome 17 is one of the 23 pairs of chromosomes in humans. People normally have two copies of this chromosome."}, {"title": "Collagen, type I, alpha 1", "url": "https://en.wikipedia.org/wiki/Collagen,_type_I,_alpha_1", "sn...
What are different ways of connecting Mariano Marcos, a notable figure, and someone who is the father of Josefa Edralin Marcos?	{ "triple1": [ "Q2854731", "P40", "Q1463" ], "triple1_labels": [ "Mariano Marcos", "child", "Ferdinand Marcos" ], "triple2": [ "Q21207926", "P40", "Q1463" ], "triple2_labels": [ "Josefa Edralin Marcos", "child", "Ferdinand Marcos" ], "triple3": [ "Q2...	{ "entity_a": "Mariano Marcos", "entity_b": "Fructuoso Carpio Edralin", "rel_b": "father" }	[ "[[\"Mariano Marcos\", \"father\", \"Josefa Edralin Marcos\"], [\"Josefa Edralin Marcos\", \"father\", \"Fructuoso Carpio Edralin\"]]", "[[\"Mariano Marcos\", \"father\", \"Ferdinand Marcos\"], [\"Ferdinand Marcos\", \"mother\", \"Josefa Edralin Marcos\"], [\"Josefa Edralin Marcos\", \"father\", \"Fructuoso Carpi...	0.001679	<answer> [ [ ["Mariano Marcos", "father", "Josefa Edralin Marcos"], ["Josefa Edralin Marcos", "father", "Fructuoso Carpio Edralin"] ], [ ["Mariano Marcos", "father", "Ferdinand Marcos"], ["Ferdinand Marcos", "mother", "Josefa Edralin Marcos"], ["Josefa Edralin Marcos", "father", "Fructuoso Car...	{"steps": [{"step": "retrieval", "entity_a_found": true, "entity_b_found": true, "shared_pages_found": 1}, {"step": "generation", "model": "gpt-4.1-mini-2025-04-14", "prompt": "You are an expert knowledge-graph reasoner with access to retrieved facts.\nYour task is to find as many FACTUAL, DIVERSE, and STRONG multi-hop...	{"title": "Mariano Marcos", "url": "https://en.wikipedia.org/wiki/Mariano_Marcos", "summary": "Mariano Marcos y Rubio was a lawyer, educator, and politician from Batac, Ilocos Norte, Philippines. A Congressman from 1925 to 1931, he is best known for being the father of Ferdinand Marcos, who was the president of the Phi...	{"title": "Marcos family", "url": "https://en.wikipedia.org/wiki/Marcos_family", "summary": "The Marcos family of Ilocos Norte is a political family in the Philippines. They have established themselves in the country's politics, having established a political dynasty that traces its beginnings to the 1925 election of M...	[{"title": "Marcos family", "url": "https://en.wikipedia.org/wiki/Marcos_family", "snippet": "The Marcos family of Ilocos Norte is a political family in the Philippines. They have established themselves in the country's politics, having established a political dynasty that traces its beginnings to the 1925 election of ...
What are different ways of connecting aripiprazole, a medication used to treat mental health conditions, and a substance that is found in the taxon Lycoris traubii?	{ "triple1": [ "Q411188", "P2175", "Q11081" ], "triple1_labels": [ "aripiprazole", "medical condition treated", "Alzheimer's disease" ], "triple2": [ "Q412690", "P2175", "Q11081" ], "triple2_labels": [ "galantamine", "medical condition treated", "Alzheimer's...	{ "entity_a": "aripiprazole", "entity_b": "Lycoris traubii", "rel_b": "found in taxon" }	[ "[[\"Aripiprazole\", \"is a\", \"antipsychotic drug\"], [\"Antipsychotic drug\", \"is derived from\", \"chemical compounds\"], [\"Chemical compounds\", \"include\", \"alkaloids\"], [\"Alkaloids\", \"include\", \"lycorine\"], [\"Lycorine\", \"found in taxon\", \"Lycoris traubii\"]]", "[[\"Aripiprazole\", \"used to...	0.001854	<answer> [ [ ["Aripiprazole", "is a", "antipsychotic drug"], ["Antipsychotic drug", "is derived from", "chemical compounds"], ["Chemical compounds", "include", "alkaloids"], ["Alkaloids", "include", "lycorine"], ["Lycorine", "found in taxon", "Lycoris traubii"] ], [ ["Aripiprazole", "used ...	{"steps": [{"step": "retrieval", "entity_a_found": true, "entity_b_found": false, "shared_pages_found": 0}, {"step": "generation", "model": "gpt-4.1-mini-2025-04-14", "prompt": "You are an expert knowledge-graph reasoner with access to retrieved facts.\nYour task is to find as many FACTUAL, DIVERSE, and STRONG multi-ho...	{"title": "aripiprazole", "url": "https://en.wikipedia.org/wiki/aripiprazole", "summary": "Aripiprazole, sold under the brand name Abilify, among others, is an atypical antipsychotic primarily used in the treatment of schizophrenia, mania in bipolar disorder, and irritability associated with autism spectrum disorder; o...	{"title": "Lycoris traubii", "url": "", "summary": "", "facts": [], "found": false}	[]
