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.