AutoGraph-R1
Collection
Directly Optimizing Knowledge Graph Construction for RAG using Reinforcement Learning • 11 items • Updated • 2
data_source stringclasses 2
values | prompt listlengths 2 2 | ability stringclasses 1
value | reward_model dict | extra_info dict | metadata null |
|---|---|---|---|---|---|
musique_train | [
{
"content": "You are an expert knowledge graph constructor. \nYour task is to extract factual information from the provided text and represent it strictly as a JSON array of knowledge graph triples. \n\n### Output Format\n- The output must be a **JSON array**.\n- Each element in the array must be a **JSON ob... | graph_construction | {
"ground_truth": {
"target": [
"1960"
]
},
"style": "rule"
} | {
"index": "0",
"interaction_kwargs": {
"full_context": [
"Document 1: Houston: The Houston–The Woodlands–Sugar Land metropolitan area is served by one public television station and two public radio stations. KUHT (HoustonPBS) is a PBS member station and is the first public television station in the Unite... | null |
musique_train | [
{
"content": "You are an expert knowledge graph constructor. \nYour task is to extract factual information from the provided text and represent it strictly as a JSON array of knowledge graph triples. \n\n### Output Format\n- The output must be a **JSON array**.\n- Each element in the array must be a **JSON ob... | graph_construction | {
"ground_truth": {
"target": [
"1994"
]
},
"style": "rule"
} | {
"index": "1",
"interaction_kwargs": {
"full_context": [
"Document 1: East of England: The East of England is one of nine official regions of England at the first level of NUTS for statistical purposes. It was created in 1994 and was adopted for statistics from 1999. It includes the ceremonial counties o... | null |
musique_train | [
{
"content": "You are an expert knowledge graph constructor. \nYour task is to extract factual information from the provided text and represent it strictly as a JSON array of knowledge graph triples. \n\n### Output Format\n- The output must be a **JSON array**.\n- Each element in the array must be a **JSON ob... | graph_construction | {
"ground_truth": {
"target": [
"1999"
]
},
"style": "rule"
} | {
"index": "2",
"interaction_kwargs": {
"full_context": [
"Document 1: DePatie–Freleng Enterprises: DePatie–Freleng Enterprises, Inc. (also known as Mirisch–Geoffrey–DePatie–Freleng Productions when involved with the Mirisch brothers and Geoffrey Productions; and DFE Films) was an American animation produ... | null |
musique_train | [
{
"content": "You are an expert knowledge graph constructor. \nYour task is to extract factual information from the provided text and represent it strictly as a JSON array of knowledge graph triples. \n\n### Output Format\n- The output must be a **JSON array**.\n- Each element in the array must be a **JSON ob... | graph_construction | {
"ground_truth": {
"target": [
"1998"
]
},
"style": "rule"
} | {
"index": "3",
"interaction_kwargs": {
"full_context": [
"Document 1: Guinness World Records: Guinness Superlatives (later Guinness World Records) Limited was formed in 1954 to publish the first book. Sterling Publishing owned the rights to the Guinness book in the US for decades. The group was owned by ... | null |
musique_train | [
{
"content": "You are an expert knowledge graph constructor. \nYour task is to extract factual information from the provided text and represent it strictly as a JSON array of knowledge graph triples. \n\n### Output Format\n- The output must be a **JSON array**.\n- Each element in the array must be a **JSON ob... | graph_construction | {
"ground_truth": {
"target": [
"Czech Republic"
]
},
"style": "rule"
} | {
"index": "4",
"interaction_kwargs": {
"full_context": [
"Document 1: Hyderabad: Hyderabad is also home to a number of centres specialising in particular fields such as biomedical sciences, biotechnology and pharmaceuticals, such as the National Institute of Pharmaceutical Education and Research (NIPER) ... | null |
musique_train | [
{
"content": "You are an expert knowledge graph constructor. \nYour task is to extract factual information from the provided text and represent it strictly as a JSON array of knowledge graph triples. \n\n### Output Format\n- The output must be a **JSON array**.\n- Each element in the array must be a **JSON ob... | graph_construction | {
"ground_truth": {
"target": [
"Copenhagen"
]
},
"style": "rule"
} | {
"index": "5",
"interaction_kwargs": {
"full_context": [
"Document 1: Philosophy of mind: In Western Philosophy, the earliest discussions of dualist ideas are in the writings of Plato who maintained that humans' ``intelligence ''(a faculty of the mind or soul) could not be identified with, or explained i... | null |
musique_train | [
{
"content": "You are an expert knowledge graph constructor. \nYour task is to extract factual information from the provided text and represent it strictly as a JSON array of knowledge graph triples. \n\n### Output Format\n- The output must be a **JSON array**.\n- Each element in the array must be a **JSON ob... | graph_construction | {
"ground_truth": {
"target": [
"1969"
]
},
"style": "rule"
} | {
"index": "6",
"interaction_kwargs": {
"full_context": [
"Document 1: Cleveland Indians: The Cleveland Indians are an American professional baseball team based in Cleveland, Ohio. The Indians compete in Major League Baseball (MLB) as a member club of the American League (AL) Central division. Since 1994,... | null |
