Triple

T23385094
Position Surface form Disambiguated ID Type / Status
Subject Jeff Sutherland E593855 entity
Predicate notableWork P4 FINISHED
Object Scrum: The Art of Doing Twice the Work in Half the Time — NE NERFINISHED

How this triple was built (3 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: Scrum: The Art of Doing Twice the Work in Half the Time | Statement: [Jeff Sutherland, notableWork, Scrum: The Art of Doing Twice the Work in Half the Time]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Scrum: The Art of Doing Twice the Work in Half the Time
Context triple: [Jeff Sutherland, notableWork, Scrum: The Art of Doing Twice the Work in Half the Time]
  • A. Agile Project Management with Scrum
    Agile Project Management with Scrum is a foundational book that explains how to apply the Scrum framework to manage and deliver software projects using agile principles.
  • B. Agile Software Development with Scrum
    "Agile Software Development with Scrum" is a foundational book that introduced and popularized the Scrum framework for agile software development, outlining its principles, roles, and practices for managing complex projects.
  • C. Scrum Guide
    The Scrum Guide is the official, concise rulebook that defines the framework, roles, events, and artifacts of Scrum for agile product development.
  • D. Agile Software Development, Principles, Patterns, and Practices
    "Agile Software Development, Principles, Patterns, and Practices" is a foundational software engineering book by Robert C. Martin that explains agile methodologies through object-oriented design principles, design patterns, and best practices for building maintainable code.
  • E. Extreme Programming Explained
    Extreme Programming Explained is a foundational book by Kent Beck that introduces and details the principles, practices, and philosophy of the Extreme Programming (XP) agile software development methodology.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Scrum: The Art of Doing Twice the Work in Half the Time
Target entity description: "Scrum: The Art of Doing Twice the Work in Half the Time" is a bestselling business and project management book by Jeff Sutherland that introduces and explains the Scrum framework for improving productivity and efficiency in teams and organizations.
  • A. Agile Project Management with Scrum
    Agile Project Management with Scrum is a foundational book that explains how to apply the Scrum framework to manage and deliver software projects using agile principles.
  • B. Agile Software Development with Scrum
    "Agile Software Development with Scrum" is a foundational book that introduced and popularized the Scrum framework for agile software development, outlining its principles, roles, and practices for managing complex projects.
  • C. Scrum Guide
    The Scrum Guide is the official, concise rulebook that defines the framework, roles, events, and artifacts of Scrum for agile product development.
  • D. Agile Software Development, Principles, Patterns, and Practices
    "Agile Software Development, Principles, Patterns, and Practices" is a foundational software engineering book by Robert C. Martin that explains agile methodologies through object-oriented design principles, design patterns, and best practices for building maintainable code.
  • E. Extreme Programming Explained
    Extreme Programming Explained is a foundational book by Kent Beck that introduces and details the principles, practices, and philosophy of the Extreme Programming (XP) agile software development methodology.
  • F. None of above. chosen

Provenance (2 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_69e25d2754fc819085deea939bde60ab completed April 17, 2026, 4:17 p.m.
NER Named-entity recognition batch_69f1a497661c8190b52fa27419594989 completed April 29, 2026, 6:26 a.m.
Created at: April 17, 2026, 5:35 p.m.