Triple

T2337247
Position Surface form Disambiguated ID Type / Status
Subject Glasgow School of Art E44338 entity
Predicate memberOf P10 FINISHED
Object University of Glasgow Associated Institutions
University of Glasgow Associated Institutions is a network of independent higher education and research institutions in Glasgow that maintain formal academic and collaborative ties with the University of Glasgow.
E272441 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: University of Glasgow Associated Institutions | Statement: [Glasgow School of Art, memberOf, University of Glasgow Associated Institutions]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: University of Glasgow Associated Institutions
Context triple: [Glasgow School of Art, memberOf, University of Glasgow Associated Institutions]
  • A. University of Glasgow
    The University of Glasgow is a historic and prestigious Scottish research university, founded in 1451 and renowned for its contributions to science, medicine, and the humanities.
  • B. Queen’s College Glasgow
    Queen’s College Glasgow was a higher education institution in Glasgow that later became part of what is now Glasgow Caledonian University.
  • C. University of Stirling
    The University of Stirling is a public research university in central Scotland known for its scenic campus, interdisciplinary teaching and research, and strong emphasis on sport and environmental studies.
  • D. University of Aberdeen
    The University of Aberdeen is a historic public research university in northeast Scotland, known for its strong programs in energy, medicine, and the humanities.
  • E. Robert Gordon's College
    Robert Gordon's College is an independent co-educational day school in Aberdeen, Scotland, known for its strong academic reputation and historical links to higher education in the city.
  • 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: University of Glasgow Associated Institutions
Triple: [Glasgow School of Art, memberOf, University of Glasgow Associated Institutions]
Generated description
University of Glasgow Associated Institutions is a network of independent higher education and research institutions in Glasgow that maintain formal academic and collaborative ties with the University of Glasgow.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: University of Glasgow Associated Institutions
Target entity description: University of Glasgow Associated Institutions is a network of independent higher education and research institutions in Glasgow that maintain formal academic and collaborative ties with the University of Glasgow.
  • A. University of Glasgow
    The University of Glasgow is a historic and prestigious Scottish research university, founded in 1451 and renowned for its contributions to science, medicine, and the humanities.
  • B. Queen’s College Glasgow
    Queen’s College Glasgow was a higher education institution in Glasgow that later became part of what is now Glasgow Caledonian University.
  • C. University of Stirling
    The University of Stirling is a public research university in central Scotland known for its scenic campus, interdisciplinary teaching and research, and strong emphasis on sport and environmental studies.
  • D. University of Aberdeen
    The University of Aberdeen is a historic public research university in northeast Scotland, known for its strong programs in energy, medicine, and the humanities.
  • E. Robert Gordon's College
    Robert Gordon's College is an independent co-educational day school in Aberdeen, Scotland, known for its strong academic reputation and historical links to higher education in the city.
  • 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_69a889132b488190bbb43ad4780ddd92 completed March 4, 2026, 7:33 p.m.
NER Named-entity recognition batch_69abc68ac4348190ab6ec46ec7879643 completed March 7, 2026, 6:32 a.m.
NED1 Entity disambiguation (via context triple) batch_69af1f78cce88190a74f9ab6a540fe83 completed March 9, 2026, 7:28 p.m.
NEDg Description generation batch_69af208bd8c08190bb7baf0136da163d completed March 9, 2026, 7:33 p.m.
NED2 Entity disambiguation (via description) batch_69af2104b9a481908a6e3ec316deefd3 completed March 9, 2026, 7:35 p.m.
Created at: March 4, 2026, 7:51 p.m.