query stringlengths 104 213 | metadata dict | prompting_information dict | path_prediction listlengths 0 18 | reasoning_summary stringlengths 3.46k 8.57k | cost_usd float64 0.01 0.03 | run_metadata stringlengths 19.1k 48.2k | retrieval_entity_a stringlengths 73 1.84k | retrieval_entity_b stringlengths 83 1.83k | retrieval_shared_pages stringlengths 2 2.53k |
|---|---|---|---|---|---|---|---|---|---|
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\", \"family member of\", \"Ferdinand Marcos\"], [\"Ferdinand Marcos\", \"occupation\", \"lawyer\"]]",
"[[\"Josefa Edralin Marcos\", \"family member of\", \"Mariano Marcos\"], [\"Mariano Marcos\", \"occupation\", \"lawyer\"]]",
"[[\"Josefa Edralin Marcos\", \"member of\", \"Marcos fami... | [Round 0]
I'll work through this systematically to find multi-hop paths connecting Josefa Edralin Marcos to someone with the occupation "lawyer."
## Initial Analysis
**About Josefa Edralin Marcos:**
- She is a member of the Marcos family of Ilocos Norte
- The retrieved context doesn't provide extensive biographical d... | 0.021546 | {"rounds": [{"round": 0, "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 paths\nas possible connecting Josefa Edralin Marcos to lawyer via the relation \"occupation\".\n\nTask description:\nWhat are different ways... | {"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\", \"is a\", \"antipsychotic medication\"], [\"Antipsychotic medication\", \"affects\", \"acetylcholine system\"], [\"Acetylcholine\", \"binds to\", \"acetylcholine receptor\"], [\"Acetylcholine receptor\", \"includes\", \"Cholinergic receptor nicotinic alpha 1 subunit\"], [\"Acetylcholine\", \"... | [Round 0]
I need to find multi-hop paths connecting chlorpromazine to the Cholinergic receptor nicotinic alpha 1 subunit via "physically interacts with" relationships.
Let me analyze the retrieved context carefully:
**What I know:**
1. Chlorpromazine is an antipsychotic medication
2. The Cholinergic receptor nicotini... | 0.025774 | {"rounds": [{"round": 0, "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 paths\nas possible connecting chlorpromazine to Cholinergic receptor nicotinic alpha 1 subunit via the relation \"physically interacts with\... | {"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": "Alpha-7 nicotinic receptor", "url": "https://en.wikipedia.org/wiki/Alpha-7_nicotinic_receptor", "summary": "The alpha-7 nicotinic receptor, also known as the \u03b17 receptor, is a type of nicotinic acetylcholine receptor implicated in long-term memory, consisting entirely of \u03b17 subunits. As with other ... | [{"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\", \"member of\", \"Committee on the Present Danger\"], [\"Committee on the Present Danger\", \"included\", \"Norman Podhoretz\"], [\"Norman Podhoretz\", \"child\", \"John Podhoretz\"]]",
"[[\"Andrew Goodpaster\", \"member of\", \"Committee on the Present Danger\"], [\"Committee on the Pres... | [Round 0]
I need to find paths connecting Andrew Goodpaster to John Podhoretz via the "child" relation.
