Triple

T2856635
Position Surface form Disambiguated ID Type / Status
Subject Cambridge Judge Business School E63215 entity
Predicate offersProgram P178 FINISHED
Object 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.
E305010 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 Finance | Statement: [Cambridge Judge Business School, offersProgram, Master of Finance]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Master of Finance
Context triple: [Cambridge Judge Business School, offersProgram, Master of 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 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. School of Finance
    The School of Finance is an academic unit of Zhongnan University of Economics and Law specializing in education and research in finance and related economic disciplines.
  • D. Corp Fin
    Corp Fin is the U.S. Securities and Exchange Commission’s Division of Corporation Finance, which oversees corporate disclosures to protect investors and ensure fair securities markets.
  • E. CQF
    CQF (Cyclic Queuing and Forwarding) is a time-sensitive networking mechanism defined in IEEE 802.1Qch that provides deterministic, low-latency packet forwarding using cyclic transmission queues.
  • 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 Finance
Triple: [Cambridge Judge Business School, offersProgram, Master of Finance]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Master of Finance
Target entity description: 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.
  • 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. School of Finance
    The School of Finance is an academic unit of Zhongnan University of Economics and Law specializing in education and research in finance and related economic disciplines.
  • D. Corp Fin
    Corp Fin is the U.S. Securities and Exchange Commission’s Division of Corporation Finance, which oversees corporate disclosures to protect investors and ensure fair securities markets.
  • E. CQF
    CQF (Cyclic Queuing and Forwarding) is a time-sensitive networking mechanism defined in IEEE 802.1Qch that provides deterministic, low-latency packet forwarding using cyclic transmission queues.
  • 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_69ab4c41e8c08190a9e8f5249cc12610 completed March 6, 2026, 9:50 p.m.
NER Named-entity recognition batch_69abdf62308081908a65decdd5d6f918 completed March 7, 2026, 8:18 a.m.
NED1 Entity disambiguation (via context triple) batch_69b01d8d0eec8190b0b29407264fb2bd completed March 10, 2026, 1:33 p.m.
NEDg Description generation batch_69b020869d7c81909d9a00cc43f0ed7d completed March 10, 2026, 1:45 p.m.
NED2 Entity disambiguation (via description) batch_69b02122270c8190a063f09acefcbb18 completed March 10, 2026, 1:48 p.m.
Created at: March 6, 2026, 10:02 p.m.