Triple

T12679586
Position Surface form Disambiguated ID Type / Status
Subject Fareed Zakaria E302909 entity
Predicate notableWork P4 FINISHED
Object The Future of Freedom
The Future of Freedom is a political analysis book by Fareed Zakaria that examines how the spread of democracy without strong liberal institutions can undermine individual liberty and stable governance.
E997706 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 Future of Freedom | Statement: [Fareed Zakaria, notableWork, The Future of Freedom]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: The Future of Freedom
Context triple: [Fareed Zakaria, notableWork, The Future of Freedom]
  • A. A Foreign Policy of Freedom
    A Foreign Policy of Freedom is a collection of Ron Paul’s speeches and writings that critiques U.S. interventionism and advocates a non-interventionist, constitutional approach to American foreign policy.
  • B. A New Dawn for America: The Libertarian Challenge (book)
    "A New Dawn for America: The Libertarian Challenge" is a political book by Libertarian figure Roger MacBride that outlines a libertarian vision for American governance and public policy.
  • C. The Price of Freedom
    The Price of Freedom is a war film depicting the World War II assassination of high-ranking Nazi official Reinhard Heydrich by Czechoslovak resistance fighters.
  • D. Freedom's Law
    Freedom's Law is a philosophical and legal work by Ronald Dworkin that defends a rights-based interpretation of the U.S. Constitution and argues for the centrality of moral principles in constitutional adjudication.
  • E. 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.
  • 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 Future of Freedom
Triple: [Fareed Zakaria, notableWork, The Future of Freedom]
Generated description
The Future of Freedom is a political analysis book by Fareed Zakaria that examines how the spread of democracy without strong liberal institutions can undermine individual liberty and stable governance.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: The Future of Freedom
Target entity description: The Future of Freedom is a political analysis book by Fareed Zakaria that examines how the spread of democracy without strong liberal institutions can undermine individual liberty and stable governance.
  • A. A Foreign Policy of Freedom
    A Foreign Policy of Freedom is a collection of Ron Paul’s speeches and writings that critiques U.S. interventionism and advocates a non-interventionist, constitutional approach to American foreign policy.
  • B. A New Dawn for America: The Libertarian Challenge (book)
    "A New Dawn for America: The Libertarian Challenge" is a political book by Libertarian figure Roger MacBride that outlines a libertarian vision for American governance and public policy.
  • C. The Price of Freedom
    The Price of Freedom is a war film depicting the World War II assassination of high-ranking Nazi official Reinhard Heydrich by Czechoslovak resistance fighters.
  • D. Freedom's Law
    Freedom's Law is a philosophical and legal work by Ronald Dworkin that defends a rights-based interpretation of the U.S. Constitution and argues for the centrality of moral principles in constitutional adjudication.
  • E. 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.
  • 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_69d7bdee64a08190801c6d470aefd723 completed April 9, 2026, 2:55 p.m.
NER Named-entity recognition batch_69d961b1dff48190923290555ece5d89 completed April 10, 2026, 8:46 p.m.
NED1 Entity disambiguation (via context triple) batch_69f671a54b008190b02f9585d6c6ff77 completed May 2, 2026, 9:50 p.m.
NEDg Description generation batch_69f67285019c8190be831d3f72cf121f completed May 2, 2026, 9:54 p.m.
NED2 Entity disambiguation (via description) batch_69f6732ea7408190a95f0a5f983dfdb7 completed May 2, 2026, 9:57 p.m.
Created at: April 9, 2026, 5:21 p.m.