Triple

T5061695
Position Surface form Disambiguated ID Type / Status
Subject Daniel Coit Gilman E114035 entity
Predicate notableWork P4 FINISHED
Object Reports and addresses on university education
"Reports and addresses on university education" is a collection of influential writings by American educator Daniel Coit Gilman that helped shape modern concepts of higher education and the research university in the United States.
E490912 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: Reports and addresses on university education | Statement: [Daniel Coit Gilman, notableWork, Reports and addresses on university education]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Reports and addresses on university education
Context triple: [Daniel Coit Gilman, notableWork, Reports and addresses on university education]
  • A. 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.
  • B. 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.
  • C. “Universities and Their Leadership”
    “Universities and Their Leadership” is a scholarly work by economist and academic leader Harold T. Shapiro that examines the roles, responsibilities, and challenges of modern university governance and administration.
  • D. 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.
  • E. The Chronicle of Higher Education
    The Chronicle of Higher Education is a leading U.S.-based news and analysis publication focused on colleges, universities, and issues in 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: Reports and addresses on university education
Triple: [Daniel Coit Gilman, notableWork, Reports and addresses on university education]
Generated description
"Reports and addresses on university education" is a collection of influential writings by American educator Daniel Coit Gilman that helped shape modern concepts of higher education and the research university in the United States.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Reports and addresses on university education
Target entity description: "Reports and addresses on university education" is a collection of influential writings by American educator Daniel Coit Gilman that helped shape modern concepts of higher education and the research university in the United States.
  • A. 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.
  • B. 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.
  • C. “Universities and Their Leadership”
    “Universities and Their Leadership” is a scholarly work by economist and academic leader Harold T. Shapiro that examines the roles, responsibilities, and challenges of modern university governance and administration.
  • D. 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.
  • E. The Chronicle of Higher Education
    The Chronicle of Higher Education is a leading U.S.-based news and analysis publication focused on colleges, universities, and issues in 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_69bd443c0c8c81908663b77afb28e165 completed March 20, 2026, 12:57 p.m.
NER Named-entity recognition batch_69bd74740ae08190930f1fd57187334e completed March 20, 2026, 4:23 p.m.
NED1 Entity disambiguation (via context triple) batch_69bea49566548190bc6328996789ad9f completed March 21, 2026, 2 p.m.
NEDg Description generation batch_69bea575fa448190b64b6d6305a8d5a6 completed March 21, 2026, 2:04 p.m.
NED2 Entity disambiguation (via description) batch_69bea60244c88190850ac256e290c190 completed March 21, 2026, 2:06 p.m.
Created at: March 20, 2026, 1:38 p.m.