Let me first identify the critical constraint:
- **Who can be the parent of John Podhoretz?**
From the context: John Podhoretz is "the son of writers Norman Podhoretz and Midge Decter"
So the ONLY entities that... | 0.020143 | {"rounds": [{"round": 0, "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 paths\nas possible connecting Andrew Goodpaster to John Podhoretz via the relation \"child\".\n\nTask description:\nWhat are different ways ... | {"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 physica(...TRUNCATED) | {"triple1":["Q27149809","P2175","Q8285"],"triple1_labels":["distigmine","medical condition treated",(...TRUNCATED) | {
"entity_a": "distigmine",
"entity_b": "Acetylcholinesterase",
"rel_b": "physically interacts with"
} | ["[[\"Distigmine\", \"is a type of\", \"Acetylcholinesterase inhibitor\"], [\"Acetylcholinesterase i(...TRUNCATED) | "[Round 0]\nI'll work through this systematically to find factual, diverse, and strong multi-hop pat(...TRUNCATED) | 0.025751 | "{\"rounds\": [{\"round\": 0, \"prompt\": \"You are an expert knowledge-graph reasoner with access t(...TRUNCATED) | "{\"title\": \"distigmine\", \"url\": \"https://en.wikipedia.org/wiki/distigmine\", \"summary\": \"D(...TRUNCATED) | "{\"title\": \"Acetylcholinesterase\", \"url\": \"https://en.wikipedia.org/wiki/Acetylcholinesterase(...TRUNCATED) | "[{\"title\": \"Acetylcholinesterase\", \"url\": \"https://en.wikipedia.org/wiki/Acetylcholinesteras(...TRUNCATED) |
"What are different ways of connecting COL1A1, a gene associated with collagen production, and a sub(...TRUNCATED) | {"triple1":["Q14881725","P2293","Q128581"],"triple1_labels":["COL1A1","genetic association","breast (...TRUNCATED) | {
"entity_a": "COL1A1",
"entity_b": "human chromosome 3",
"rel_b": "chromosome"
} | ["[[\"COL1A1\", \"encodes\", \"Type I collagen\"], [\"Type I collagen\", \"cross-linked by\", \"LOXL(...TRUNCATED) | "[Round 0]\nI need to find multi-hop paths connecting COL1A1 to human chromosome 3 via the \"chromos(...TRUNCATED) | 0.025871 | "{\"rounds\": [{\"round\": 0, \"prompt\": \"You are an expert knowledge-graph reasoner with access t(...TRUNCATED) | "{\"title\": \"COL1A1\", \"url\": \"https://en.wikipedia.org/wiki/COL1A1\", \"summary\": \"Collagen,(...TRUNCATED) | "{\"title\": \"human chromosome 3\", \"url\": \"https://en.wikipedia.org/wiki/human_chromosome_3\", (...TRUNCATED) | "[{\"title\": \"Chromosome 17\", \"url\": \"https://en.wikipedia.org/wiki/Chromosome_17\", \"snippet(...TRUNCATED) |
"What are different ways of connecting Mariano Marcos, a notable figure, and someone who is the fath(...TRUNCATED) | {"triple1":["Q2854731","P40","Q1463"],"triple1_labels":["Mariano Marcos","child","Ferdinand Marcos"](...TRUNCATED) | {
"entity_a": "Mariano Marcos",
"entity_b": "Fructuoso Carpio Edralin",
"rel_b": "father"
} | ["[[\"Mariano Marcos\", \"father of\", \"Ferdinand Marcos\"], [\"Ferdinand Marcos\", \"sibling of\",(...TRUNCATED) | "[Round 0]\nI need to find paths connecting Mariano Marcos to Fructuoso Carpio Edralin via the \"fat(...TRUNCATED) | 0.020809 | "{\"rounds\": [{\"round\": 0, \"prompt\": \"You are an expert knowledge-graph reasoner with access t(...TRUNCATED) | "{\"title\": \"Mariano Marcos\", \"url\": \"https://en.wikipedia.org/wiki/Mariano_Marcos\", \"summar(...TRUNCATED) | "{\"title\": \"Marcos family\", \"url\": \"https://en.wikipedia.org/wiki/Marcos_family\", \"summary\(...TRUNCATED) | "[{\"title\": \"Marcos family\", \"url\": \"https://en.wikipedia.org/wiki/Marcos_family\", \"snippet(...TRUNCATED) |
"What are different ways of connecting aripiprazole, a medication used to treat mental health condit(...TRUNCATED) | {"triple1":["Q411188","P2175","Q11081"],"triple1_labels":["aripiprazole","medical condition treated"(...TRUNCATED) | {
"entity_a": "aripiprazole",
"entity_b": "Lycoris traubii",
"rel_b": "found in taxon"
