Triple

T9028168
Position Surface form Disambiguated ID Type / Status
Subject Apple Developer Transition Kit Program E216098 entity
Predicate instanceOf P0 FINISHED
Object developer hardware loan program C19965 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: developer hardware loan program
Context triple: [Apple Developer Transition Kit Program, instanceOf, developer hardware loan program]
  • A. driver development program
    A driver development program is a structured training and mentoring initiative designed to improve drivers’ skills, safety, efficiency, and professionalism through education, practice, and performance evaluation.
  • B. hardware and software bundle
    A hardware and software bundle is a packaged offering that combines physical computing devices with pre-installed or accompanying software designed to work together as an integrated solution.
  • C. loan program
    A loan program is a structured financial offering that provides borrowers with funds under defined terms, such as interest rates, repayment schedules, and eligibility criteria, to support specific purposes like education, housing, or business development.
  • D. developer resource chosen
    A developer resource is any tool, documentation, service, or reference material that supports software developers in designing, building, testing, or maintaining applications.
  • E. partner program
    A partner program is a structured framework through which an organization collaborates with external businesses or individuals, offering benefits, resources, and incentives in exchange for promoting, selling, or integrating its products or services.
  • 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_69ca83a5fa88819088144801b4dd7245 completed March 30, 2026, 2:07 p.m.
Created at: March 30, 2026, 7:07 p.m.