Triple

T9028016
Position Surface form Disambiguated ID Type / Status
Subject Developer Transition Kit for Apple silicon E216094 entity
Predicate targetPlatform P5090 FINISHED
Object macOS on Apple silicon
macOS on Apple silicon is Apple’s version of the Mac operating system optimized for its custom ARM-based M-series chips, offering improved performance, power efficiency, and tight hardware–software integration.
E774211 NE FINISHED

How this triple was built (4 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: macOS on Apple silicon | Statement: [Developer Transition Kit for Apple silicon, targetPlatform, macOS on Apple silicon]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: macOS on Apple silicon
Context triple: [Developer Transition Kit for Apple silicon, targetPlatform, macOS on Apple silicon]
  • A. Apple silicon
    Apple silicon is Apple’s custom family of ARM-based system-on-a-chip processors that power modern Macs and other Apple devices, offering high performance with improved energy efficiency.
  • B. Apple Silicon MacBook Pro
    The Apple Silicon MacBook Pro is Apple's line of high-performance professional laptops powered by custom ARM-based M-series chips that offer significant gains in speed, efficiency, and battery life over their Intel-based predecessors.
  • C. Apple silicon transition
    The Apple silicon transition is Apple's multi-year process of shifting its Mac lineup from Intel processors to its own ARM-based Apple-designed chips, fundamentally changing Mac performance, power efficiency, and software compatibility.
  • D. Apple Silicon iMac
    The Apple Silicon iMac is Apple's all-in-one desktop computer line powered by the company's custom ARM-based system-on-chips, offering high performance and energy efficiency in a slim, integrated design.
  • E. Apple M1
    Apple M1 is Apple’s first in-house ARM-based system-on-a-chip for Macs, known for its high performance and power efficiency compared to previous Intel-based processors.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg Description generation gpt-5.1
Instruction
Generate a one-sentence description of the target entity. 
You are given a context triple in the form (subject, predicate, object), where the object is the target entity. 
# Instructions
Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. 
Avoid repeating the information from the triple, unless really essential.
# Response Format
Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: macOS on Apple silicon
Triple: [Developer Transition Kit for Apple silicon, targetPlatform, macOS on Apple silicon]
Generated description
macOS on Apple silicon is Apple’s version of the Mac operating system optimized for its custom ARM-based M-series chips, offering improved performance, power efficiency, and tight hardware–software integration.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: macOS on Apple silicon
Target entity description: macOS on Apple silicon is Apple’s version of the Mac operating system optimized for its custom ARM-based M-series chips, offering improved performance, power efficiency, and tight hardware–software integration.
  • A. Apple silicon
    Apple silicon is Apple’s custom family of ARM-based system-on-a-chip processors that power modern Macs and other Apple devices, offering high performance with improved energy efficiency.
  • B. Apple Silicon MacBook Pro
    The Apple Silicon MacBook Pro is Apple's line of high-performance professional laptops powered by custom ARM-based M-series chips that offer significant gains in speed, efficiency, and battery life over their Intel-based predecessors.
  • C. Apple silicon transition
    The Apple silicon transition is Apple's multi-year process of shifting its Mac lineup from Intel processors to its own ARM-based Apple-designed chips, fundamentally changing Mac performance, power efficiency, and software compatibility.
  • D. Apple Silicon iMac
    The Apple Silicon iMac is Apple's all-in-one desktop computer line powered by the company's custom ARM-based system-on-chips, offering high performance and energy efficiency in a slim, integrated design.
  • E. Apple M1
    Apple M1 is Apple’s first in-house ARM-based system-on-a-chip for Macs, known for its high performance and power efficiency compared to previous Intel-based processors.
  • F. None of above. chosen

Provenance (5 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_69ca83a5fa88819088144801b4dd7245 completed March 30, 2026, 2:07 p.m.
NER Named-entity recognition batch_69cc6a7fcb308190af90d6be8700e498 completed April 1, 2026, 12:44 a.m.
NED1 Entity disambiguation (via context triple) batch_69cfeb7a95a88190a41ba5549f2b2d5a completed April 3, 2026, 4:31 p.m.
NEDg Description generation batch_69cfed0af5a8819096223cb8c928296b completed April 3, 2026, 4:38 p.m.
NED2 Entity disambiguation (via description) batch_69cfed7322c48190b82599e63abd523a completed April 3, 2026, 4:40 p.m.
Created at: March 30, 2026, 7:07 p.m.