Triple

T33204154
Position Surface form Disambiguated ID Type / Status
Subject Apple graphics and compute ecosystem E849979 entity
Predicate includesDriverLayer GENERATED
Object Metal driver stack UNRECOGNIZED GENERATED

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.

PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: includesDriverLayer
Context triple: [Apple graphics and compute ecosystem, includesDriverLayer, Metal driver stack]
  • A. hasDriver
    Indicates that an entity is operated, controlled, or driven by a specific person or agent.
  • B. hasDevelopmentDriver
    Indicates that one entity serves as a driving factor, cause, or motivator for the development, growth, or advancement of another entity.
  • C. developedDriversFor
    Indicates that one entity created or produced software drivers to enable another entity’s hardware or system to function or be controlled.
  • D. supportsDriverModel
    Indicates that one entity provides compatibility with, or operational backing for, a specified driver model used to interface with hardware or software components.
  • E. possibleDriver
    Indicates that an entity is a candidate or potential driver of another entity, such as a possible cause, regulator, or influencing factor.
  • F. None of above. chosen

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_69f3495efedc8190843a5728089544b9 completed April 30, 2026, 12:21 p.m.
Created at: May 1, 2026, 1:30 a.m.