Triple

T2856637
Position Surface form Disambiguated ID Type / Status
Subject Cambridge Judge Business School E63215 entity
Predicate offersProgram P178 FINISHED
Object 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.
E305012 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: MPhil in Finance | Statement: [Cambridge Judge Business School, offersProgram, MPhil in Finance]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: MPhil in Finance
Context triple: [Cambridge Judge Business School, offersProgram, MPhil in Finance]
  • A. 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.
  • B. 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.
  • C. 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.
  • D. Fellow Programme in Management
    The Fellow Programme in Management is the doctoral-level research program of the Indian Institute of Management Ahmedabad, designed to train scholars and academics in advanced management theory and practice.
  • E. graduate school of economics
    A graduate school of economics is an advanced academic institution that offers postgraduate education and research programs focused on economic theory, applied 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: MPhil in Finance
Triple: [Cambridge Judge Business School, offersProgram, MPhil in Finance]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: MPhil in Finance
Target entity description: 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.
  • A. 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.
  • B. 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.
  • C. 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.
  • D. Fellow Programme in Management
    The Fellow Programme in Management is the doctoral-level research program of the Indian Institute of Management Ahmedabad, designed to train scholars and academics in advanced management theory and practice.
  • E. graduate school of economics
    A graduate school of economics is an advanced academic institution that offers postgraduate education and research programs focused on economic theory, applied 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_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.