Triple

T17547683
Position Surface form Disambiguated ID Type / Status
Subject Michael S. McPherson E427370 entity
Predicate memberOf P10 FINISHED
Object 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.
E1275684 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: American Academy of Arts and Sciences Commission on the Future of Undergraduate Education | Statement: [Michael S. McPherson, memberOf, American Academy of Arts and Sciences Commission on the Future of Undergraduate Education]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: American Academy of Arts and Sciences Commission on the Future of Undergraduate Education
Context triple: [Michael S. McPherson, memberOf, American Academy of Arts and Sciences Commission on the Future of Undergraduate 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. 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.
  • C. American Association of University Professors
    The American Association of University Professors is a professional organization that advocates for academic freedom, shared governance, and fair working conditions in higher education institutions across the United States.
  • D. Senate Committee on Academic Policy and Planning
    The Senate Committee on Academic Policy and Planning is a key McGill University body that advises the Senate on long-term academic priorities, program development, and overall educational planning.
  • E. Committee on Educational Policy
    The Committee on Educational Policy is a standing body of the University of California’s Board of Regents that oversees and advises on academic programs, curricula, and systemwide educational policies.
  • 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: American Academy of Arts and Sciences Commission on the Future of Undergraduate Education
Triple: [Michael S. McPherson, memberOf, American Academy of Arts and Sciences Commission on the Future of Undergraduate Education]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: American Academy of Arts and Sciences Commission on the Future of Undergraduate Education
Target entity description: 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.
  • 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. 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.
  • C. American Association of University Professors
    The American Association of University Professors is a professional organization that advocates for academic freedom, shared governance, and fair working conditions in higher education institutions across the United States.
  • D. Senate Committee on Academic Policy and Planning
    The Senate Committee on Academic Policy and Planning is a key McGill University body that advises the Senate on long-term academic priorities, program development, and overall educational planning.
  • E. Committee on Educational Policy
    The Committee on Educational Policy is a standing body of the University of California’s Board of Regents that oversees and advises on academic programs, curricula, and systemwide educational policies.
  • 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_69d889df6dc081908f67dbadc03c07ee completed April 10, 2026, 5:25 a.m.
NER Named-entity recognition batch_69e454626cfc8190a2602ba4934b8e6d completed April 19, 2026, 4:04 a.m.
NED1 Entity disambiguation (via context triple) batch_6a01d28f01588190b608e9e8c6c63635 completed May 11, 2026, 12:58 p.m.
NEDg Description generation batch_6a01d39bf344819096a89179137e22ab completed May 11, 2026, 1:03 p.m.
NED2 Entity disambiguation (via description) batch_6a01d48da4b0819094d4e32847b97345 completed May 11, 2026, 1:07 p.m.
Created at: April 10, 2026, 5:49 a.m.