Triple

T21621927
Position Surface form Disambiguated ID Type / Status
Subject UC Davis GSM E533598 entity
Predicate offersProgram P178 FINISHED
Object Master of Science in Business Analytics
The Master of Science in Business Analytics is a graduate degree program focused on applying advanced data analysis, statistical modeling, and business intelligence techniques to solve complex organizational and strategic problems.
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: Master of Science in Business Analytics | Statement: [UC Davis GSM, offersProgram, Master of Science in Business Analytics]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Master of Science in Business Analytics
Context triple: [UC Davis GSM, offersProgram, Master of Science in Business Analytics]
  • 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 Business Science
    The Master of Business Science is a postgraduate degree focused on advanced quantitative and analytical approaches to business and commerce, typically combining rigorous research with applied management training.
  • C. Data Science and Analytics programme
    The Data Science and Analytics programme is an undergraduate degree at the National University of Singapore that trains students in statistical analysis, machine learning, and computational methods for extracting insights from data.
  • D. Master of Data Science
    The Master of Data Science is a postgraduate degree program focused on advanced statistical analysis, machine learning, and data-driven decision-making for real-world applications.
  • E. 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.
  • 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 Science in Business Analytics
Triple: [UC Davis GSM, offersProgram, Master of Science in Business Analytics]
Generated description
The Master of Science in Business Analytics is a graduate degree program focused on applying advanced data analysis, statistical modeling, and business intelligence techniques to solve complex organizational and strategic problems.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Master of Science in Business Analytics
Target entity description: The Master of Science in Business Analytics is a graduate degree program focused on applying advanced data analysis, statistical modeling, and business intelligence techniques to solve complex organizational and strategic problems.
  • 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 Business Science
    The Master of Business Science is a postgraduate degree focused on advanced quantitative and analytical approaches to business and commerce, typically combining rigorous research with applied management training.
  • C. Data Science and Analytics programme
    The Data Science and Analytics programme is an undergraduate degree at the National University of Singapore that trains students in statistical analysis, machine learning, and computational methods for extracting insights from data.
  • D. Master of Data Science
    The Master of Data Science is a postgraduate degree program focused on advanced statistical analysis, machine learning, and data-driven decision-making for real-world applications.
  • E. 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.
  • 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_69e0c464fba881908d0ff2ac80511ce1 completed April 16, 2026, 11:13 a.m.
NER Named-entity recognition batch_69ef3bafef548190b3856bfad1ebdc0b completed April 27, 2026, 10:34 a.m.
NED1 Entity disambiguation (via context triple) batch_6a09fd4649ac8190bae1adba3110846b completed May 17, 2026, 5:39 p.m.
NEDg Description generation batch_6a09fe88fd24819097d222291bc63608 completed May 17, 2026, 5:44 p.m.
NED2 Entity disambiguation (via description) batch_6a09ff257c548190a7304bfee02dcbaf completed May 17, 2026, 5:47 p.m.
Created at: April 16, 2026, 6:34 p.m.