Triple

T5329681
Position Surface form Disambiguated ID Type / Status
Subject Full Employment and Free Trade E123272 entity
Predicate hasPart P35 FINISHED
Object “The Essentials of a Free Society”
“The Essentials of a Free Society” is a section or chapter within the economic work *Full Employment and Free Trade* that outlines the fundamental principles and institutional conditions necessary for maintaining a liberal, market-based free society.
 E512614 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 Essentials of a Free Society” | Statement: [Full Employment and Free Trade, hasPart, “The Essentials of a Free Society”]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: “The Essentials of a Free Society”
Context triple: [Full Employment and Free Trade, hasPart, “The Essentials of a Free Society”]
  • A. 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.
  • B. Observations on the Nature of Civil Liberty
    Observations on the Nature of Civil Liberty is an influential 1776 political pamphlet by Richard Price that defended American independence and articulated Enlightenment principles of individual freedom and democratic government.
  • C. 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.
  • D. 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.
  • E. Truth and Freedom
    Truth and Freedom is the English translation of the Latin motto of the U.S. Army John F. Kennedy Special Warfare Center and School, reflecting its emphasis on integrity and liberty in special operations training.
  • 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 Essentials of a Free Society”
Triple: [Full Employment and Free Trade, hasPart, “The Essentials of a Free Society”]
Generated description
“The Essentials of a Free Society” is a section or chapter within the economic work *Full Employment and Free Trade* that outlines the fundamental principles and institutional conditions necessary for maintaining a liberal, market-based free society.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: “The Essentials of a Free Society”
Target entity description: “The Essentials of a Free Society” is a section or chapter within the economic work *Full Employment and Free Trade* that outlines the fundamental principles and institutional conditions necessary for maintaining a liberal, market-based free society.
  • A. 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.
  • B. Observations on the Nature of Civil Liberty
    Observations on the Nature of Civil Liberty is an influential 1776 political pamphlet by Richard Price that defended American independence and articulated Enlightenment principles of individual freedom and democratic government.
  • C. 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.
  • D. 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.
  • E. Truth and Freedom
    Truth and Freedom is the English translation of the Latin motto of the U.S. Army John F. Kennedy Special Warfare Center and School, reflecting its emphasis on integrity and liberty in special operations training.
  • 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_69bd46477f9081909d242a327d749466 completed March 20, 2026, 1:06 p.m.
NER Named-entity recognition batch_69bd859552d8819080758bdd7c43c66a completed March 20, 2026, 5:36 p.m.
NED1 Entity disambiguation (via context triple) batch_69bf18b396c08190be60bcb9ac933b5e completed March 21, 2026, 10:16 p.m.
NEDg Description generation batch_69bf1b23cdbc8190bec3b7bc7f70770c completed March 21, 2026, 10:26 p.m.
NED2 Entity disambiguation (via description) batch_69bf1ba465948190aac6bfc406bae806 completed March 21, 2026, 10:28 p.m.
Created at: March 20, 2026, 2 p.m.