Triple
T1937218
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Universal App Quick Start Program |
E41468
|
entity |
| Predicate | relatedTo |
P37
|
FINISHED |
| Object |
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.
|
E216096
|
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: Apple silicon transition | Statement: [Universal App Quick Start Program, relatedTo, Apple silicon transition]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Apple silicon transition Context triple: [Universal App Quick Start Program, relatedTo, Apple silicon transition]
-
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 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.
-
D.
Apple silicon Mac Pro models
Apple silicon Mac Pro models are high-end desktop computers from Apple that combine the modular, expandable Mac Pro tower design with Apple’s custom ARM-based M-series processors for significantly improved performance and efficiency.
-
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: Apple silicon transition Triple: [Universal App Quick Start Program, relatedTo, Apple silicon transition]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Apple silicon transition Target entity description: 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.
-
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 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.
-
D.
Apple silicon Mac Pro models
Apple silicon Mac Pro models are high-end desktop computers from Apple that combine the modular, expandable Mac Pro tower design with Apple’s custom ARM-based M-series processors for significantly improved performance and efficiency.
-
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_69a88649b24c819080047f26b6db2ded |
completed | March 4, 2026, 7:21 p.m. |
| NER | Named-entity recognition | batch_69abb2c752fc81909baf38ff1cdeb18c |
completed | March 7, 2026, 5:08 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69adf3f6285c8190925af156f49cf9a2 |
completed | March 8, 2026, 10:11 p.m. |
| NEDg | Description generation | batch_69adf4aea46481908b5da7c4251dd867 |
completed | March 8, 2026, 10:14 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69adf52b63c481908fcb9db4c40875b4 |
completed | March 8, 2026, 10:16 p.m. |
Created at: March 4, 2026, 7:36 p.m.