Triple

T10829275
Position Surface form Disambiguated ID Type / Status
Subject Thorstein Veblen E255573 entity
Predicate notableWork P4 FINISHED
Object The Higher Learning in America
The Higher Learning in America is Thorstein Veblen’s influential critique of U.S. universities, examining how business interests and status-seeking distort academic life and scholarship.
E886926 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 Higher Learning in America | Statement: [Thorstein Veblen, notableWork, The Higher Learning in America]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: The Higher Learning in America
Context triple: [Thorstein Veblen, notableWork, The Higher Learning in America]
  • A. 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.
  • B. The Capstone of Higher Education
    The Capstone of Higher Education is the official motto of the University of Alabama, expressing its aspiration to represent the pinnacle of academic excellence and leadership in higher education.
  • C. Saving State U: Why We Must Fix Public Higher Education
    "Saving State U: Why We Must Fix Public Higher Education" is a book by economist Nancy Folbre that critiques the underfunding and marketization of public universities in the United States and argues for renewed public investment in higher education as a common good.
  • D. Universities: Actual and Ideal
    "Universities: Actual and Ideal" is an essay by Thomas Henry Huxley in which he contrasts the existing state of universities with a visionary model of what higher education should be.
  • E. Consortium on Financing Higher Education
    The Consortium on Financing Higher Education is an organization of highly selective, private colleges and universities in the United States that collaborates on issues related to financial aid, affordability, and access to higher education.
  • 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 Higher Learning in America
Triple: [Thorstein Veblen, notableWork, The Higher Learning in America]
Generated description
The Higher Learning in America is Thorstein Veblen’s influential critique of U.S. universities, examining how business interests and status-seeking distort academic life and scholarship.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: The Higher Learning in America
Target entity description: The Higher Learning in America is Thorstein Veblen’s influential critique of U.S. universities, examining how business interests and status-seeking distort academic life and scholarship.
  • A. 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.
  • B. The Capstone of Higher Education
    The Capstone of Higher Education is the official motto of the University of Alabama, expressing its aspiration to represent the pinnacle of academic excellence and leadership in higher education.
  • C. Saving State U: Why We Must Fix Public Higher Education
    "Saving State U: Why We Must Fix Public Higher Education" is a book by economist Nancy Folbre that critiques the underfunding and marketization of public universities in the United States and argues for renewed public investment in higher education as a common good.
  • D. Universities: Actual and Ideal
    "Universities: Actual and Ideal" is an essay by Thomas Henry Huxley in which he contrasts the existing state of universities with a visionary model of what higher education should be.
  • E. Consortium on Financing Higher Education
    The Consortium on Financing Higher Education is an organization of highly selective, private colleges and universities in the United States that collaborates on issues related to financial aid, affordability, and access to higher education.
  • 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_69d6aa8081448190a9324184f2bd1c26 completed April 8, 2026, 7:20 p.m.
NER Named-entity recognition batch_69d74420fa188190b5b3c59e1a9f551d completed April 9, 2026, 6:16 a.m.
NED1 Entity disambiguation (via context triple) batch_69de85a068b08190948c3ca32cdda147 completed April 14, 2026, 6:21 p.m.
NEDg Description generation batch_69de8956d9f081909d076c5e413c1f74 completed April 14, 2026, 6:37 p.m.
NED2 Entity disambiguation (via description) batch_69de8e80fe80819088ac76bb5abc58f0 completed April 14, 2026, 6:59 p.m.
Created at: April 8, 2026, 9:19 p.m.