Triple

T23155390
Position Surface form Disambiguated ID Type / Status
Subject Disciplined Agile Delivery E578422 entity
Predicate partOf P40 FINISHED
Object Disciplined Agile toolkit
The Disciplined Agile toolkit is a process decision framework that guides organizations in choosing and evolving agile and lean ways of working across the enterprise.
E578422 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: Disciplined Agile toolkit | Statement: [Disciplined Agile Delivery, partOf, Disciplined Agile toolkit]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Disciplined Agile toolkit
Context triple: [Disciplined Agile Delivery, partOf, Disciplined Agile toolkit]
  • A. Disciplined Agile Delivery
    Disciplined Agile Delivery is a process decision framework that extends and refines agile and lean approaches to provide pragmatic, context-sensitive guidance for end-to-end software delivery in enterprises.
  • B. Scaled Agile Framework
    Scaled Agile Framework is a structured methodology for applying agile and lean principles at enterprise scale to coordinate multiple teams and large, complex development efforts.
  • C. 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.
  • D. 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.
  • E. Agile Manifesto
    The Agile Manifesto is a foundational document in software development that outlines core values and principles favoring collaboration, adaptability, and customer-focused iterative delivery over rigid processes and extensive documentation.
  • 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: Disciplined Agile toolkit
Triple: [Disciplined Agile Delivery, partOf, Disciplined Agile toolkit]
Generated description
The Disciplined Agile toolkit is a process decision framework that guides organizations in choosing and evolving agile and lean ways of working across the enterprise.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Disciplined Agile toolkit
Target entity description: The Disciplined Agile toolkit is a process decision framework that guides organizations in choosing and evolving agile and lean ways of working across the enterprise.
  • A. Disciplined Agile Delivery chosen
    Disciplined Agile Delivery is a process decision framework that extends and refines agile and lean approaches to provide pragmatic, context-sensitive guidance for end-to-end software delivery in enterprises.
  • B. Scaled Agile Framework
    Scaled Agile Framework is a structured methodology for applying agile and lean principles at enterprise scale to coordinate multiple teams and large, complex development efforts.
  • C. 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.
  • D. 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.
  • E. Agile Manifesto
    The Agile Manifesto is a foundational document in software development that outlines core values and principles favoring collaboration, adaptability, and customer-focused iterative delivery over rigid processes and extensive documentation.
  • 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_69e245fb8de081908f0eba7b5fd75bc4 completed April 17, 2026, 2:38 p.m.
NER Named-entity recognition batch_69f18efca1f081908ff1c34ba25f40c3 completed April 29, 2026, 4:54 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0c309c3da48190b07c64b10fda58ff completed May 19, 2026, 9:42 a.m.
NEDg Description generation batch_6a0c31dd458c8190b8e98870dd5e19c5 completed May 19, 2026, 9:48 a.m.
NED2 Entity disambiguation (via description) batch_6a0c325f5c248190b35e2c88b384ac31 completed May 19, 2026, 9:50 a.m.
Created at: April 17, 2026, 4:01 p.m.