Triple

T342482
Position Surface form Disambiguated ID Type / Status
Subject Glasgow City E6865 entity
Predicate hasCollege P113 FINISHED
Object City of Glasgow College
City of Glasgow College is a major further and higher education institution in Glasgow, Scotland, offering a wide range of vocational, technical, and academic courses.
E66755 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: City of Glasgow College | Statement: [Glasgow City, hasCollege, City of Glasgow College]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: City of Glasgow College
Context triple: [Glasgow City, hasCollege, City of Glasgow College]
  • A. Glasgow Caledonian University
    Glasgow Caledonian University is a modern public university in Glasgow, Scotland, known for its applied research, strong industry links, and focus on social innovation and widening access to higher education.
  • B. University of the West of Scotland
    The University of the West of Scotland is a modern Scottish public university offering a wide range of vocational and research-focused degree programs across multiple campuses in western Scotland.
  • C. Robert Gordon University
    Robert Gordon University is a modern public university in Aberdeen, Scotland, known for its professionally focused degrees and strong links with industry.
  • D. Abertay University
    Abertay University is a modern public university in Dundee, Scotland, known for its pioneering programs in computer games, cybersecurity, and applied research.
  • E. Edinburgh Napier University
    Edinburgh Napier University is a modern public university in Edinburgh, Scotland, known for its career-focused teaching and strong links with industry.
  • 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: City of Glasgow College
Triple: [Glasgow City, hasCollege, City of Glasgow College]
Generated description
City of Glasgow College is a major further and higher education institution in Glasgow, Scotland, offering a wide range of vocational, technical, and academic courses.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: City of Glasgow College
Target entity description: City of Glasgow College is a major further and higher education institution in Glasgow, Scotland, offering a wide range of vocational, technical, and academic courses.
  • A. Glasgow Caledonian University
    Glasgow Caledonian University is a modern public university in Glasgow, Scotland, known for its applied research, strong industry links, and focus on social innovation and widening access to higher education.
  • B. University of the West of Scotland
    The University of the West of Scotland is a modern Scottish public university offering a wide range of vocational and research-focused degree programs across multiple campuses in western Scotland.
  • C. Robert Gordon University
    Robert Gordon University is a modern public university in Aberdeen, Scotland, known for its professionally focused degrees and strong links with industry.
  • D. Abertay University
    Abertay University is a modern public university in Dundee, Scotland, known for its pioneering programs in computer games, cybersecurity, and applied research.
  • E. Edinburgh Napier University
    Edinburgh Napier University is a modern public university in Edinburgh, Scotland, known for its career-focused teaching and strong links with industry.
  • 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_69a2e7951ba08190960e90823b5078f3 completed Feb. 28, 2026, 1:03 p.m.
NER Named-entity recognition batch_69a2eafef8c88190a5932eb2c6ac4a5d completed Feb. 28, 2026, 1:17 p.m.
NED1 Entity disambiguation (via context triple) batch_69a4b8a6c0788190b38c563b5555ff90 completed March 1, 2026, 10:07 p.m.
NEDg Description generation batch_69a4bce57128819095d61b27ffeaee6c completed March 1, 2026, 10:25 p.m.
NED2 Entity disambiguation (via description) batch_69a4bd73a6208190b7b1ce918c26eefd completed March 1, 2026, 10:28 p.m.
Created at: Feb. 28, 2026, 1:08 p.m.