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