Triple

T11163076
Position Surface form Disambiguated ID Type / Status
Subject Faculty of Commerce, University of Cape Town E264087 entity
Predicate offersProgram P178 FINISHED
Object Master of Business Science
The Master of Business Science is a postgraduate degree focused on advanced quantitative and analytical approaches to business and commerce, typically combining rigorous research with applied management training.
 E909297 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: Master of Business Science | Statement: [Faculty of Commerce, University of Cape Town, offersProgram, Master of Business Science]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Master of Business Science
Context triple: [Faculty of Commerce, University of Cape Town, offersProgram, Master of Business Science]
  • A. Master of Business Analytics
    The Master of Business Analytics is a specialized graduate degree focused on applying advanced data science, statistical modeling, and quantitative methods to solve complex business problems and support data-driven decision-making.
  • B. Master of Economics
    The Master of Economics is a postgraduate degree focused on advanced economic theory, quantitative methods, and applied economic analysis, preparing graduates for professional or research careers in economics and related fields.
  • C. Master of Management in Finance
    The Master of Management in Finance is a specialized graduate program focused on advanced financial theory and practice, preparing students for careers in areas such as investment banking, asset management, and corporate finance.
  • D. Master of Information Management and Systems
    The Master of Information Management and Systems is a professional graduate degree focused on the design, management, and use of information technologies and data to solve complex organizational and societal problems.
  • E. Master of Science
    The Master of Science is a graduate-level academic degree focused on advanced study and research in scientific and technical disciplines.
  • 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: Master of Business Science
Triple: [Faculty of Commerce, University of Cape Town, offersProgram, Master of Business Science]
Generated description
The Master of Business Science is a postgraduate degree focused on advanced quantitative and analytical approaches to business and commerce, typically combining rigorous research with applied management training.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Master of Business Science
Target entity description: The Master of Business Science is a postgraduate degree focused on advanced quantitative and analytical approaches to business and commerce, typically combining rigorous research with applied management training.
  • A. Master of Business Analytics
    The Master of Business Analytics is a specialized graduate degree focused on applying advanced data science, statistical modeling, and quantitative methods to solve complex business problems and support data-driven decision-making.
  • B. Master of Economics
    The Master of Economics is a postgraduate degree focused on advanced economic theory, quantitative methods, and applied economic analysis, preparing graduates for professional or research careers in economics and related fields.
  • C. Master of Management in Finance
    The Master of Management in Finance is a specialized graduate program focused on advanced financial theory and practice, preparing students for careers in areas such as investment banking, asset management, and corporate finance.
  • D. Master of Information Management and Systems
    The Master of Information Management and Systems is a professional graduate degree focused on the design, management, and use of information technologies and data to solve complex organizational and societal problems.
  • E. Master of Science
    The Master of Science is a graduate-level academic degree focused on advanced study and research in scientific and technical disciplines.
  • 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_69d6aa9ccddc8190868998c8b7beb060 completed April 8, 2026, 7:21 p.m.
NER Named-entity recognition batch_69d7e8832fe88190a74d81f9ed547baa completed April 9, 2026, 5:57 p.m.
NED1 Entity disambiguation (via context triple) batch_69e46375c61c8190939401f790cf1593 completed April 19, 2026, 5:09 a.m.
NEDg Description generation batch_69e46c374ca08190a876ee68dea9b821 completed April 19, 2026, 5:46 a.m.
NED2 Entity disambiguation (via description) batch_69e4747bc02c81908f0782cf85667f3f completed April 19, 2026, 6:21 a.m.
Created at: April 8, 2026, 9:29 p.m.