Triple

T23385104
Position Surface form Disambiguated ID Type / Status
Subject Jeff Sutherland E593855 entity
Predicate developed P73 FINISHED
Object Scrum patterns and practices
Scrum patterns and practices are a set of agile development techniques and guidelines that structure how teams plan, collaborate, and deliver work iteratively within the Scrum framework.
 E1583166 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: Scrum patterns and practices | Statement: [Jeff Sutherland, developed, Scrum patterns and practices]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Scrum patterns and practices
Context triple: [Jeff Sutherland, developed, Scrum patterns and practices]
  • A. 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.
  • 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. 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.
  • D. Scrum Guide
    The Scrum Guide is the official, concise rulebook that defines the framework, roles, events, and artifacts of Scrum for agile product development.
  • E. Clean Agile: Back to Basics
    Clean Agile: Back to Basics is a book by Robert C. Martin that revisits and clarifies the core principles and practices of Agile software development.
  • 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: Scrum patterns and practices
Triple: [Jeff Sutherland, developed, Scrum patterns and practices]
Generated description
Scrum patterns and practices are a set of agile development techniques and guidelines that structure how teams plan, collaborate, and deliver work iteratively within the Scrum framework.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Scrum patterns and practices
Target entity description: Scrum patterns and practices are a set of agile development techniques and guidelines that structure how teams plan, collaborate, and deliver work iteratively within the Scrum framework.
  • A. 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.
  • 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. 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.
  • D. Scrum Guide
    The Scrum Guide is the official, concise rulebook that defines the framework, roles, events, and artifacts of Scrum for agile product development.
  • E. Clean Agile: Back to Basics
    Clean Agile: Back to Basics is a book by Robert C. Martin that revisits and clarifies the core principles and practices of Agile software development.
  • 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_69e25d2754fc819085deea939bde60ab completed April 17, 2026, 4:17 p.m.
NER Named-entity recognition batch_69f1a497661c8190b52fa27419594989 completed April 29, 2026, 6:26 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0c5de7b5e081908f965d84cb11ed9d completed May 19, 2026, 12:56 p.m.
NEDg Description generation batch_6a0c6086e718819093bbd0f3431739cf completed May 19, 2026, 1:07 p.m.
NED2 Entity disambiguation (via description) batch_6a0c60f685c881909ef5c259da2e661b completed May 19, 2026, 1:09 p.m.
Created at: April 17, 2026, 5:35 p.m.