Triple

T9028045
Position Surface form Disambiguated ID Type / Status
Subject Developer Transition Kit (Intel) E216095 entity
Predicate relatedTo P37 FINISHED
Object Mac transition to Intel processors
The Mac transition to Intel processors was Apple’s mid-2000s shift from PowerPC to Intel x86 architecture in its Macintosh computers, enabling better performance, energy efficiency, and compatibility with Windows software.
E770632 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: Mac transition to Intel processors | Statement: [Developer Transition Kit (Intel), relatedTo, Mac transition to Intel processors]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Mac transition to Intel processors
Context triple: [Developer Transition Kit (Intel), relatedTo, Mac transition to Intel processors]
  • A. 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.
  • B. Mac OS X transition technologies
    Mac OS X transition technologies were a set of frameworks and tools designed to help developers move classic Mac OS applications to the modern Mac OS X environment while maintaining compatibility and easing the migration process.
  • C. Intel-based Mac
    An Intel-based Mac is an Apple Macintosh computer model that uses Intel x86 processors instead of Apple’s earlier PowerPC chips or later Apple silicon.
  • D. Developer Transition Kit for Apple silicon
    The Developer Transition Kit for Apple silicon was a temporary Mac mini–style development system with an A12Z chip that Apple loaned to developers to help them prepare and optimize their apps for the company’s transition from Intel processors to Apple silicon.
  • E. 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.
  • 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: Mac transition to Intel processors
Triple: [Developer Transition Kit (Intel), relatedTo, Mac transition to Intel processors]
Generated description
The Mac transition to Intel processors was Apple’s mid-2000s shift from PowerPC to Intel x86 architecture in its Macintosh computers, enabling better performance, energy efficiency, and compatibility with Windows software.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Mac transition to Intel processors
Target entity description: The Mac transition to Intel processors was Apple’s mid-2000s shift from PowerPC to Intel x86 architecture in its Macintosh computers, enabling better performance, energy efficiency, and compatibility with Windows software.
  • A. 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.
  • B. Mac OS X transition technologies
    Mac OS X transition technologies were a set of frameworks and tools designed to help developers move classic Mac OS applications to the modern Mac OS X environment while maintaining compatibility and easing the migration process.
  • C. Intel-based Mac chosen
    An Intel-based Mac is an Apple Macintosh computer model that uses Intel x86 processors instead of Apple’s earlier PowerPC chips or later Apple silicon.
  • D. Developer Transition Kit for Apple silicon
    The Developer Transition Kit for Apple silicon was a temporary Mac mini–style development system with an A12Z chip that Apple loaned to developers to help them prepare and optimize their apps for the company’s transition from Intel processors to Apple silicon.
  • E. 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.
  • F. None of above.

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_69cfdbc289648190834031537c8ce130 completed April 3, 2026, 3:24 p.m.
NEDg Description generation batch_69cfde57a18c8190b4b8c8d2f521bd2c completed April 3, 2026, 3:35 p.m.
NED2 Entity disambiguation (via description) batch_69cfdec619d081909fd6b268f4ce06b9 completed April 3, 2026, 3:37 p.m.
Created at: March 30, 2026, 7:07 p.m.