Triple

T8958743
Position Surface form Disambiguated ID Type / Status
Subject Loughborough University E213543 entity
Predicate hasFaculty P141 FINISHED
Object Loughborough Business School
Loughborough Business School is the business and management faculty of Loughborough University, offering undergraduate, postgraduate, and research programs in areas such as management, finance, and marketing.
 E213543 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 Business School | Statement: [Loughborough University, hasFaculty, Loughborough Business School]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Loughborough Business School
Context triple: [Loughborough University, hasFaculty, Loughborough Business School]
  • A. Loughborough University
    Loughborough University is a leading UK higher education institution renowned for its engineering, technology, and world-class sports programs.
  • B. 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.
  • C. Southampton Business School
    Southampton Business School is the University of Southampton’s dedicated faculty for business, management, and economics education and research.
  • D. Henley Business School
    Henley Business School is a leading international business school known for its MBA and executive education programs, operating as part of the University of Reading in the United Kingdom.
  • E. Lee Business School
    Lee Business School is the business school of the University of Nevada, Las Vegas, offering undergraduate and graduate programs in business and related fields.
  • 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 Business School
Triple: [Loughborough University, hasFaculty, Loughborough Business School]
Generated description
Loughborough Business School is the business and management faculty of Loughborough University, offering undergraduate, postgraduate, and research programs in areas such as management, finance, and marketing.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Loughborough Business School
Target entity description: Loughborough Business School is the business and management faculty of Loughborough University, offering undergraduate, postgraduate, and research programs in areas such as management, finance, and marketing.
  • A. Loughborough University chosen
    Loughborough University is a leading UK higher education institution renowned for its engineering, technology, and world-class sports programs.
  • B. 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.
  • C. Southampton Business School
    Southampton Business School is the University of Southampton’s dedicated faculty for business, management, and economics education and research.
  • D. Henley Business School
    Henley Business School is a leading international business school known for its MBA and executive education programs, operating as part of the University of Reading in the United Kingdom.
  • E. Lee Business School
    Lee Business School is the business school of the University of Nevada, Las Vegas, offering undergraduate and graduate programs in business and related fields.
  • 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_69ca8399ad2081909f8fa41d4314c215 completed March 30, 2026, 2:07 p.m.
NER Named-entity recognition batch_69cc672b12b48190a9d964f79b96d237 completed April 1, 2026, 12:30 a.m.
NED1 Entity disambiguation (via context triple) batch_69cfc9430a8c819096e0df38c107d1bd completed April 3, 2026, 2:05 p.m.
NEDg Description generation batch_69cfcaabe06481908e4a1a20dc16906e completed April 3, 2026, 2:11 p.m.
NED2 Entity disambiguation (via description) batch_69cfcb5d2be48190847967325f4c8f03 completed April 3, 2026, 2:14 p.m.
Created at: March 30, 2026, 7 p.m.