Triple

T2213167
Position Surface form Disambiguated ID Type / Status
Subject National University of Singapore E50962 entity
Predicate hasSchool P113 FINISHED
Object NUS Business School
NUS Business School is the business faculty of the National University of Singapore, renowned in Asia and globally for its MBA, undergraduate, and executive education programs.
 E50962 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: NUS Business School | Statement: [National University of Singapore, hasSchool, NUS Business School]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: NUS Business School
Context triple: [National University of Singapore, hasSchool, NUS Business School]
  • A. National University of Singapore
    The National University of Singapore is a leading global research-intensive university and Singapore’s flagship higher education institution, renowned for its strengths in science, engineering, medicine, and public policy.
  • B. Nanyang Technological University
    Nanyang Technological University is a leading research-intensive public university in Singapore known for its strengths in engineering, technology, and innovation.
  • C. Simon Business School
    Simon Business School is the graduate business school of the University of Rochester, known for its strong emphasis on analytics, economics-based curriculum, and quantitative approach to management education.
  • D. 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.
  • 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: NUS Business School
Triple: [National University of Singapore, hasSchool, NUS Business School]
Generated description
NUS Business School is the business faculty of the National University of Singapore, renowned in Asia and globally for its MBA, undergraduate, and executive education programs.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: NUS Business School
Target entity description: NUS Business School is the business faculty of the National University of Singapore, renowned in Asia and globally for its MBA, undergraduate, and executive education programs.
  • A. National University of Singapore chosen
    The National University of Singapore is a leading global research-intensive university and Singapore’s flagship higher education institution, renowned for its strengths in science, engineering, medicine, and public policy.
  • B. Nanyang Technological University
    Nanyang Technological University is a leading research-intensive public university in Singapore known for its strengths in engineering, technology, and innovation.
  • C. Simon Business School
    Simon Business School is the graduate business school of the University of Rochester, known for its strong emphasis on analytics, economics-based curriculum, and quantitative approach to management education.
  • D. 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.
  • 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_69a88b06709c8190978fb2418470d1b6 completed March 4, 2026, 7:41 p.m.
NER Named-entity recognition batch_69abbfee6ae48190825ca792e8f99946 completed March 7, 2026, 6:04 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae655245c48190a37f4b6344a9a3dc completed March 9, 2026, 6:14 a.m.
NEDg Description generation batch_69ae66579c008190876ce89581337293 completed March 9, 2026, 6:19 a.m.
NED2 Entity disambiguation (via description) batch_69ae668ef8bc819085ed1c83f447d396 completed March 9, 2026, 6:19 a.m.
Created at: March 4, 2026, 7:46 p.m.