Triple

T1652755
Position Surface form Disambiguated ID Type / Status
Subject Carey Business School E35729 entity
Predicate offersProgram P178 FINISHED
Object MS in Finance
MS in Finance is a specialized graduate degree focused on advanced financial theory, quantitative analysis, and practical skills for careers in corporate finance, investment management, and financial markets.
E144228 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: MS in Finance | Statement: [Carey Business School, offersProgram, MS in Finance]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: MS in Finance
Context triple: [Carey Business School, offersProgram, MS 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. MBA
    The MBA is a prestigious graduate-level business degree designed to develop advanced leadership, management, and analytical skills for careers in business and related fields.
  • E. MS in Management Studies
    The MS in Management Studies is a specialized graduate business degree designed to provide advanced management and leadership training, often for students with a strong quantitative or technical background seeking to broaden their business expertise.
  • 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: MS in Finance
Triple: [Carey Business School, offersProgram, MS in Finance]
Generated description
MS in Finance is a specialized graduate degree focused on advanced financial theory, quantitative analysis, and practical skills for careers in corporate finance, investment management, and financial markets.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: MS in Finance
Target entity description: MS in Finance is a specialized graduate degree focused on advanced financial theory, quantitative analysis, and practical skills for careers in corporate finance, investment management, and financial markets.
  • A. Master of Management in Finance chosen
    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. MBA
    The MBA is a prestigious graduate-level business degree designed to develop advanced leadership, management, and analytical skills for careers in business and related fields.
  • E. MS in Management Studies
    The MS in Management Studies is a specialized graduate business degree designed to provide advanced management and leadership training, often for students with a strong quantitative or technical background seeking to broaden their business expertise.
  • 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_69a8860568888190a32cd9f70acbba42 completed March 4, 2026, 7:20 p.m.
NER Named-entity recognition batch_69a90a88cb108190a836b972f600c257 completed March 5, 2026, 4:46 a.m.
NED1 Entity disambiguation (via context triple) batch_69ad60ac133881909222b25029096407 completed March 8, 2026, 11:42 a.m.
NEDg Description generation batch_69ad613d218081909e3ed7e74dcf82fc completed March 8, 2026, 11:45 a.m.
NED2 Entity disambiguation (via description) batch_69ad61b178148190a088495eb599c9cb completed March 8, 2026, 11:46 a.m.
Created at: March 4, 2026, 7:29 p.m.