Triple

T3934994
Position Surface form Disambiguated ID Type / Status
Subject Cardiff Metropolitan University E90887 entity
Predicate hasFaculty P141 FINISHED
Object Cardiff School of Management
Cardiff School of Management is a business and management education faculty of Cardiff Metropolitan University offering undergraduate, postgraduate, and professional programs in areas such as business, marketing, accounting, and entrepreneurship.
 E90887 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: Cardiff School of Management | Statement: [Cardiff Metropolitan University, hasFaculty, Cardiff School of Management]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Cardiff School of Management
Context triple: [Cardiff Metropolitan University, hasFaculty, Cardiff School of Management]
  • A. Cardiff Metropolitan University
    Cardiff Metropolitan University is a modern public university in Cardiff, Wales, known for its focus on applied research, professional education, and strong links with industry and the creative sectors.
  • B. Southampton Business School
    Southampton Business School is the University of Southampton’s dedicated faculty for business, management, and economics education and research.
  • C. Cardiff University
    Cardiff University is a major public research university in Wales known for its strong academic reputation and membership in the UK's leading research-intensive universities.
  • D. Warwick Business School
    Warwick Business School is a leading UK business school renowned for its research, MBA and management education programs, and strong links with global industry.
  • E. University of South Wales
    The University of South Wales is a large public university in Wales known for its vocationally focused courses, strong links with industry, and multiple campuses including in Cardiff, Newport, and Pontypridd.
  • 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: Cardiff School of Management
Triple: [Cardiff Metropolitan University, hasFaculty, Cardiff School of Management]
Generated description
Cardiff School of Management is a business and management education faculty of Cardiff Metropolitan University offering undergraduate, postgraduate, and professional programs in areas such as business, marketing, accounting, and entrepreneurship.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Cardiff School of Management
Target entity description: Cardiff School of Management is a business and management education faculty of Cardiff Metropolitan University offering undergraduate, postgraduate, and professional programs in areas such as business, marketing, accounting, and entrepreneurship.
  • A. Cardiff Metropolitan University chosen
    Cardiff Metropolitan University is a modern public university in Cardiff, Wales, known for its focus on applied research, professional education, and strong links with industry and the creative sectors.
  • B. Southampton Business School
    Southampton Business School is the University of Southampton’s dedicated faculty for business, management, and economics education and research.
  • C. Cardiff University
    Cardiff University is a major public research university in Wales known for its strong academic reputation and membership in the UK's leading research-intensive universities.
  • D. Warwick Business School
    Warwick Business School is a leading UK business school renowned for its research, MBA and management education programs, and strong links with global industry.
  • E. University of South Wales
    The University of South Wales is a large public university in Wales known for its vocationally focused courses, strong links with industry, and multiple campuses including in Cardiff, Newport, and Pontypridd.
  • F. None of above.

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_69aed95f26e0819094b0e71974543a19 completed March 9, 2026, 2:29 p.m.
NER Named-entity recognition batch_69aeedcbf0188190a5e828707a77752a completed March 9, 2026, 3:57 p.m.
NED1 Entity disambiguation (via context triple) batch_69b5288b7538819084936489226dd31f completed March 14, 2026, 9:21 a.m.
NEDg Description generation batch_69b529a1486881908ff348558199232b completed March 14, 2026, 9:25 a.m.
NED2 Entity disambiguation (via description) batch_69b52a43c6f081908366d9848728f98a completed March 14, 2026, 9:28 a.m.
Created at: March 9, 2026, 3:23 p.m.