Triple

T10014735
Position Surface form Disambiguated ID Type / Status
Subject Clark University E199459 entity
Predicate memberOf P10 FINISHED
Object Colleges of Worcester Consortium
The Colleges of Worcester Consortium is an association of higher education institutions in the Worcester, Massachusetts area that collaborate on academic programs, cross-registration, and shared resources.
 E217641 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: Colleges of Worcester Consortium | Statement: [Clark University, memberOf, Colleges of Worcester Consortium]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Colleges of Worcester Consortium
Context triple: [Clark University, memberOf, Colleges of Worcester Consortium]
  • A. University of Worcester
    The University of Worcester is a public university in the city of Worcester, England, known for its strengths in education, health, sports, and environmental sustainability.
  • B. Worcester State University
    Worcester State University is a public university in Worcester, Massachusetts, offering a range of undergraduate and graduate programs in the liberal arts, sciences, and professional fields.
  • C. Bridgwater and Taunton College
    Bridgwater and Taunton College is a further and higher education college in Somerset, England, offering a wide range of academic, vocational, and apprenticeship programmes across multiple campuses.
  • D. Worcester campus
    Worcester campus is the Massachusetts College of Pharmacy and Health Sciences’ urban campus located in Worcester, Massachusetts, focused on health sciences and pharmacy education.
  • E. Royal Grammar School, Worcester
    Royal Grammar School, Worcester is a historic independent day school in Worcester, England, known for its strong academic reputation and notable alumni including former Pakistani Prime Minister Imran Khan.
  • 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: Colleges of Worcester Consortium
Triple: [Clark University, memberOf, Colleges of Worcester Consortium]
Generated description
The Colleges of Worcester Consortium is an association of higher education institutions in the Worcester, Massachusetts area that collaborate on academic programs, cross-registration, and shared resources.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Colleges of Worcester Consortium
Target entity description: The Colleges of Worcester Consortium is an association of higher education institutions in the Worcester, Massachusetts area that collaborate on academic programs, cross-registration, and shared resources.
  • A. University of Worcester
    The University of Worcester is a public university in the city of Worcester, England, known for its strengths in education, health, sports, and environmental sustainability.
  • B. Worcester State University chosen
    Worcester State University is a public university in Worcester, Massachusetts, offering a range of undergraduate and graduate programs in the liberal arts, sciences, and professional fields.
  • C. Bridgwater and Taunton College
    Bridgwater and Taunton College is a further and higher education college in Somerset, England, offering a wide range of academic, vocational, and apprenticeship programmes across multiple campuses.
  • D. Worcester campus
    Worcester campus is the Massachusetts College of Pharmacy and Health Sciences’ urban campus located in Worcester, Massachusetts, focused on health sciences and pharmacy education.
  • E. Royal Grammar School, Worcester
    Royal Grammar School, Worcester is a historic independent day school in Worcester, England, known for its strong academic reputation and notable alumni including former Pakistani Prime Minister Imran Khan.
  • F. None of above.

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_69ca8315a1a08190ab310f25620f362b completed March 30, 2026, 2:05 p.m.
NER Named-entity recognition batch_69cdcd49b19c8190b429e3533d072648 completed April 2, 2026, 1:58 a.m.
NED1 Entity disambiguation (via context triple) batch_69d26a8f6f3081909310e28725d31f7e completed April 5, 2026, 1:58 p.m.
NEDg Description generation batch_69d26b84271881909c3a1b8a05e2c8a2 completed April 5, 2026, 2:02 p.m.
NED2 Entity disambiguation (via description) batch_69d26f50dc008190866f0ba45b671560 completed April 5, 2026, 2:18 p.m.
Created at: March 30, 2026, 8:52 p.m.