Triple

T571382
Position Surface form Disambiguated ID Type / Status
Subject Birmingham E13669 entity
Predicate hasUniversity P113 FINISHED
Object University College Birmingham
University College Birmingham is a UK higher education institution in Birmingham known for its vocational, professional, and hospitality-focused courses.
 E90860 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 College Birmingham | Statement: [Birmingham, hasUniversity, University College Birmingham]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: University College Birmingham
Context triple: [Birmingham, hasUniversity, University College Birmingham]
  • A. Birmingham City University
    Birmingham City University is a modern public university in Birmingham, England, known for its vocationally focused courses and strong links with industry and the creative sectors.
  • B. University of Birmingham
    The University of Birmingham is a major public research university in Birmingham, England, renowned for its strong academic reputation and extensive contributions to research and higher education.
  • C. Aston University
    Aston University is a public research university in Birmingham, England, known for its strong focus on business, engineering, and applied sciences.
  • D. Manchester Metropolitan University
    Manchester Metropolitan University is a large public university in Manchester, England, known for its vocationally oriented courses, strong links with industry, and extensive urban campus.
  • E. University of Warwick
    The University of Warwick is a leading public research university in Coventry, England, renowned for its strong academic reputation, innovative research, and highly ranked programs across disciplines such as economics, business, and the sciences.
  • 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 College Birmingham
Triple: [Birmingham, hasUniversity, University College Birmingham]
Generated description
University College Birmingham is a UK higher education institution in Birmingham known for its vocational, professional, and hospitality-focused courses.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: University College Birmingham
Target entity description: University College Birmingham is a UK higher education institution in Birmingham known for its vocational, professional, and hospitality-focused courses.
  • A. Birmingham City University
    Birmingham City University is a modern public university in Birmingham, England, known for its vocationally focused courses and strong links with industry and the creative sectors.
  • B. University of Birmingham
    The University of Birmingham is a major public research university in Birmingham, England, renowned for its strong academic reputation and extensive contributions to research and higher education.
  • C. Aston University
    Aston University is a public research university in Birmingham, England, known for its strong focus on business, engineering, and applied sciences.
  • D. Manchester Metropolitan University
    Manchester Metropolitan University is a large public university in Manchester, England, known for its vocationally oriented courses, strong links with industry, and extensive urban campus.
  • E. University of Warwick
    The University of Warwick is a leading public research university in Coventry, England, renowned for its strong academic reputation, innovative research, and highly ranked programs across disciplines such as economics, business, and the sciences.
  • 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_69a4933fa4d88190a7949cc83c08c5c1 completed March 1, 2026, 7:27 p.m.
NER Named-entity recognition batch_69a49b483ac08190b3be152a7cf42011 completed March 1, 2026, 8:02 p.m.
NED1 Entity disambiguation (via context triple) batch_69a66662e848819095aca23ceb5eeef2 completed March 3, 2026, 4:41 a.m.
NEDg Description generation batch_69a666ded0288190a43e8a13db4f6914 completed March 3, 2026, 4:43 a.m.
NED2 Entity disambiguation (via description) batch_69a667b8de2c819092f9a4c10abeeb56 completed March 3, 2026, 4:46 a.m.
Created at: March 1, 2026, 7:33 p.m.