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 |
—
|
NE NERFINISHED |
How this triple was built (3 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.
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 (2 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. |
Created at: April 10, 2026, 10:29 a.m.