Triple

T77173
Position Surface form Disambiguated ID Type / Status
Subject School of Information, University of California, Berkeley E1542 entity
Predicate offersProgram P178 FINISHED
Object 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.
E7298 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 Information and Data Science | Statement: [School of Information, University of California, Berkeley, offersProgram, Master of Information and Data Science]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Master of Information and Data Science
Context triple: [School of Information, University of California, Berkeley, offersProgram, Master of Information and Data Science]
  • A. 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.
  • B. 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.
  • C. School of Information
    The School of Information at the University of California, Berkeley is a graduate school focused on the study and design of information systems, data science, and technology’s impact on individuals and society.
  • D. Center for Information Technology
    The Center for Information Technology is the National Institutes of Health’s central organization responsible for providing advanced computing, networking, and information technology services to support biomedical research and administration.
  • E. Open Data Institute
    The Open Data Institute is a UK-based non-profit organization that advocates for and supports the use of open data to drive innovation, improve governance, and benefit society.
  • 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 Information and Data Science
Triple: [School of Information, University of California, Berkeley, offersProgram, Master of Information and Data Science]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Master of Information and Data Science
Target entity description: 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.
  • A. 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.
  • B. 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.
  • C. School of Information
    The School of Information at the University of California, Berkeley is a graduate school focused on the study and design of information systems, data science, and technology’s impact on individuals and society.
  • D. Center for Information Technology
    The Center for Information Technology is the National Institutes of Health’s central organization responsible for providing advanced computing, networking, and information technology services to support biomedical research and administration.
  • E. Open Data Institute
    The Open Data Institute is a UK-based non-profit organization that advocates for and supports the use of open data to drive innovation, improve governance, and benefit society.
  • 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_69a24c60d19c8190a1b6c105ca59ef5b completed Feb. 28, 2026, 2:01 a.m.
NER Named-entity recognition batch_69a24f1d20b88190b66836cc018e52e1 completed Feb. 28, 2026, 2:12 a.m.
NED1 Entity disambiguation (via context triple) batch_69a25abc7b648190b8a83a05f4c76af0 completed Feb. 28, 2026, 3:02 a.m.
NEDg Description generation batch_69a25caa409881909eb7dfe7d038cc39 completed Feb. 28, 2026, 3:10 a.m.
NED2 Entity disambiguation (via description) batch_69a25e287cc88190b2eb5ae02bd2f9d1 completed Feb. 28, 2026, 3:16 a.m.
Created at: Feb. 28, 2026, 2:06 a.m.