Triple

T19145702
Position Surface form Disambiguated ID Type / Status
Subject Carnegie Classification of Institutions of Higher Education E468672 entity
Predicate developedBy P73 FINISHED
Object Carnegie Commission on Higher Education
The Carnegie Commission on Higher Education was a policy research organization established by the Carnegie Corporation in the late 1960s to study and recommend improvements for the U.S. higher education system.
E1361162 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: Carnegie Commission on Higher Education | Statement: [Carnegie Classification of Institutions of Higher Education, developedBy, Carnegie Commission on Higher Education]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Carnegie Commission on Higher Education
Context triple: [Carnegie Classification of Institutions of Higher Education, developedBy, Carnegie Commission on Higher Education]
  • A. Carnegie Foundation for the Advancement of Teaching
    The Carnegie Foundation for the Advancement of Teaching is a U.S.-based philanthropic organization dedicated to improving teaching and education through research, policy analysis, and innovation.
  • B. American Academy of Arts and Sciences Commission on the Future of Undergraduate Education
    The American Academy of Arts and Sciences Commission on the Future of Undergraduate Education is a national, multidisciplinary body convened to analyze and recommend improvements to the quality, accessibility, and long-term viability of undergraduate education in the United States.
  • C. National Commission for Colleges of Education
    The National Commission for Colleges of Education is Nigeria’s regulatory body responsible for setting standards, accrediting programs, and overseeing the quality of teacher education colleges across the country.
  • D. American Council on Education
    The American Council on Education is a major coordinating body for U.S. higher education institutions, providing leadership, advocacy, and policy guidance on national education issues.
  • E. 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.
  • 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: Carnegie Commission on Higher Education
Triple: [Carnegie Classification of Institutions of Higher Education, developedBy, Carnegie Commission on Higher Education]
Generated description
The Carnegie Commission on Higher Education was a policy research organization established by the Carnegie Corporation in the late 1960s to study and recommend improvements for the U.S. higher education system.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Carnegie Commission on Higher Education
Target entity description: The Carnegie Commission on Higher Education was a policy research organization established by the Carnegie Corporation in the late 1960s to study and recommend improvements for the U.S. higher education system.
  • A. Carnegie Foundation for the Advancement of Teaching
    The Carnegie Foundation for the Advancement of Teaching is a U.S.-based philanthropic organization dedicated to improving teaching and education through research, policy analysis, and innovation.
  • B. American Academy of Arts and Sciences Commission on the Future of Undergraduate Education
    The American Academy of Arts and Sciences Commission on the Future of Undergraduate Education is a national, multidisciplinary body convened to analyze and recommend improvements to the quality, accessibility, and long-term viability of undergraduate education in the United States.
  • C. National Commission for Colleges of Education
    The National Commission for Colleges of Education is Nigeria’s regulatory body responsible for setting standards, accrediting programs, and overseeing the quality of teacher education colleges across the country.
  • D. American Council on Education
    The American Council on Education is a major coordinating body for U.S. higher education institutions, providing leadership, advocacy, and policy guidance on national education issues.
  • E. 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.
  • 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_69d8dd084ff48190ac0f8c46ee722629 completed April 10, 2026, 11:20 a.m.
NER Named-entity recognition batch_69e5e9796ebc8190928f4b227685bc33 completed April 20, 2026, 8:53 a.m.
NED1 Entity disambiguation (via context triple) batch_6a06f25067b0819097fbe77b322eee36 completed May 15, 2026, 10:15 a.m.
NEDg Description generation batch_6a06f3b97f288190a929764836302c7d completed May 15, 2026, 10:21 a.m.
NED2 Entity disambiguation (via description) batch_6a06f432aa948190b26e4039b48e315f completed May 15, 2026, 10:23 a.m.
Created at: April 10, 2026, 12:06 p.m.