musique_train | [
{
"content": "You are an expert knowledge graph constructor. \nYour task is to extract factual information from the provided text and represent it strictly as a JSON array of knowledge graph triples. \n\n### Output Format\n- The output must be a **JSON array**.\n- Each element in the array must be a **JSON ob... | graph_construction | {
"ground_truth": {
"target": [
"Copenhagen"
]
},
"style": "rule"
} | {
"index": "7",
"interaction_kwargs": {
"full_context": [
"Document 1: Andreas Schnaas: Andreas Schnaas (born 1 April 1968 in Hamburg) is a German director and actor, working exclusively in the horror genre. Since he first appeared on the film scene in 1989, Schnaas has become a leader in Germany's ultra-... | null |
musique_train | [
{
"content": "You are an expert knowledge graph constructor. \nYour task is to extract factual information from the provided text and represent it strictly as a JSON array of knowledge graph triples. \n\n### Output Format\n- The output must be a **JSON array**.\n- Each element in the array must be a **JSON ob... | graph_construction | {
"ground_truth": {
"target": [
"G. Stanley Hall"
]
},
"style": "rule"
} | {
"index": "8",
"interaction_kwargs": {
"full_context": [
"Document 1: Adolescence: The formal study of adolescent psychology began with the publication of G. Stanley Hall's \"Adolescence in 1904.\" Hall, who was the first president of the American Psychological Association, viewed adolescence primarily a... | null |
musique_train | [
{
"content": "You are an expert knowledge graph constructor. \nYour task is to extract factual information from the provided text and represent it strictly as a JSON array of knowledge graph triples. \n\n### Output Format\n- The output must be a **JSON array**.\n- Each element in the array must be a **JSON ob... | graph_construction | {
"ground_truth": {
"target": [
"Saint Petersburg"
]
},
"style": "rule"
} | {
"index": "9",
"interaction_kwargs": {
"full_context": [
"Document 1: Estonia: Estonia (i/ɛˈstoʊniə/; Estonian: Eesti [ˈeːsti]), officially the Republic of Estonia (Estonian: Eesti Vabariik), is a country in the Baltic region of Northern Europe. It is bordered to the north by the Gulf of Finland, to the ... | null |
musique_train | [
{
"content": "You are an expert knowledge graph constructor. \nYour task is to extract factual information from the provided text and represent it strictly as a JSON array of knowledge graph triples. \n\n### Output Format\n- The output must be a **JSON array**.\n- Each element in the array must be a **JSON ob... | graph_construction | {
"ground_truth": {
"target": [
"1822"
]
},
"style": "rule"
} | {
"index": "10",
"interaction_kwargs": {
"full_context": [
"Document 1: Yale University: Expansion caused controversy about Yale's new roles. Noah Porter, moral philosopher, was president from 1871 to 1886. During an age of tremendous expansion in higher education, Porter resisted the rise of the new rese... | null |
musique_train | [
{
"content": "You are an expert knowledge graph constructor. \nYour task is to extract factual information from the provided text and represent it strictly as a JSON array of knowledge graph triples. \n\n### Output Format\n- The output must be a **JSON array**.\n- Each element in the array must be a **JSON ob... | graph_construction | {
"ground_truth": {
"target": [
"2003"
]
},
"style": "rule"
} | {
"index": "11",
"interaction_kwargs": {
"full_context": [
"Document 1: John Kerry: Kerry said on September 9 in response to a reporter's question about whether Syrian President Bashar al-Assad could avert a military strike: \"He could turn over every single bit of his chemical weapons to the internationa... | null |
musique_train | [
{
"content": "You are an expert knowledge graph constructor. \nYour task is to extract factual information from the provided text and represent it strictly as a JSON array of knowledge graph triples. \n\n### Output Format\n- The output must be a **JSON array**.\n- Each element in the array must be a **JSON ob... | graph_construction | {
"ground_truth": {
"target": [
"college of the University of Cambridge"
]
},
"style": "rule"
} | {
"index": "12",
"interaction_kwargs": {
"full_context": [
"Document 1: Cambridge, New Zealand: Cambridge (Māori: \"Kemureti\") is a town in the Waipa District of the Waikato Region of the North Island of New Zealand. Situated southeast of Hamilton, on the banks of the Waikato River, Cambridge is known as... | null |
musique_train | [
{
"content": "You are an expert knowledge graph constructor. \nYour task is to extract factual information from the provided text and represent it strictly as a JSON array of knowledge graph triples. \n\n### Output Format\n- The output must be a **JSON array**.\n- Each element in the array must be a **JSON ob... | graph_construction | {
"ground_truth": {
"target": [
"private university"
]
},
"style": "rule"
} | {
"index": "13",
"interaction_kwargs": {
"full_context": [
"Document 1: Kyeon Mi-ri: Kyeon Mi-ri graduated from Seoul Traditional Arts High School in 1983, then studied Dance at Sejong University. She made her acting debut in 1984, and has since become active in television dramas, most notably as the arro... | null |
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