Triple

T705798
Position Surface form Disambiguated ID Type / Status
Subject Northeastern University E14095 entity
Predicate memberOf P10 FINISHED
Object Association of Independent Colleges and Universities in Massachusetts
The Association of Independent Colleges and Universities in Massachusetts is a nonprofit consortium representing the interests of private, independent higher education institutions across Massachusetts in policy, advocacy, and collaboration.
E86624 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 Independent Colleges and Universities in Massachusetts | Statement: [Northeastern University, memberOf, Association of Independent Colleges and Universities in Massachusetts]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Association of Independent Colleges and Universities in Massachusetts
Context triple: [Northeastern University, memberOf, Association of Independent Colleges and Universities in Massachusetts]
  • A. New England Commission of Higher Education
    The New England Commission of Higher Education is a regional accrediting agency in the United States that evaluates and certifies the quality and standards of colleges and universities in the New England region.
  • B. Massachusetts Department of Higher Education
    The Massachusetts Department of Higher Education is the state agency responsible for overseeing public higher education institutions and policies in Massachusetts.
  • C. Massachusetts College of Liberal Arts
    Massachusetts College of Liberal Arts is a small public liberal arts college located in North Adams, Massachusetts, known for its focus on undergraduate education in the arts and sciences.
  • D. Harvard Corporation
    The Harvard Corporation is the smaller of Harvard University's two governing boards and serves as the institution's principal fiduciary and executive authority.
  • E. Tri-College Consortium
    The Tri-College Consortium is an academic partnership among Swarthmore College, Bryn Mawr College, and Haverford College that allows cross-registration and shared resources among the three liberal arts institutions.
  • 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 Independent Colleges and Universities in Massachusetts
Triple: [Northeastern University, memberOf, Association of Independent Colleges and Universities in Massachusetts]
Generated description
The Association of Independent Colleges and Universities in Massachusetts is a nonprofit consortium representing the interests of private, independent higher education institutions across Massachusetts in policy, advocacy, and collaboration.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Association of Independent Colleges and Universities in Massachusetts
Target entity description: The Association of Independent Colleges and Universities in Massachusetts is a nonprofit consortium representing the interests of private, independent higher education institutions across Massachusetts in policy, advocacy, and collaboration.
  • A. New England Commission of Higher Education
    The New England Commission of Higher Education is a regional accrediting agency in the United States that evaluates and certifies the quality and standards of colleges and universities in the New England region.
  • B. Massachusetts Department of Higher Education
    The Massachusetts Department of Higher Education is the state agency responsible for overseeing public higher education institutions and policies in Massachusetts.
  • C. Massachusetts College of Liberal Arts
    Massachusetts College of Liberal Arts is a small public liberal arts college located in North Adams, Massachusetts, known for its focus on undergraduate education in the arts and sciences.
  • D. Harvard Corporation
    The Harvard Corporation is the smaller of Harvard University's two governing boards and serves as the institution's principal fiduciary and executive authority.
  • E. Tri-College Consortium
    The Tri-College Consortium is an academic partnership among Swarthmore College, Bryn Mawr College, and Haverford College that allows cross-registration and shared resources among the three liberal arts institutions.
  • 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_69a493494ec48190ae6751683625a9ba completed March 1, 2026, 7:28 p.m.
NER Named-entity recognition batch_69a4a54607f08190b3ee4805f2ea4b2f completed March 1, 2026, 8:44 p.m.
NED1 Entity disambiguation (via context triple) batch_69a63755d1f081909f214ab8d497f096 completed March 3, 2026, 1:20 a.m.
NEDg Description generation batch_69a63af75b1881908fa959febc48775e completed March 3, 2026, 1:35 a.m.
NED2 Entity disambiguation (via description) batch_69a63b60e96c8190b4f13bd7076af38a completed March 3, 2026, 1:37 a.m.
Created at: March 1, 2026, 7:36 p.m.