Triple

T12679588
Position Surface form Disambiguated ID Type / Status
Subject Fareed Zakaria E302909 entity
Predicate notableWork P4 FINISHED
Object In Defense of a Liberal Education
In Defense of a Liberal Education is a nonfiction book by journalist and commentator Fareed Zakaria that argues for the enduring value of broad, humanities-centered higher education in the modern world.
E997152 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: In Defense of a Liberal Education | Statement: [Fareed Zakaria, notableWork, In Defense of a Liberal Education]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: In Defense of a Liberal Education
Context triple: [Fareed Zakaria, notableWork, In Defense of a Liberal Education]
  • A. On a Liberal Education
    "On a Liberal Education" is an influential essay by Thomas Henry Huxley that argues for the importance of broad, scientifically informed learning as the foundation of true education.
  • B. The Voice of Liberal Learning
    The Voice of Liberal Learning is a collection of essays by political philosopher Michael Oakeshott that articulates his influential vision of education as the pursuit of liberal learning for its own sake.
  • C. The Paideia Proposal
    The Paideia Proposal is an educational manifesto by philosopher Mortimer J. Adler advocating a rigorous, liberal arts–centered curriculum for all students in a democratic society.
  • D. The Idea of a University
    The Idea of a University is John Henry Newman’s influential 19th-century collection of lectures and essays that defends liberal education and articulates a philosophy of the modern university.
  • E. The Uses of the University
    The Uses of the University is a seminal book by Clark Kerr that analyzes the evolving role, structure, and societal functions of modern higher education institutions, especially the multiversity.
  • 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: In Defense of a Liberal Education
Triple: [Fareed Zakaria, notableWork, In Defense of a Liberal Education]
Generated description
In Defense of a Liberal Education is a nonfiction book by journalist and commentator Fareed Zakaria that argues for the enduring value of broad, humanities-centered higher education in the modern world.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: In Defense of a Liberal Education
Target entity description: In Defense of a Liberal Education is a nonfiction book by journalist and commentator Fareed Zakaria that argues for the enduring value of broad, humanities-centered higher education in the modern world.
  • A. On a Liberal Education
    "On a Liberal Education" is an influential essay by Thomas Henry Huxley that argues for the importance of broad, scientifically informed learning as the foundation of true education.
  • B. The Voice of Liberal Learning
    The Voice of Liberal Learning is a collection of essays by political philosopher Michael Oakeshott that articulates his influential vision of education as the pursuit of liberal learning for its own sake.
  • C. The Paideia Proposal
    The Paideia Proposal is an educational manifesto by philosopher Mortimer J. Adler advocating a rigorous, liberal arts–centered curriculum for all students in a democratic society.
  • D. The Idea of a University
    The Idea of a University is John Henry Newman’s influential 19th-century collection of lectures and essays that defends liberal education and articulates a philosophy of the modern university.
  • E. The Uses of the University
    The Uses of the University is a seminal book by Clark Kerr that analyzes the evolving role, structure, and societal functions of modern higher education institutions, especially the multiversity.
  • 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_69f67323a724819092425cdb3a070b96 completed May 2, 2026, 9:56 p.m.
Created at: April 9, 2026, 5:21 p.m.