Triple

T988254
Position Surface form Disambiguated ID Type / Status
Subject Gloucester E21326 entity
Predicate hasUniversityCampus P4623 FINISHED
Object University of Gloucestershire
The University of Gloucestershire is a public university in England known for its vocationally focused courses, strong links with local industry, and multiple campuses across the county including in Gloucester and Cheltenham.
E158967 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 Gloucestershire | Statement: [Gloucester, hasUniversityCampus, University of Gloucestershire]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: University of Gloucestershire
Context triple: [Gloucester, hasUniversityCampus, University of Gloucestershire]
  • A. 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.
  • B. University of Winchester
    The University of Winchester is a public university in the city of Winchester in Hampshire, England, known for its focus on liberal arts, education, and social justice.
  • C. Solent University
    Solent University is a public university in Southampton, England, known for its vocationally focused courses and strong links to the maritime and creative industries.
  • D. University of the West of England
    The University of the West of England is a modern public university in Bristol, England, known for its career-focused courses, strong industry links, and applied research.
  • E. Bath Spa University
    Bath Spa University is a public university in Bath, England, known for its focus on creative arts, humanities, and education.
  • 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 Gloucestershire
Triple: [Gloucester, hasUniversityCampus, University of Gloucestershire]
Generated description
The University of Gloucestershire is a public university in England known for its vocationally focused courses, strong links with local industry, and multiple campuses across the county including in Gloucester and Cheltenham.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: University of Gloucestershire
Target entity description: The University of Gloucestershire is a public university in England known for its vocationally focused courses, strong links with local industry, and multiple campuses across the county including in Gloucester and Cheltenham.
  • A. 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.
  • B. University of Winchester
    The University of Winchester is a public university in the city of Winchester in Hampshire, England, known for its focus on liberal arts, education, and social justice.
  • C. Solent University
    Solent University is a public university in Southampton, England, known for its vocationally focused courses and strong links to the maritime and creative industries.
  • D. University of the West of England
    The University of the West of England is a modern public university in Bristol, England, known for its career-focused courses, strong industry links, and applied research.
  • E. Bath Spa University
    Bath Spa University is a public university in Bath, England, known for its focus on creative arts, humanities, and education.
  • 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_69a493c383dc8190a03257f22d4b4183 completed March 1, 2026, 7:30 p.m.
NER Named-entity recognition batch_69a4b4a89a58819081a24b5b0a12f122 completed March 1, 2026, 9:50 p.m.
NED1 Entity disambiguation (via context triple) batch_69acd4688fac8190865642466bd4966a completed March 8, 2026, 1:44 a.m.
NEDg Description generation batch_69acd846cee08190800925a4d78d6e1d completed March 8, 2026, 2 a.m.
NED2 Entity disambiguation (via description) batch_69acd896811c8190baa25945bb57673d completed March 8, 2026, 2:01 a.m.
Created at: March 1, 2026, 7:41 p.m.