Triple

T3110573
Position Surface form Disambiguated ID Type / Status
Subject Murray Rothbard E64938 entity
Predicate notableWork P4 FINISHED
Object For a New Liberty: The Libertarian Manifesto
For a New Liberty: The Libertarian Manifesto is a foundational book that systematically presents and defends modern libertarian philosophy, advocating minimal government and maximal individual freedom.
 E326501 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: For a New Liberty: The Libertarian Manifesto | Statement: [Murray Rothbard, notableWork, For a New Liberty: The Libertarian Manifesto]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: For a New Liberty: The Libertarian Manifesto
Context triple: [Murray Rothbard, notableWork, For a New Liberty: The Libertarian Manifesto]
  • A. Anarchy, State, and Utopia
    Anarchy, State, and Utopia is a seminal 1974 work of political philosophy that defends a minimal libertarian state and critiques theories of distributive justice such as Rawls’s.
  • 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. Four Essays on Liberty
    Four Essays on Liberty is a collection of political philosophy essays by Isaiah Berlin that explores concepts of freedom, particularly his influential distinction between negative and positive liberty.
  • D. Capitalism and Freedom
    Capitalism and Freedom is a landmark 1962 book by economist Milton Friedman that argues for the primacy of free-market capitalism as a foundation for individual liberty and limited government.
  • E. 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.
  • 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: For a New Liberty: The Libertarian Manifesto
Triple: [Murray Rothbard, notableWork, For a New Liberty: The Libertarian Manifesto]
Generated description
For a New Liberty: The Libertarian Manifesto is a foundational book that systematically presents and defends modern libertarian philosophy, advocating minimal government and maximal individual freedom.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: For a New Liberty: The Libertarian Manifesto
Target entity description: For a New Liberty: The Libertarian Manifesto is a foundational book that systematically presents and defends modern libertarian philosophy, advocating minimal government and maximal individual freedom.
  • A. Anarchy, State, and Utopia
    Anarchy, State, and Utopia is a seminal 1974 work of political philosophy that defends a minimal libertarian state and critiques theories of distributive justice such as Rawls’s.
  • 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. Four Essays on Liberty
    Four Essays on Liberty is a collection of political philosophy essays by Isaiah Berlin that explores concepts of freedom, particularly his influential distinction between negative and positive liberty.
  • D. Capitalism and Freedom
    Capitalism and Freedom is a landmark 1962 book by economist Milton Friedman that argues for the primacy of free-market capitalism as a foundation for individual liberty and limited government.
  • E. 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.
  • 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_69ad857eeaf48190b34ebfdaa7a264cf completed March 8, 2026, 2:19 p.m.
NER Named-entity recognition batch_69ada43954f0819096a96331bf3c53a8 completed March 8, 2026, 4:30 p.m.
NED1 Entity disambiguation (via context triple) batch_69b20394a8cc8190b114760079f8b0f6 completed March 12, 2026, 12:06 a.m.
NEDg Description generation batch_69b2043430548190a538c183aef44b44 completed March 12, 2026, 12:09 a.m.
NED2 Entity disambiguation (via description) batch_69b204c812f081908fe5733305123c0e completed March 12, 2026, 12:11 a.m.
Created at: March 8, 2026, 3:04 p.m.