Triple

T6231510
Position Surface form Disambiguated ID Type / Status
Subject Agile Manifesto E139363 entity
Predicate influenced P9 FINISHED
Object Kanban (software development)
Kanban (software development) is an Agile-based workflow management method that visualizes work on a board, limits work in progress, and optimizes flow for continuous delivery and improvement.
 E578419 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: Kanban (software development) | Statement: [Agile Manifesto, influenced, Kanban (software development)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Kanban (software development)
Context triple: [Agile Manifesto, influenced, Kanban (software development)]
  • A. Kaizen
    Kaizen is a Japanese business philosophy focused on continuous, incremental improvement in processes, products, and work culture.
  • B. Extreme Programming (XP)
    Extreme Programming (XP) is an agile software development methodology that emphasizes frequent releases, close customer collaboration, continuous testing, and the flexibility to adapt to changing requirements.
  • C. Lean
    Lean is a surname most famously associated with British film director David Lean, renowned for epic classics like "Lawrence of Arabia" and "Doctor Zhivago."
  • D. Getting Things Done methodology
    The Getting Things Done methodology is a popular productivity system created by David Allen that focuses on capturing, clarifying, organizing, reviewing, and doing tasks to reduce stress and increase efficiency.
  • E. Channelside
    Channelside is a waterfront entertainment and residential district in downtown Tampa, Florida, known for its restaurants, nightlife, and proximity to the cruise port.
  • 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: Kanban (software development)
Triple: [Agile Manifesto, influenced, Kanban (software development)]
Generated description
Kanban (software development) is an Agile-based workflow management method that visualizes work on a board, limits work in progress, and optimizes flow for continuous delivery and improvement.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Kanban (software development)
Target entity description: Kanban (software development) is an Agile-based workflow management method that visualizes work on a board, limits work in progress, and optimizes flow for continuous delivery and improvement.
  • A. Kaizen
    Kaizen is a Japanese business philosophy focused on continuous, incremental improvement in processes, products, and work culture.
  • B. Extreme Programming (XP)
    Extreme Programming (XP) is an agile software development methodology that emphasizes frequent releases, close customer collaboration, continuous testing, and the flexibility to adapt to changing requirements.
  • C. Lean
    Lean is a surname most famously associated with British film director David Lean, renowned for epic classics like "Lawrence of Arabia" and "Doctor Zhivago."
  • D. Getting Things Done methodology
    The Getting Things Done methodology is a popular productivity system created by David Allen that focuses on capturing, clarifying, organizing, reviewing, and doing tasks to reduce stress and increase efficiency.
  • E. Channelside
    Channelside is a waterfront entertainment and residential district in downtown Tampa, Florida, known for its restaurants, nightlife, and proximity to the cruise port.
  • 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_69c008afd3148190b71e9eaa60420dd1 completed March 22, 2026, 3:20 p.m.
NER Named-entity recognition batch_69c062ec5be4819084d6df2e8dd2a542 completed March 22, 2026, 9:45 p.m.
NED1 Entity disambiguation (via context triple) batch_69c20defd338819099a23d00107c4edd completed March 24, 2026, 4:07 a.m.
NEDg Description generation batch_69c211c3c60c8190bd5e4f002c1569e0 completed March 24, 2026, 4:23 a.m.
NED2 Entity disambiguation (via description) batch_69c214b9b83881909da9fedc7ce60f39 completed March 24, 2026, 4:36 a.m.
Created at: March 22, 2026, 4:22 p.m.