Triple

T2766041
Position Surface form Disambiguated ID Type / Status
Subject Faculty of Social Sciences and Health E61339 entity
Predicate hasDepartment P35 FINISHED
Object Durham University Business School
Durham University Business School is a leading UK business school within Durham University, offering internationally accredited programs in business, management, finance, and economics.
 E9990 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: Durham University Business School | Statement: [Faculty of Social Sciences and Health, hasDepartment, Durham University Business School]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Durham University Business School
Context triple: [Faculty of Social Sciences and Health, hasDepartment, Durham University Business School]
  • A. 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.
  • B. Southampton Business School
    Southampton Business School is the University of Southampton’s dedicated faculty for business, management, and economics education and research.
  • C. Durham University
    Durham University is a prestigious collegiate public research university in Durham, England, renowned for its strong academic reputation and historic campus.
  • D. Northumbria University
    Northumbria University is a public research university in Newcastle upon Tyne, England, known for its professional education, strong industry links, and modern urban campus.
  • E. Cambridge Judge Business School
    Cambridge Judge Business School is the University of Cambridge’s business school, renowned for its MBA and postgraduate management programs, research, and close ties to global industry and entrepreneurship.
  • 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: Durham University Business School
Triple: [Faculty of Social Sciences and Health, hasDepartment, Durham University Business School]
Generated description
Durham University Business School is a leading UK business school within Durham University, offering internationally accredited programs in business, management, finance, and economics.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Durham University Business School
Target entity description: Durham University Business School is a leading UK business school within Durham University, offering internationally accredited programs in business, management, finance, and economics.
  • A. 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.
  • B. Southampton Business School
    Southampton Business School is the University of Southampton’s dedicated faculty for business, management, and economics education and research.
  • C. Durham University chosen
    Durham University is a prestigious collegiate public research university in Durham, England, renowned for its strong academic reputation and historic campus.
  • D. Northumbria University
    Northumbria University is a public research university in Newcastle upon Tyne, England, known for its professional education, strong industry links, and modern urban campus.
  • E. Cambridge Judge Business School
    Cambridge Judge Business School is the University of Cambridge’s business school, renowned for its MBA and postgraduate management programs, research, and close ties to global industry and entrepreneurship.
  • 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_69ab4b7bab6c8190a5c2efef19a8ef34 completed March 6, 2026, 9:47 p.m.
NER Named-entity recognition batch_69abdd5762d08190a6286994a4e5dd92 completed March 7, 2026, 8:09 a.m.
NED1 Entity disambiguation (via context triple) batch_69afc048bc8481908a6f70e034167c2a completed March 10, 2026, 6:55 a.m.
NEDg Description generation batch_69afc14239e48190ad20f660e88befcb completed March 10, 2026, 6:59 a.m.
NED2 Entity disambiguation (via description) batch_69afc202466c81908c300520173837dc completed March 10, 2026, 7:02 a.m.
Created at: March 6, 2026, 9:57 p.m.