} | ["[[\"aripiprazole\", \"is a\", \"dopamine D2 receptor partial agonist\"], [\"dopamine D2 receptor p(...TRUNCATED) | "[Round 0]\nI need to find paths connecting aripiprazole to Lycoris traubii via \"found in taxon\" r(...TRUNCATED) | 0.017818 | "{\"rounds\": [{\"round\": 0, \"prompt\": \"You are an expert knowledge-graph reasoner with access t(...TRUNCATED) | "{\"title\": \"aripiprazole\", \"url\": \"https://en.wikipedia.org/wiki/aripiprazole\", \"summary\":(...TRUNCATED) | "{\"title\": \"Lycoris traubii\", \"url\": \"\", \"summary\": \"\", \"facts\": [], \"found\": false}(...TRUNCATED) | [] |
"What are different ways of connecting \"How I Met Your Mother,\" the popular television series, and(...TRUNCATED) | {"triple1":["Q50737044","P161","Q147235"],"triple1_labels":["Jude Will","cast member","How I Met You(...TRUNCATED) | {
"entity_a": "How I Met Your Mother",
"entity_b": "Dan Levy",
"rel_b": "spouse"
} | ["[[\"How I Met Your Mother\", \"genre\", \"sitcom\"], [\"sitcom\", \"includes\", \"Schitt's Creek\"(...TRUNCATED) | "[Round 0]\nI need to find paths connecting \"How I Met Your Mother\" to someone who is the spouse o(...TRUNCATED) | 0.015642 | "{\"rounds\": [{\"round\": 0, \"prompt\": \"You are an expert knowledge-graph reasoner with access t(...TRUNCATED) | "{\"title\": \"How I Met Your Mother\", \"url\": \"https://en.wikipedia.org/wiki/How_I_Met_Your_Moth(...TRUNCATED) | "{\"title\": \"Dan Levy\", \"url\": \"https://en.wikipedia.org/wiki/Dan_Levy\", \"summary\": \"Danie(...TRUNCATED) | "[{\"title\": \"How I Met Your Father\", \"url\": \"https://en.wikipedia.org/wiki/How_I_Met_Your_Fat(...TRUNCATED) |
"What are different ways of connecting NFIA, a gene involved in neural development, and a substance (...TRUNCATED) | {"triple1":["Q18030075","P2293","Q11088"],"triple1_labels":["NFIA","genetic association","coeliac di(...TRUNCATED) | {
"entity_a": "NFIA",
"entity_b": "skin of hip",
"rel_b": "expressed in"
} | ["[[\"NFIA\", \"regulates expression of\", \"Catalase\"], [\"Catalase\", \"expressed in\", \"skin of(...TRUNCATED) | "[Round 0]\nI need to find multi-hop paths connecting NFIA to \"skin of hip\" via the relation \"exp(...TRUNCATED) | 0.018461 | "{\"rounds\": [{\"round\": 0, \"prompt\": \"You are an expert knowledge-graph reasoner with access t(...TRUNCATED) | "{\"title\": \"NFIA\", \"url\": \"https://en.wikipedia.org/wiki/NFIA\", \"summary\": \"Nuclear facto(...TRUNCATED) | "{\"title\": \"Catalase\", \"url\": \"https://en.wikipedia.org/wiki/Catalase\", \"summary\": \"Catal(...TRUNCATED) | [] |
"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\", \"therapeutic class\", \"atypical antipsychotic\"], [\"atypical antipsychot(...TRUNCATED) | "[Round 0]\nI need to find paths connecting (R,R)-asenapine to Aripiprazole Sandoz via \"active ingr(...TRUNCATED) | 0.021562 | "{\"rounds\": [{\"round\": 0, \"prompt\": \"You are an expert knowledge-graph reasoner with access t(...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) |
End of preview. Expand in Data Studio
rag-agentic-haiku-hard20
Run timestamp: 2026-03-18T15:19:30 Benchmark: CREATE — associative reasoning via knowledge-graph path generation
Run Parameters
| Parameter | Value |
|---|---|
| Mode | rag_agentic |
| Generator model | claude-haiku-4-5-20251001 |
| Temperature | None |
| Max tokens | 4096 |
Run Summary
| Metric | Value |
|---|---|
| Instances processed | 20 |
| Total paths generated | 240 |
| Avg paths / instance | 12.00 |
| Min paths / instance | 0 |
| Max paths / instance | 18 |
| Total cost (USD) | $0.3807 |
Dataset Format
Each row contains:
query— the original CREATE benchmark query stringpath_prediction— list of path strings, each a JSON array of[head, relation, tail]triplescost_usd— LLM API cost for this instance in USD- All original CREATE fields (metadata, prompting_information, etc.)
Generated by create_solver
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