Triple

T9451494
Position Surface form Disambiguated ID Type / Status
Subject Fuqua School of Business E227903 entity
Predicate offersProgram P178 FINISHED
Object Master of Quantitative Management
The Master of Quantitative Management is a graduate business degree focused on applying data analytics, statistics, and quantitative methods to solve complex organizational and managerial problems.
 E801264 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 Management | Statement: [Fuqua School of Business, offersProgram, Master of Quantitative Management]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Master of Quantitative Management
Context triple: [Fuqua School of Business, offersProgram, Master of Quantitative Management]
  • 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 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.
  • C. Master of Science in Finance program
    The Master of Science in Finance program is a graduate-level degree focused on advanced financial theory, quantitative analysis, and practical skills for careers in corporate finance, investment management, and financial markets.
  • D. 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.
  • E. 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.
  • 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 Management
Triple: [Fuqua School of Business, offersProgram, Master of Quantitative Management]
Generated description
The Master of Quantitative Management is a graduate business degree focused on applying data analytics, statistics, and quantitative methods to solve complex organizational and managerial problems.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Master of Quantitative Management
Target entity description: The Master of Quantitative Management is a graduate business degree focused on applying data analytics, statistics, and quantitative methods to solve complex organizational and managerial problems.
  • 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 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.
  • C. Master of Science in Finance program
    The Master of Science in Finance program is a graduate-level degree focused on advanced financial theory, quantitative analysis, and practical skills for careers in corporate finance, investment management, and financial markets.
  • D. 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.
  • E. 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.
  • 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_69ca8439f8bc8190997f2ef40c9f0bc2 completed March 30, 2026, 2:10 p.m.
NER Named-entity recognition batch_69cd7f6796d8819088cbecc0588ae5fc completed April 1, 2026, 8:26 p.m.
NED1 Entity disambiguation (via context triple) batch_69d12272a2dc8190892a22db0799b6a4 completed April 4, 2026, 2:38 p.m.
NEDg Description generation batch_69d12395841c8190857de8a50ab6345c completed April 4, 2026, 2:43 p.m.
NED2 Entity disambiguation (via description) batch_69d1275bcbd88190a5742a9cf802425a completed April 4, 2026, 2:59 p.m.
Created at: March 30, 2026, 7:51 p.m.