Triple

T18951024
Position Surface form Disambiguated ID Type / Status
Subject Rotman School of Management E463648 entity
Predicate offersProgram P178 FINISHED
Object Master of Management Analytics
The Master of Management Analytics is a specialized graduate program focused on applying advanced data analytics and quantitative methods to solve complex business and management problems.
E775 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 Management Analytics | Statement: [Rotman School of Management, offersProgram, Master of Management Analytics]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Master of Management Analytics
Context triple: [Rotman School of Management, offersProgram, Master of Management Analytics]
  • 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 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.
  • C. Master of Data Science
    The Master of Data Science is a postgraduate degree program focused on advanced statistical analysis, machine learning, and data-driven decision-making for real-world applications.
  • 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 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.
  • 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 Management Analytics
Triple: [Rotman School of Management, offersProgram, Master of Management Analytics]
Generated description
The Master of Management Analytics is a specialized graduate program focused on applying advanced data analytics and quantitative methods to solve complex business and management problems.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Master of Management Analytics
Target entity description: The Master of Management Analytics is a specialized graduate program focused on applying advanced data analytics and quantitative methods to solve complex business and management problems.
  • A. Master of Business Analytics chosen
    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 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.
  • C. Master of Data Science
    The Master of Data Science is a postgraduate degree program focused on advanced statistical analysis, machine learning, and data-driven decision-making for real-world applications.
  • 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 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.
  • 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_69d8dcffc278819086792a4ebfddfafa completed April 10, 2026, 11:20 a.m.
NER Named-entity recognition batch_69e5d542b238819089ccd2df279a2f7f completed April 20, 2026, 7:26 a.m.
NED1 Entity disambiguation (via context triple) batch_6a059fd2cd4081909f9fa013bb8f2aec completed May 14, 2026, 10:11 a.m.
NEDg Description generation batch_6a05a161c8e88190a6f9c9abe3314487 completed May 14, 2026, 10:18 a.m.
NED2 Entity disambiguation (via description) batch_6a05a1cb500481908608daee7537dd0c completed May 14, 2026, 10:19 a.m.
Created at: April 10, 2026, noon