What are different ways of connecting "How I Met Your Mother," the popular television series, and someone who is the spouse of Dan Levy?	{ "triple1": [ "Q50737044", "P161", "Q147235" ], "triple1_labels": [ "Jude Will", "cast member", "How I Met Your Mother" ], "triple2": [ "Q1976946", "P161", "Q147235" ], "triple2_labels": [ "Rachel Specter", "cast member", "How I Met Your Mother" ], "tri...	{ "entity_a": "How I Met Your Mother", "entity_b": "Dan Levy", "rel_b": "spouse" }	[ "[[\"How I Met Your Mother\", \"created by\", \"Carter Bays\"], [\"Carter Bays\", \"collaborated with\", \"Dan Levy\"], [\"Dan Levy\", \"spouse\", \"Sarah Levy\"]]", "[[\"How I Met Your Mother\", \"aired on\", \"CBS\"], [\"CBS\", \"aired\", \"Schitt's Creek\"], [\"Schitt's Creek\", \"starred\", \"Dan Levy\"], [\"...	0.001494	<answer> [ [ ["How I Met Your Mother", "created by", "Carter Bays"], ["Carter Bays", "collaborated with", "Dan Levy"], ["Dan Levy", "spouse", "Sarah Levy"] ], [ ["How I Met Your Mother", "aired on", "CBS"], ["CBS", "aired", "Schitt's Creek"], ["Schitt's Creek", "starred", "Dan Levy"], ...	{"steps": [{"step": "retrieval", "entity_a_found": true, "entity_b_found": true, "shared_pages_found": 1}, {"step": "generation", "model": "gpt-4.1-mini-2025-04-14", "prompt": "You are an expert knowledge-graph reasoner with access to retrieved facts.\nYour task is to find as many FACTUAL, DIVERSE, and STRONG multi-hop...	{"title": "How I Met Your Mother", "url": "https://en.wikipedia.org/wiki/How_I_Met_Your_Mother", "summary": "How I Met Your Mother (often abbreviated HIMYM) is an American sitcom created by Craig Thomas and Carter Bays for CBS. The series, which aired from September 19, 2005, to March 31, 2014, follows main character T...	{"title": "Dan Levy", "url": "https://en.wikipedia.org/wiki/Dan_Levy", "summary": "Daniel or Dan Levy may refer to:", "facts": ["Daniel or Dan Levy may refer to:"], "found": true}	[{"title": "How I Met Your Father", "url": "https://en.wikipedia.org/wiki/How_I_Met_Your_Father", "snippet": "How I Met Your Father (abbreviated as HIMYF) is an American sitcom created by Isaac Aptaker and Elizabeth Berger. It was released on Hulu from January 18, 2022, until July 11, 2023."}]
What are different ways of connecting NFIA, a gene involved in neural development, and a substance that is expressed in the skin of the hip?	{ "triple1": [ "Q18030075", "P2293", "Q11088" ], "triple1_labels": [ "NFIA", "genetic association", "coeliac disease" ], "triple2": [ "Q18026947", "P2293", "Q11088" ], "triple2_labels": [ "HLA-DQA1", "genetic association", "coeliac disease" ], "triple3":...	{ "entity_a": "NFIA", "entity_b": "skin of hip", "rel_b": "expressed in" }	[ "[[\"NFIA\", \"regulates expression of\", \"Catalase gene\"], [\"Catalase\", \"expressed in\", \"skin of hip\"]]", "[[\"NFIA\", \"involved in development of\", \"epidermal cells\"], [\"epidermal cells\", \"express\", \"Catalase\"], [\"Catalase\", \"expressed in\", \"skin of hip\"]]", "[[\"NFIA\", \"expressed in...	0.001262	<answer> [ [ ["NFIA", "regulates expression of", "Catalase gene"], ["Catalase", "expressed in", "skin of hip"] ], [ ["NFIA", "transcription factor in", "skin cells"], ["skin cells", "express catalase enzyme"], ["Catalase", "expressed in", "skin of hip"] ], [ ["NFIA", "involved in devel...	{"steps": [{"step": "retrieval", "entity_a_found": true, "entity_b_found": true, "shared_pages_found": 0}, {"step": "generation", "model": "gpt-4.1-mini-2025-04-14", "prompt": "You are an expert knowledge-graph reasoner with access to retrieved facts.\nYour task is to find as many FACTUAL, DIVERSE, and STRONG multi-hop...	{"title": "NFIA", "url": "https://en.wikipedia.org/wiki/NFIA", "summary": "Nuclear factor 1 A-type is a protein that in humans is encoded by the NFIA gene.", "facts": ["Nuclear factor 1 A-type is a protein that in humans is encoded by the NFIA gene."], "found": true}	{"title": "Catalase", "url": "https://en.wikipedia.org/wiki/Catalase", "summary": "Catalase is a common enzyme found in nearly all living organisms exposed to oxygen which catalyzes the decomposition of hydrogen peroxide to water and oxygen. It is a very important enzyme in protecting the cell from oxidative damage by ...	[]
"What are different ways of connecting (R,R)-asenapine, a chemical compound, and a substance that is(...TRUNCATED)	{"triple1":["Q50824517","P2175","Q41112"],"triple1_labels":["(R,R)-asenapine","medical condition tre(...TRUNCATED)	{ "entity_a": "(R,R)-asenapine", "entity_b": "Aripiprazole Sandoz", "rel_b": "active ingredient in" }	["[[\"(R,R)-asenapine\", \"is an\", \"atypical antipsychotic medication\"], [\"Aripiprazole\", \"is (...TRUNCATED)	0.001785	"<answer>\n[\n [\n [\"(R,R)-asenapine\", \"is an\", \"atypical antipsychotic medication\"],\n (...TRUNCATED)	"{\"steps\": [{\"step\": \"retrieval\", \"entity_a_found\": true, \"entity_b_found\": true, \"shared(...TRUNCATED)	"{\"title\": \"Asenapine\", \"url\": \"https://en.wikipedia.org/wiki/Asenapine\", \"summary\": \"Ase(...TRUNCATED)	"{\"title\": \"Quetiapine\", \"url\": \"https://en.wikipedia.org/wiki/Quetiapine\", \"summary\": \"Q(...TRUNCATED)	"[{\"title\": \"Antipsychotic\", \"url\": \"https://en.wikipedia.org/wiki/Antipsychotic\", \"snippet(...TRUNCATED)

