Triple

T693607
Position Surface form Disambiguated ID Type / Status
Subject Friedrich Hayek E13848 entity
Predicate influenced P9 FINISHED
Object James M. Buchanan
James M. Buchanan was an American economist and Nobel laureate best known for founding public choice theory, which applies economic analysis to political decision-making.
E95079 NE FINISHED

How this triple was built (4 steps)

Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.

NER Named-entity recognition gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: James M. Buchanan | Statement: [Friedrich Hayek, influenced, James M. Buchanan]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: James M. Buchanan
Context triple: [Friedrich Hayek, influenced, James M. Buchanan]
  • A. William Davis
    William Davis was a settler who is historically remembered as one of the notable victims killed during the 1862 Indian Creek massacre in Illinois.
  • B. John Nance Garner
    John Nance Garner was an American Democratic politician who served as the 32nd vice president of the United States and a powerful Speaker of the House before that.
  • C. James Baker
    James Baker is an American statesman and Republican political figure who served in several top U.S. government roles, including White House Chief of Staff and Secretary of State, under multiple presidential administrations in the late 20th century.
  • D. Wallace Harrison
    Wallace Harrison was a prominent 20th-century American architect known for leading major modernist projects in New York City, including significant civic and cultural landmarks.
  • E. Robert A. Taft
    Robert A. Taft was a prominent mid-20th-century U.S. senator from Ohio, known as “Mr. Republican” for his influential conservative leadership and opposition to many New Deal and postwar internationalist policies.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg Description generation gpt-5.1
Instruction
Generate a one-sentence description of the target entity. 
You are given a context triple in the form (subject, predicate, object), where the object is the target entity. 
# Instructions
Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. 
Avoid repeating the information from the triple, unless really essential.
# Response Format
Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: James M. Buchanan
Triple: [Friedrich Hayek, influenced, James M. Buchanan]
Generated description
James M. Buchanan was an American economist and Nobel laureate best known for founding public choice theory, which applies economic analysis to political decision-making.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: James M. Buchanan
Target entity description: James M. Buchanan was an American economist and Nobel laureate best known for founding public choice theory, which applies economic analysis to political decision-making.
  • A. William Davis
    William Davis was a settler who is historically remembered as one of the notable victims killed during the 1862 Indian Creek massacre in Illinois.
  • B. John Nance Garner
    John Nance Garner was an American Democratic politician who served as the 32nd vice president of the United States and a powerful Speaker of the House before that.
  • C. James Baker
    James Baker is an American statesman and Republican political figure who served in several top U.S. government roles, including White House Chief of Staff and Secretary of State, under multiple presidential administrations in the late 20th century.
  • D. Wallace Harrison
    Wallace Harrison was a prominent 20th-century American architect known for leading major modernist projects in New York City, including significant civic and cultural landmarks.
  • E. Robert A. Taft
    Robert A. Taft was a prominent mid-20th-century U.S. senator from Ohio, known as “Mr. Republican” for his influential conservative leadership and opposition to many New Deal and postwar internationalist policies.
  • F. None of above. chosen

Provenance (5 batches)

The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.

Step Stage Batch ID Status When
creating Elicitation batch_69a493406c408190957eeec9048a8fb6 completed March 1, 2026, 7:28 p.m.
NER Named-entity recognition batch_69a4a0b1e1d08190bdd42f57be5c2a6b completed March 1, 2026, 8:25 p.m.
NED1 Entity disambiguation (via context triple) batch_69a68918e87c819085df25ee862ba836 completed March 3, 2026, 7:09 a.m.
NEDg Description generation batch_69a68d097d088190aa19d2857c6419c2 completed March 3, 2026, 7:26 a.m.
NED2 Entity disambiguation (via description) batch_69a6ce6e692081908a49b12729f59a84 completed March 3, 2026, 12:05 p.m.
Created at: March 1, 2026, 7:36 p.m.