Triple

T4420256
Position Surface form Disambiguated ID Type / Status
Subject James M. Buchanan E95079 entity
Predicate founded P104 FINISHED
Object Center for Study of Public Choice
The Center for Study of Public Choice is a research institute devoted to applying economic analysis to political decision-making and collective choice processes.
E438120 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: Center for Study of Public Choice | Statement: [James M. Buchanan, founded, Center for Study of Public Choice]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Center for Study of Public Choice
Context triple: [James M. Buchanan, founded, Center for Study of Public Choice]
  • A. Center for the Study of Democratic Institutions
    The Center for the Study of Democratic Institutions was an American think tank and discussion forum, active mainly in the mid-20th century, that brought together scholars, public figures, and intellectuals to debate and develop ideas about democracy, governance, and public policy.
  • B. Austrian Economics Center
    The Austrian Economics Center is a research and advocacy organization that promotes free-market principles and the ideas of the Austrian School of economics through publications, events, and policy analysis.
  • C. Center for Public Affairs
    The Center for Public Affairs is a programmatic hub at the Ronald Reagan Presidential Library that hosts lectures, conferences, and educational events focused on public policy, civic engagement, and contemporary political issues.
  • D. American Enterprise Institute
    The American Enterprise Institute is a conservative public policy think tank based in Washington, D.C., known for its influence on U.S. economic, foreign, and social policy debates.
  • E. Institute of Public Affairs
    The Institute of Public Affairs is an academic unit of the University of Chile dedicated to research and teaching in public policy, public administration, and governance.
  • 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: Center for Study of Public Choice
Triple: [James M. Buchanan, founded, Center for Study of Public Choice]
Generated description
The Center for Study of Public Choice is a research institute devoted to applying economic analysis to political decision-making and collective choice processes.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Center for Study of Public Choice
Target entity description: The Center for Study of Public Choice is a research institute devoted to applying economic analysis to political decision-making and collective choice processes.
  • A. Center for the Study of Democratic Institutions
    The Center for the Study of Democratic Institutions was an American think tank and discussion forum, active mainly in the mid-20th century, that brought together scholars, public figures, and intellectuals to debate and develop ideas about democracy, governance, and public policy.
  • B. Austrian Economics Center
    The Austrian Economics Center is a research and advocacy organization that promotes free-market principles and the ideas of the Austrian School of economics through publications, events, and policy analysis.
  • C. Center for Public Affairs
    The Center for Public Affairs is a programmatic hub at the Ronald Reagan Presidential Library that hosts lectures, conferences, and educational events focused on public policy, civic engagement, and contemporary political issues.
  • D. American Enterprise Institute
    The American Enterprise Institute is a conservative public policy think tank based in Washington, D.C., known for its influence on U.S. economic, foreign, and social policy debates.
  • E. Institute of Public Affairs
    The Institute of Public Affairs is an academic unit of the University of Chile dedicated to research and teaching in public policy, public administration, and governance.
  • 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_69b3453a36908190b95a79a297ca083c completed March 12, 2026, 10:59 p.m.
NER Named-entity recognition batch_69b3551fae7c8190abafda0d78f02d89 completed March 13, 2026, 12:06 a.m.
NED1 Entity disambiguation (via context triple) batch_69b5f623c958819087630c16b6ac8cb8 completed March 14, 2026, 11:58 p.m.
NEDg Description generation batch_69b5f9f26ef88190842e01d952e52125 completed March 15, 2026, 12:14 a.m.
NED2 Entity disambiguation (via description) batch_69b5faa6bfe881908a76c6c54f89feda completed March 15, 2026, 12:17 a.m.
Created at: March 12, 2026, 11:30 p.m.