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.