Triple

T23155220
Position Surface form Disambiguated ID Type / Status
Subject Kanban (software development) E578419 entity
Predicate basedOn P98 FINISHED
Object Lean manufacturing principles NE NERFINISHED

How this triple was built (2 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: Lean manufacturing principles | Statement: [Kanban (software development), basedOn, Lean manufacturing principles]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Lean manufacturing principles
Context triple: [Kanban (software development), basedOn, Lean manufacturing principles]
  • A. Lean Six Sigma
    Lean Six Sigma is a business improvement methodology that combines Lean’s focus on eliminating waste with Six Sigma’s emphasis on reducing process variation to enhance quality, efficiency, and customer satisfaction.
  • B. Total Quality Management
    Total Quality Management is a comprehensive management philosophy focused on continuous improvement, customer satisfaction, and involving all employees in systematically enhancing processes, products, and services.
  • C. Toyota Production System chosen
    The Toyota Production System is a pioneering lean manufacturing methodology that emphasizes waste reduction, continuous improvement (kaizen), and just-in-time production to maximize efficiency and quality.
  • D. 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."
  • E. lean product development
    Lean product development is a management and engineering approach that applies lean principles to the design and development process to reduce waste, accelerate time-to-market, and maximize customer value.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.

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_69e245fb8de081908f0eba7b5fd75bc4 completed April 17, 2026, 2:38 p.m.
NER Named-entity recognition batch_69f18efca1f081908ff1c34ba25f40c3 completed April 29, 2026, 4:54 a.m.
Created at: April 17, 2026, 4:01 p.m.