Triple

T1529957
Position Surface form Disambiguated ID Type / Status
Subject University of the Witwatersrand E32416 entity
Predicate hasResearchInstitute P186 FINISHED
Object Wits Business School research centres
Wits Business School research centres are specialized academic units within the University of the Witwatersrand’s business school that conduct research on key areas of management, economics, and business in South Africa and beyond.
E32416 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: Wits Business School research centres | Statement: [University of the Witwatersrand, hasResearchInstitute, Wits Business School research centres]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Wits Business School research centres
Context triple: [University of the Witwatersrand, hasResearchInstitute, Wits Business School research centres]
  • A. Centre for Business Research
    The Centre for Business Research is a research institute at the University of Cambridge that focuses on the study of enterprise, innovation, and economic performance, particularly in relation to policy and business practice.
  • B. Durban University of Technology
    Durban University of Technology is a public university of technology in South Africa known for its career-focused programs in engineering, applied sciences, and the arts.
  • C. University of Johannesburg
    The University of Johannesburg is a major South African public university known for its diverse academic programs and strong research output, located in the city of Johannesburg.
  • D. University of KwaZulu-Natal
    The University of KwaZulu-Natal is a major South African public research university formed through a merger in 2004, known for its diverse campuses, strong science and health programs, and focus on African scholarship.
  • E. University of the Witwatersrand
    The University of the Witwatersrand is a leading South African public research university in Johannesburg, renowned for its strong academic programs and significant role in the country’s political and intellectual history.
  • 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: Wits Business School research centres
Triple: [University of the Witwatersrand, hasResearchInstitute, Wits Business School research centres]
Generated description
Wits Business School research centres are specialized academic units within the University of the Witwatersrand’s business school that conduct research on key areas of management, economics, and business in South Africa and beyond.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Wits Business School research centres
Target entity description: Wits Business School research centres are specialized academic units within the University of the Witwatersrand’s business school that conduct research on key areas of management, economics, and business in South Africa and beyond.
  • A. Centre for Business Research
    The Centre for Business Research is a research institute at the University of Cambridge that focuses on the study of enterprise, innovation, and economic performance, particularly in relation to policy and business practice.
  • B. Durban University of Technology
    Durban University of Technology is a public university of technology in South Africa known for its career-focused programs in engineering, applied sciences, and the arts.
  • C. University of Johannesburg
    The University of Johannesburg is a major South African public university known for its diverse academic programs and strong research output, located in the city of Johannesburg.
  • D. University of KwaZulu-Natal
    The University of KwaZulu-Natal is a major South African public research university formed through a merger in 2004, known for its diverse campuses, strong science and health programs, and focus on African scholarship.
  • E. University of the Witwatersrand chosen
    The University of the Witwatersrand is a leading South African public research university in Johannesburg, renowned for its strong academic programs and significant role in the country’s political and intellectual history.
  • 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_69a885ea86308190998f6bc14bb91f8e completed March 4, 2026, 7:20 p.m.
NER Named-entity recognition batch_69a908156b888190968ca0157ae42bc7 completed March 5, 2026, 4:35 a.m.
NED1 Entity disambiguation (via context triple) batch_69ad2957e6e4819087504a16bc32d60b completed March 8, 2026, 7:46 a.m.
NEDg Description generation batch_69ad2a18a79c81908f04ba9aa55d52a0 completed March 8, 2026, 7:49 a.m.
NED2 Entity disambiguation (via description) batch_69ad2a8deae8819095731fdd1b4bd310 completed March 8, 2026, 7:51 a.m.
Created at: March 4, 2026, 7:26 p.m.