Triple

T9085850
Position Surface form Disambiguated ID Type / Status
Subject Loughborough E217751 entity
Predicate hasEducationalInstitution P113 FINISHED
Object Loughborough College
Loughborough College is a further and higher education institution in Loughborough, England, offering vocational courses, apprenticeships, and degree programs across a range of subjects.
 E778661 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: Loughborough College | Statement: [Loughborough, hasEducationalInstitution, Loughborough College]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Loughborough College
Context triple: [Loughborough, hasEducationalInstitution, Loughborough College]
  • A. Loughborough University
    Loughborough University is a leading UK higher education institution renowned for its engineering, technology, and world-class sports programs.
  • B. Uxbridge College
    Uxbridge College is a further education college in Uxbridge, London, offering a range of vocational courses, A-levels, and apprenticeships.
  • C. Coventry University
    Coventry University is a public research university located in the city of Coventry in England’s West Midlands, known for its career-focused courses and strong links with industry.
  • D. Milton Keynes College
    Milton Keynes College is a further and higher education institution in Milton Keynes offering a range of vocational, academic, and professional courses.
  • E. Westminster Kingsway College
    Westminster Kingsway College is a renowned London further-education institution particularly famous for its hospitality and culinary arts programs, which have produced prominent chefs such as Jamie Oliver.
  • 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: Loughborough College
Triple: [Loughborough, hasEducationalInstitution, Loughborough College]
Generated description
Loughborough College is a further and higher education institution in Loughborough, England, offering vocational courses, apprenticeships, and degree programs across a range of subjects.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Loughborough College
Target entity description: Loughborough College is a further and higher education institution in Loughborough, England, offering vocational courses, apprenticeships, and degree programs across a range of subjects.
  • A. Loughborough University
    Loughborough University is a leading UK higher education institution renowned for its engineering, technology, and world-class sports programs.
  • B. Uxbridge College
    Uxbridge College is a further education college in Uxbridge, London, offering a range of vocational courses, A-levels, and apprenticeships.
  • C. Coventry University
    Coventry University is a public research university located in the city of Coventry in England’s West Midlands, known for its career-focused courses and strong links with industry.
  • D. Milton Keynes College
    Milton Keynes College is a further and higher education institution in Milton Keynes offering a range of vocational, academic, and professional courses.
  • E. Westminster Kingsway College
    Westminster Kingsway College is a renowned London further-education institution particularly famous for its hospitality and culinary arts programs, which have produced prominent chefs such as Jamie Oliver.
  • 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_69ca83d7a0388190ba1af89ed7ba36f9 completed March 30, 2026, 2:08 p.m.
NER Named-entity recognition batch_69cc9654cb3c819089fa8c0ab0841c81 completed April 1, 2026, 3:51 a.m.
NED1 Entity disambiguation (via context triple) batch_69d02ffa9fb88190ab088be46b566ae8 completed April 3, 2026, 9:24 p.m.
NEDg Description generation batch_69d03133ab2081909ea8d32bd7689dec completed April 3, 2026, 9:29 p.m.
NED2 Entity disambiguation (via description) batch_69d031db52d08190962c352014a99135 completed April 3, 2026, 9:32 p.m.
Created at: March 30, 2026, 7:13 p.m.