Triple

T32257690
Position Surface form Disambiguated ID Type / Status
Subject Machine Learning Engineering for Production (MLOps) E824066 entity
Predicate instanceOf P0 FINISHED
Object specialized course C3567 CONCEPT FINISHED

How this triple was built (1 step)

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.

CD Concept disambiguation gpt-5-mini-2025-08-07
Target class: specialized course
Context triple: [Machine Learning Engineering for Production (MLOps), instanceOf, specialized course]
  • A. training course chosen
    A training course is a structured program of instruction designed to develop specific knowledge, skills, or competencies in learners over a defined period.
  • B. specialized division
    A specialized division is a distinct organizational unit focused on a specific function, expertise, or market segment to improve efficiency and effectiveness within a larger entity.
  • C. special operations forces course
    A special operations forces course is an intensive training program designed to develop elite military personnel in advanced combat skills, unconventional warfare, and high-risk mission execution.
  • D. academic course
    An academic course is a structured unit of instruction within an educational program, designed with specific learning objectives, content, and assessments over a defined period.
  • E. specialized group
    A specialized group is a collection of individuals organized around a specific expertise, function, or shared interest to achieve focused goals or perform distinct tasks.
  • F. None of above.

Provenance (1 batch)

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_69f3490db0748190bfef6e50c95d39d3 completed April 30, 2026, 12:20 p.m.
Created at: May 1, 2026, 12:41 a.m.