rag-gpt4mini-hard10

Run timestamp: 2026-03-18T18:11:05 Benchmark: CREATE — associative reasoning via knowledge-graph path generation

Run Parameters

Parameter	Value
Mode	`rag`
Generator model	`gpt-4.1-mini-2025-04-14`
Scorer model	`gpt-4.1-mini-2025-04-14`
Temperature	`None`
Max tokens	`4096`
verify_factuality	`True`

Run Summary

Metric	Value
Instances processed	10
Total paths generated	97
Avg paths / instance	9.70
Min paths / instance	7
Max paths / instance	10
Total cost (USD)	$0.0162

Dataset Format

Each row contains:

query — the original CREATE benchmark query string
path_prediction — list of path strings, each a JSON array of [head, relation, tail] triples
cost_usd — LLM API cost for this instance in USD
All original CREATE fields (metadata, prompting_information, etc.)

Prompt Strategy: RAG-Augmented (Mode A)

A single LLM call augmented with Wikipedia retrieval. Pipeline:

Entity grounding — Wikipedia summaries and key facts are retrieved for both entity_a and entity_b, plus a shared-connections search for pages mentioning both.
RAG-augmented generation — the retrieved context is prepended to the prompt. The model is instructed to prioritize paths grounded in retrieved facts, and to note which retrieved fact grounds each path in its thinking.
Factuality pre-filter — a cheap scorer model verifies each triple in each path. Paths with any hallucinated triple are discarded before output.

The same strength-first, diversity-structured, and confidence-floor instructions from the single-model prompt are included.

Generated by create_solver

Downloads last month: 9

Number of rows:

Total file size:

80.1 kB