Triple

T18132441
Position Surface form Disambiguated ID Type / Status
Subject William G. Bowen E434046 entity
Predicate notableWork P4 FINISHED
Object Equity and Excellence in American Higher Education
Equity and Excellence in American Higher Education is a scholarly book that analyzes access, diversity, and fairness in U.S. colleges and universities, with a focus on how policies and institutional practices shape educational opportunity.
E1308789 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: Equity and Excellence in American Higher Education | Statement: [William G. Bowen, notableWork, Equity and Excellence in American Higher Education]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Equity and Excellence in American Higher Education
Context triple: [William G. Bowen, notableWork, Equity and Excellence in American Higher Education]
  • A. 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.
  • 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. 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.
  • E. University for the Common Good
    University for the Common Good is a distinctive social-mission-focused identity of Glasgow Caledonian University, emphasizing its commitment to social justice, sustainability, and community impact.
  • 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: Equity and Excellence in American Higher Education
Triple: [William G. Bowen, notableWork, Equity and Excellence in American Higher Education]
Generated description
Equity and Excellence in American Higher Education is a scholarly book that analyzes access, diversity, and fairness in U.S. colleges and universities, with a focus on how policies and institutional practices shape educational opportunity.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Equity and Excellence in American Higher Education
Target entity description: Equity and Excellence in American Higher Education is a scholarly book that analyzes access, diversity, and fairness in U.S. colleges and universities, with a focus on how policies and institutional practices shape educational opportunity.
  • A. 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.
  • 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. 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.
  • E. University for the Common Good
    University for the Common Good is a distinctive social-mission-focused identity of Glasgow Caledonian University, emphasizing its commitment to social justice, sustainability, and community impact.
  • 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_69d8b909e8cc81908df4cc2b8ea6d11f completed April 10, 2026, 8:47 a.m.
NER Named-entity recognition batch_69e4ddf2c68881909dfbe59df15ddccc completed April 19, 2026, 1:51 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0385489c3c8190b7e20d6c8c75ea16 completed May 12, 2026, 7:53 p.m.
NEDg Description generation batch_6a038acaf8f48190b88562c0a1df9109 completed May 12, 2026, 8:17 p.m.
NED2 Entity disambiguation (via description) batch_6a038b4132bc8190992cae1400894fef completed May 12, 2026, 8:19 p.m.
Created at: April 10, 2026, 10:29 a.m.