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.