Triple

T9195135
Position Surface form Disambiguated ID Type / Status
Subject University of Bradford E220685 entity
Predicate hasStudentUnion P1855 FINISHED
Object University of Bradford Union of Students
The University of Bradford Union of Students is the representative body and social hub for students at the University of Bradford, providing support, activities, and advocacy on their behalf.
 E783623 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 Bradford Union of Students | Statement: [University of Bradford, hasStudentUnion, University of Bradford Union of Students]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: University of Bradford Union of Students
Context triple: [University of Bradford, hasStudentUnion, University of Bradford Union of Students]
  • A. University of Bradford
    The University of Bradford is a public research university in the city of Bradford, England, known for its strengths in technology, management, and social sciences and its focus on applied, career-oriented education.
  • B. Sheffield Students' Union
    Sheffield Students' Union is the representative body and social hub for students at the University of Sheffield, providing support, activities, and services on their behalf.
  • C. Sheffield Hallam Students' Union
    Sheffield Hallam Students' Union is the representative body and social hub for students at Sheffield Hallam University, providing support, activities, and advocacy on their behalf.
  • D. University of Manchester Students' Union
    The University of Manchester Students' Union is the main representative body and social hub for students at the University of Manchester, providing support, activities, societies, and advocacy on their behalf.
  • E. Bradford College
    Bradford College is a further and higher education institution in Bradford, England, offering a wide range of vocational, academic, and creative arts courses.
  • 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 Bradford Union of Students
Triple: [University of Bradford, hasStudentUnion, University of Bradford Union of Students]
Generated description
The University of Bradford Union of Students is the representative body and social hub for students at the University of Bradford, providing support, activities, and advocacy on their behalf.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: University of Bradford Union of Students
Target entity description: The University of Bradford Union of Students is the representative body and social hub for students at the University of Bradford, providing support, activities, and advocacy on their behalf.
  • A. University of Bradford
    The University of Bradford is a public research university in the city of Bradford, England, known for its strengths in technology, management, and social sciences and its focus on applied, career-oriented education.
  • B. Sheffield Students' Union
    Sheffield Students' Union is the representative body and social hub for students at the University of Sheffield, providing support, activities, and services on their behalf.
  • C. Sheffield Hallam Students' Union
    Sheffield Hallam Students' Union is the representative body and social hub for students at Sheffield Hallam University, providing support, activities, and advocacy on their behalf.
  • D. University of Manchester Students' Union
    The University of Manchester Students' Union is the main representative body and social hub for students at the University of Manchester, providing support, activities, societies, and advocacy on their behalf.
  • E. Bradford College
    Bradford College is a further and higher education institution in Bradford, England, offering a wide range of vocational, academic, and creative arts courses.
  • 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_69ca83e7ba70819088b74866d9da2c30 completed March 30, 2026, 2:08 p.m.
NER Named-entity recognition batch_69ccd87c3a3c8190b60f19873ef6e1f8 completed April 1, 2026, 8:34 a.m.
NED1 Entity disambiguation (via context triple) batch_69d05c36d7208190a593923bad3d18e7 completed April 4, 2026, 12:32 a.m.
NEDg Description generation batch_69d05cb45280819096747ff8f7d5c2a0 completed April 4, 2026, 12:35 a.m.
NED2 Entity disambiguation (via description) batch_69d05d5d29f4819081c28b24cb2058b0 completed April 4, 2026, 12:37 a.m.
Created at: March 30, 2026, 7:25 p.m.