Triple

T23198828
Position Surface form Disambiguated ID Type / Status
Subject Mike Beedle E579949 entity
Predicate knownFor P22 FINISHED
Object Enterprise Scrum framework
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.
E1575391 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: 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.
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: Enterprise Scrum framework
Triple: [Mike Beedle, knownFor, Enterprise Scrum framework]
Generated 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.
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 (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_69e24600eed08190bd7e5295653a1503 completed April 17, 2026, 2:38 p.m.
NER Named-entity recognition batch_69f1907835448190aa4fc234d15527c3 completed April 29, 2026, 5 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0c30bebfe48190944c0933ea100b11 completed May 19, 2026, 9:43 a.m.
NEDg Description generation batch_6a0c330135cc8190b5a0e512bda6277d completed May 19, 2026, 9:53 a.m.
NED2 Entity disambiguation (via description) batch_6a0c375dd5a4819097a80ae43a1c4442 completed May 19, 2026, 10:11 a.m.
Created at: April 17, 2026, 4:06 p.m.