Triple

T1652756
Position Surface form Disambiguated ID Type / Status
Subject Carey Business School E35729 entity
Predicate offersProgram P178 FINISHED
Object MS in Business Analytics and Risk Management
The MS in Business Analytics and Risk Management is a specialized graduate program that trains students to use data analytics and quantitative methods to identify, assess, and manage risk in business decision-making.
E775 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 Business Analytics and Risk Management | Statement: [Carey Business School, offersProgram, MS in Business Analytics and Risk Management]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: MS in Business Analytics and Risk Management
Context triple: [Carey Business School, offersProgram, MS in Business Analytics and Risk Management]
  • A. 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.
  • B. Master of Information and Data Science
    The Master of Information and Data Science is a professional graduate degree program focused on advanced data science methods, analytics, and their real-world applications in industry and research.
  • C. College of Business, Influence and Information Analysis
    The College of Business, Influence and Information Analysis is Rockhurst University's business school, offering programs that integrate business education with data-driven decision-making and ethical leadership.
  • D. 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.
  • E. Master of Information Management and Systems
    The Master of Information Management and Systems is a professional graduate degree focused on the design, management, and use of information technologies and data to solve complex organizational and societal problems.
  • 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 Business Analytics and Risk Management
Triple: [Carey Business School, offersProgram, MS in Business Analytics and Risk Management]
Generated description
The MS in Business Analytics and Risk Management is a specialized graduate program that trains students to use data analytics and quantitative methods to identify, assess, and manage risk in business decision-making.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: MS in Business Analytics and Risk Management
Target entity description: The MS in Business Analytics and Risk Management is a specialized graduate program that trains students to use data analytics and quantitative methods to identify, assess, and manage risk in business decision-making.
  • A. Master of Business Analytics chosen
    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.
  • B. Master of Information and Data Science
    The Master of Information and Data Science is a professional graduate degree program focused on advanced data science methods, analytics, and their real-world applications in industry and research.
  • C. College of Business, Influence and Information Analysis
    The College of Business, Influence and Information Analysis is Rockhurst University's business school, offering programs that integrate business education with data-driven decision-making and ethical leadership.
  • D. 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.
  • E. Master of Information Management and Systems
    The Master of Information Management and Systems is a professional graduate degree focused on the design, management, and use of information technologies and data to solve complex organizational and societal problems.
  • 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.