Triple

T3820728
Position Surface form Disambiguated ID Type / Status
Subject Council on Governmental Affairs E84364 entity
Predicate hasParentType P24954 FINISHED
Object higher education association council
A higher education association council is a collective body that represents and coordinates the interests, policies, and advocacy efforts of colleges, universities, and related academic institutions.
E391854 NE FINISHED

How this triple was built (5 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: higher education association council | Statement: [Council on Governmental Affairs, hasParentType, higher education association council]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: higher education association council
Context triple: [Council on Governmental Affairs, hasParentType, higher education association council]
  • A. Council for Higher Education Accreditation
    The Council for Higher Education Accreditation is a U.S. nonprofit organization that provides recognition to accrediting bodies and promotes academic quality and accountability in higher education.
  • B. 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.
  • C. Higher Learning Commission
    The Higher Learning Commission is a regional accrediting agency in the United States that evaluates and certifies the quality of post-secondary institutions such as colleges and universities.
  • D. 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.
  • 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: higher education association council
Triple: [Council on Governmental Affairs, hasParentType, higher education association council]
Generated description
A higher education association council is a collective body that represents and coordinates the interests, policies, and advocacy efforts of colleges, universities, and related academic institutions.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: higher education association council
Target entity description: A higher education association council is a collective body that represents and coordinates the interests, policies, and advocacy efforts of colleges, universities, and related academic institutions.
  • A. Council for Higher Education Accreditation
    The Council for Higher Education Accreditation is a U.S. nonprofit organization that provides recognition to accrediting bodies and promotes academic quality and accountability in higher education.
  • B. 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.
  • C. Higher Learning Commission
    The Higher Learning Commission is a regional accrediting agency in the United States that evaluates and certifies the quality of post-secondary institutions such as colleges and universities.
  • D. 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.
  • 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
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: hasParentType
Context triple: [Council on Governmental Affairs, hasParentType, higher education association council]
  • A. hasParType chosen
    Indicates that an entity has a specific parent type or category to which it belongs.
  • B. parentType
    Indicates that one entity serves as the direct parent or higher-level type from which another entity is derived or classified.
  • C. haveType
    Indicates that an entity belongs to or is classified under a specified type or category.
  • D. hasParentCategory
    Indicates that an entity belongs to or is organized under a broader, more general category.
  • E. hasParentCompanyType
    Indicates that an entity is associated with a parent company of a specified organizational or business type.
  • F. None of above.

Provenance (6 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_69aed931f5908190be2c07af66d4df25 completed March 9, 2026, 2:29 p.m.
NER Named-entity recognition batch_69aef188b474819087680db42b04ecdd completed March 9, 2026, 4:12 p.m.
NED1 Entity disambiguation (via context triple) batch_69b4fb4998248190b4174dd80a8e790c completed March 14, 2026, 6:08 a.m.
NEDg Description generation batch_69b4ffcf7e24819098cf2e46b92bed4a completed March 14, 2026, 6:27 a.m.
NED2 Entity disambiguation (via description) batch_69b500596e308190a31e44c24de3f31d completed March 14, 2026, 6:29 a.m.
PD Predicate disambiguation batch_69aee74a2bc081909b237df8b1e27653 completed March 9, 2026, 3:29 p.m.
Created at: March 9, 2026, 3:17 p.m.