Triple

T23198828
Position Surface form Disambiguated ID Type / Status
Subject Mike Beedle E579949 entity
Predicate knownFor P22 FINISHED
Object Enterprise Scrum framework — 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: Enterprise Scrum framework | Statement: [Mike Beedle, knownFor, Enterprise Scrum framework]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Enterprise Scrum framework
Context triple: [Mike Beedle, knownFor, Enterprise Scrum framework]
  • A. Scrum
    Scrum is an agile project management framework that organizes work into iterative sprints with defined roles, events, and artifacts to help teams deliver value incrementally.
  • B. Agile project management
    Agile project management is an iterative, flexible approach to planning and executing work that emphasizes collaboration, customer feedback, and rapid adaptation to change.
  • C. 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.
  • D. Team Software Process
    Team Software Process is a structured software development methodology designed to help teams plan, track, and improve their engineering practices for higher quality and productivity.
  • E. Agile software development
    Agile software development is an iterative, collaborative approach to creating software that emphasizes flexibility, customer feedback, and continuous improvement.
  • 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: Enterprise Scrum framework
Target entity description: The Enterprise Scrum framework is an agile management approach created by Mike Beedle that extends Scrum principles beyond software development to coordinate and scale work across entire organizations.
  • A. Scrum
    Scrum is an agile project management framework that organizes work into iterative sprints with defined roles, events, and artifacts to help teams deliver value incrementally.
  • B. Scrum.org
    Scrum.org is a professional organization that provides Scrum training, certification, and resources to help individuals and teams apply Agile practices effectively.
  • C. Agile project management
    Agile project management is an iterative, flexible approach to planning and executing work that emphasizes collaboration, customer feedback, and rapid adaptation to change.
  • D. 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.
  • E. 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.
  • 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_69e24600eed08190bd7e5295653a1503 completed April 17, 2026, 2:38 p.m.
NER Named-entity recognition batch_69f1907835448190aa4fc234d15527c3 completed April 29, 2026, 5 a.m.
Created at: April 17, 2026, 4:06 p.m.