Triple

T2927125
Position Surface form Disambiguated ID Type / Status
Subject Robert H. Smith School of Business E78871 entity
Predicate offersProgram P178 FINISHED
Object Master of Quantitative Finance
The Master of Quantitative Finance is a graduate-level program focused on applying advanced mathematical, statistical, and computational methods to financial markets, risk management, and investment strategies.
 E48630 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 Quantitative Finance | Statement: [Robert H. Smith School of Business, offersProgram, Master of Quantitative Finance]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Master of Quantitative Finance
Context triple: [Robert H. Smith School of Business, offersProgram, Master of Quantitative Finance]
  • A. Master of Financial Engineering
    The Master of Financial Engineering is a specialized graduate degree program that trains students to apply advanced quantitative, mathematical, and computational methods to finance and risk management.
  • B. Master of Finance
    The Master of Finance is a specialized postgraduate degree focused on advanced financial theory and practice, preparing students for professional careers in areas such as investment banking, asset management, and financial analysis.
  • 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. MPhil in Finance
    The MPhil in Finance is a postgraduate research-oriented master’s program at the University of Cambridge designed to provide rigorous training in financial economics and quantitative finance, often serving as preparation for PhD study or high-level finance careers.
  • E. 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.
  • 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 Quantitative Finance
Triple: [Robert H. Smith School of Business, offersProgram, Master of Quantitative Finance]
Generated description
The Master of Quantitative Finance is a graduate-level program focused on applying advanced mathematical, statistical, and computational methods to financial markets, risk management, and investment strategies.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Master of Quantitative Finance
Target entity description: The Master of Quantitative Finance is a graduate-level program focused on applying advanced mathematical, statistical, and computational methods to financial markets, risk management, and investment strategies.
  • A. Master of Financial Engineering chosen
    The Master of Financial Engineering is a specialized graduate degree program that trains students to apply advanced quantitative, mathematical, and computational methods to finance and risk management.
  • B. Master of Finance
    The Master of Finance is a specialized postgraduate degree focused on advanced financial theory and practice, preparing students for professional careers in areas such as investment banking, asset management, and financial analysis.
  • 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. MPhil in Finance
    The MPhil in Finance is a postgraduate research-oriented master’s program at the University of Cambridge designed to provide rigorous training in financial economics and quantitative finance, often serving as preparation for PhD study or high-level finance careers.
  • E. 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.
  • 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_69ad8b0d40b481908bc2a5fa2e73c3fb completed March 8, 2026, 2:43 p.m.
NER Named-entity recognition batch_69ad97fd89d88190bc7db4b39058ae3a completed March 8, 2026, 3:38 p.m.
NED1 Entity disambiguation (via context triple) batch_69b08668a204819082b13e6ce62d5728 completed March 10, 2026, 9 p.m.
NEDg Description generation batch_69b0d18f7928819098fba6a23dd40230 completed March 11, 2026, 2:21 a.m.
NED2 Entity disambiguation (via description) batch_69b0d221ec2481909c9d42f1c0d86b9b completed March 11, 2026, 2:23 a.m.
Created at: March 8, 2026, 2:55 p.m.