Triple

T2987351
Position Surface form Disambiguated ID Type / Status
Subject Yee-Whye Teh E80657 entity
Predicate affiliation P10 FINISHED
Object Oxford-Man Institute of Quantitative Finance
The Oxford-Man Institute of Quantitative Finance is a research center at the University of Oxford focused on advanced quantitative methods and data-driven approaches in finance.
 E315950 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: Oxford-Man Institute of Quantitative Finance | Statement: [Yee-Whye Teh, affiliation, Oxford-Man Institute of Quantitative Finance]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Oxford-Man Institute of Quantitative Finance
Context triple: [Yee-Whye Teh, affiliation, Oxford-Man Institute of Quantitative Finance]
  • A. Oxford Martin School
    The Oxford Martin School is a multidisciplinary research institute at the University of Oxford focused on tackling global challenges and shaping the future through long-term, cross-cutting scholarship.
  • B. 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.
  • C. Imperial College Business School
    Imperial College Business School is the graduate business school of Imperial College London, specializing in management, finance, and innovation with a strong focus on technology and entrepreneurship.
  • 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. Queen’s Management School
    Queen’s Management School is the business and management faculty of Queen’s University Belfast, offering education and research in areas such as accounting, finance, economics, and management.
  • 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: Oxford-Man Institute of Quantitative Finance
Triple: [Yee-Whye Teh, affiliation, Oxford-Man Institute of Quantitative Finance]
Generated description
The Oxford-Man Institute of Quantitative Finance is a research center at the University of Oxford focused on advanced quantitative methods and data-driven approaches in finance.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Oxford-Man Institute of Quantitative Finance
Target entity description: The Oxford-Man Institute of Quantitative Finance is a research center at the University of Oxford focused on advanced quantitative methods and data-driven approaches in finance.
  • A. Oxford Martin School
    The Oxford Martin School is a multidisciplinary research institute at the University of Oxford focused on tackling global challenges and shaping the future through long-term, cross-cutting scholarship.
  • B. 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.
  • C. Imperial College Business School
    Imperial College Business School is the graduate business school of Imperial College London, specializing in management, finance, and innovation with a strong focus on technology and entrepreneurship.
  • 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. Queen’s Management School
    Queen’s Management School is the business and management faculty of Queen’s University Belfast, offering education and research in areas such as accounting, finance, economics, and management.
  • 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_69ad8b16c3488190b47b6aa7a59a335b completed March 8, 2026, 2:43 p.m.
NER Named-entity recognition batch_69ad99c88f608190bf734e0b744bf3d1 completed March 8, 2026, 3:46 p.m.
NED1 Entity disambiguation (via context triple) batch_69b108fe2568819083a8f97b37dc8340 completed March 11, 2026, 6:17 a.m.
NEDg Description generation batch_69b10b8230b08190b9b572a81b3cf094 completed March 11, 2026, 6:28 a.m.
NED2 Entity disambiguation (via description) batch_69b10bc9d6648190bfb161bc7699926e completed March 11, 2026, 6:29 a.m.
Created at: March 8, 2026, 2:59 p.m.