Triple

T33204154
Position Surface form Disambiguated ID Type / Status
Subject Apple graphics and compute ecosystem E849979 entity
Predicate includesDriverLayer P203945 FINISHED
Object Metal driver stack LITERAL FINISHED

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: Metal driver stack | Statement: [Apple graphics and compute ecosystem, includesDriverLayer, Metal driver stack]
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 (4 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_69f3495efedc8190843a5728089544b9 completed April 30, 2026, 12:21 p.m.
NER Named-entity recognition batch_6a02fc3890a881908b69b0f2d7cc1ce1 completed May 12, 2026, 10:08 a.m.
PD Predicate disambiguation batch_6a02fb98438c8190938896c00216b9ec completed May 12, 2026, 10:06 a.m.
PDg Predicate description generation batch_6a02fc379d1c8190aeb144f093169cfa completed May 12, 2026, 10:08 a.m.
Created at: May 1, 2026, 1:30 a.m.