Triple

T4420271
Position Surface form Disambiguated ID Type / Status
Subject James M. Buchanan E95079 entity
Predicate notableWork P4 FINISHED
Object The Limits of Liberty
The Limits of Liberty is a seminal work in political economy by James M. Buchanan that explores the tension between individual freedom and collective decision-making within constitutional frameworks.
 E438123 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: The Limits of Liberty | Statement: [James M. Buchanan, notableWork, The Limits of Liberty]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: The Limits of Liberty
Context triple: [James M. Buchanan, notableWork, The Limits of Liberty]
  • A. Two Concepts of Liberty
    Two Concepts of Liberty is Isaiah Berlin’s influential 1958 essay that distinguishes between and analyzes the political and philosophical implications of “negative” and “positive” liberty.
  • B. The Science of Liberty
    The Science of Liberty is a nonfiction book by science writer Timothy Ferris that explores the historical relationship between scientific progress and the development of liberal democracy.
  • C. The Limits of Power
    The Limits of Power is a political analysis book by historian Andrew Bacevich that critiques U.S. militarism, foreign policy overreach, and the constraints on American global dominance.
  • D. The Ethics of Liberty
    The Ethics of Liberty is a foundational libertarian philosophical work by Murray Rothbard that systematically defends a natural-rights, anarcho-capitalist vision of a stateless society based on self-ownership and private property.
  • E. The Idea of Freedom
    The Idea of Freedom is a philosophical work by Mortimer Adler that systematically explores the nature, varieties, and implications of human freedom in moral, political, and metaphysical contexts.
  • 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: The Limits of Liberty
Triple: [James M. Buchanan, notableWork, The Limits of Liberty]
Generated description
The Limits of Liberty is a seminal work in political economy by James M. Buchanan that explores the tension between individual freedom and collective decision-making within constitutional frameworks.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: The Limits of Liberty
Target entity description: The Limits of Liberty is a seminal work in political economy by James M. Buchanan that explores the tension between individual freedom and collective decision-making within constitutional frameworks.
  • A. Two Concepts of Liberty
    Two Concepts of Liberty is Isaiah Berlin’s influential 1958 essay that distinguishes between and analyzes the political and philosophical implications of “negative” and “positive” liberty.
  • B. The Science of Liberty
    The Science of Liberty is a nonfiction book by science writer Timothy Ferris that explores the historical relationship between scientific progress and the development of liberal democracy.
  • C. The Limits of Power
    The Limits of Power is a political analysis book by historian Andrew Bacevich that critiques U.S. militarism, foreign policy overreach, and the constraints on American global dominance.
  • D. The Ethics of Liberty
    The Ethics of Liberty is a foundational libertarian philosophical work by Murray Rothbard that systematically defends a natural-rights, anarcho-capitalist vision of a stateless society based on self-ownership and private property.
  • E. The Idea of Freedom
    The Idea of Freedom is a philosophical work by Mortimer Adler that systematically explores the nature, varieties, and implications of human freedom in moral, political, and metaphysical contexts.
  • 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.