Triple

T9948488
Position Surface form Disambiguated ID Type / Status
Subject AUC E195265 entity
Predicate hasAffiliation P467 FINISHED
Object Association of American Colleges and Universities
The Association of American Colleges and Universities is a leading national higher education organization that advocates for liberal education and works to improve the quality and equity of undergraduate learning in the United States.
E832870 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: Association of American Colleges and Universities | Statement: [AUC, hasAffiliation, Association of American Colleges and Universities]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Association of American Colleges and Universities
Context triple: [AUC, hasAffiliation, Association of American Colleges and Universities]
  • A. American Association of State Colleges and Universities
    The American Association of State Colleges and Universities is a U.S.-based higher education association representing public colleges, universities, and systems that are committed to accessible, affordable, and high-quality undergraduate and graduate education.
  • B. Association of American Universities
    The Association of American Universities is an organization of leading research-intensive universities in North America dedicated to advancing higher education and research policy.
  • C. Association of American International Colleges and Universities
    The Association of American International Colleges and Universities is a consortium of U.S.-accredited, American-style higher education institutions located outside the United States that collaborate to promote liberal arts education and shared academic standards.
  • 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. Council of Independent Colleges
    The Council of Independent Colleges is a national association that supports and advocates for private, nonprofit liberal arts colleges and universities in the United States.
  • 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: Association of American Colleges and Universities
Triple: [AUC, hasAffiliation, Association of American Colleges and Universities]
Generated description
The Association of American Colleges and Universities is a leading national higher education organization that advocates for liberal education and works to improve the quality and equity of undergraduate learning in the United States.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Association of American Colleges and Universities
Target entity description: The Association of American Colleges and Universities is a leading national higher education organization that advocates for liberal education and works to improve the quality and equity of undergraduate learning in the United States.
  • A. American Association of State Colleges and Universities
    The American Association of State Colleges and Universities is a U.S.-based higher education association representing public colleges, universities, and systems that are committed to accessible, affordable, and high-quality undergraduate and graduate education.
  • B. Association of American Universities
    The Association of American Universities is an organization of leading research-intensive universities in North America dedicated to advancing higher education and research policy.
  • C. Association of American International Colleges and Universities
    The Association of American International Colleges and Universities is a consortium of U.S.-accredited, American-style higher education institutions located outside the United States that collaborate to promote liberal arts education and shared academic standards.
  • 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. Council of Independent Colleges
    The Council of Independent Colleges is a national association that supports and advocates for private, nonprofit liberal arts colleges and universities in the United States.
  • 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_69ca82e96a108190932bd1fc4acd73a0 completed March 30, 2026, 2:04 p.m.
NER Named-entity recognition batch_69cdb659307c81908279adb641ceef86 completed April 2, 2026, 12:20 a.m.
NED1 Entity disambiguation (via context triple) batch_69d23d5c6fdc81909b44d0b321201222 completed April 5, 2026, 10:45 a.m.
NEDg Description generation batch_69d23eb1c1f481908404225dcccd0697 completed April 5, 2026, 10:51 a.m.
NED2 Entity disambiguation (via description) batch_69d242aea6a08190a73a836e59865c35 completed April 5, 2026, 11:08 a.m.
Created at: March 30, 2026, 8:45 p.m.