Triple
T21299464
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | William M. Sullivan |
E525016
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object | Rethinking Undergraduate Business Education: Liberal Learning for the Profession |
—
|
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: Rethinking Undergraduate Business Education: Liberal Learning for the Profession | Statement: [William M. Sullivan, notableWork, Rethinking Undergraduate Business Education: Liberal Learning for the Profession]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Rethinking Undergraduate Business Education: Liberal Learning for the Profession Context triple: [William M. Sullivan, notableWork, Rethinking Undergraduate Business Education: Liberal Learning for the Profession]
-
A.
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.
-
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.
Essays on Professional Education
Essays on Professional Education is an influential early 19th-century treatise by Richard Lovell Edgeworth that explores principles and methods for improving professional and practical education.
-
D.
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.
-
E.
Scholarship Reconsidered: Priorities of the Professoriate
Scholarship Reconsidered: Priorities of the Professoriate is a seminal book by Ernest L. Boyer that redefines academic scholarship by broadening it beyond traditional research to include discovery, integration, application, and teaching.
- 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: Rethinking Undergraduate Business Education: Liberal Learning for the Profession Target entity description: "Rethinking Undergraduate Business Education: Liberal Learning for the Profession" is an influential book that argues for integrating liberal arts education with professional business training to better prepare undergraduates for ethical, reflective, and socially responsible careers.
-
A.
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.
-
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.
Essays on Professional Education
Essays on Professional Education is an influential early 19th-century treatise by Richard Lovell Edgeworth that explores principles and methods for improving professional and practical education.
-
D.
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.
-
E.
Scholarship Reconsidered: Priorities of the Professoriate
Scholarship Reconsidered: Priorities of the Professoriate is a seminal book by Ernest L. Boyer that redefines academic scholarship by broadening it beyond traditional research to include discovery, integration, application, and teaching.
- 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_69e0b517e6748190850d6f6ddf323d69 |
completed | April 16, 2026, 10:08 a.m. |
| NER | Named-entity recognition | batch_69e7385b1c548190b940ded0163ee3ca |
completed | April 21, 2026, 8:42 a.m. |
Created at: April 16, 2026, 4:05 p.m.