Triple
T321929
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Apple silicon |
E6430
|
entity |
| Predicate | includesModel |
P1393
|
FINISHED |
| Object |
Apple M3 Max
Apple M3 Max is a high-end Apple-designed ARM-based system-on-a-chip for Macs, optimized for intensive professional workloads with significantly enhanced CPU, GPU, and machine learning performance.
|
E8887
|
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 M3 Max | Statement: [Apple silicon, includesModel, Apple M3 Max]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Apple M3 Max Context triple: [Apple silicon, includesModel, Apple M3 Max]
-
A.
Apple M3
Apple M3 is a generation of Apple-designed ARM-based system-on-a-chip processors that power newer Mac computers, offering improved performance and energy efficiency over its predecessors.
-
B.
Apple M2 Max
Apple M2 Max is a high-performance Apple Silicon system-on-a-chip designed for professional workloads, offering significantly enhanced CPU, GPU, and unified memory capabilities over its predecessors.
-
C.
Apple M1 Max
Apple M1 Max is a high-performance Apple Silicon system-on-a-chip designed for professional Mac laptops and desktops, featuring significantly expanded CPU, GPU, and memory capabilities over earlier M1 variants.
-
D.
Apple M1 Pro
Apple M1 Pro is a high-performance ARM-based system-on-a-chip from Apple designed for professional workloads, offering significantly enhanced CPU, GPU, and memory capabilities over the original M1 for use in MacBook Pro laptops.
-
E.
Apple M2 Pro
Apple M2 Pro is a high-performance ARM-based system-on-a-chip designed by Apple for professional-grade laptops and demanding creative and computational workloads.
- 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 M3 Max Triple: [Apple silicon, includesModel, Apple M3 Max]
Generated description
Apple M3 Max is a high-end Apple-designed ARM-based system-on-a-chip for Macs, optimized for intensive professional workloads with significantly enhanced CPU, GPU, and machine learning performance.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Apple M3 Max Target entity description: Apple M3 Max is a high-end Apple-designed ARM-based system-on-a-chip for Macs, optimized for intensive professional workloads with significantly enhanced CPU, GPU, and machine learning performance.
-
A.
Apple M3
chosen
Apple M3 is a generation of Apple-designed ARM-based system-on-a-chip processors that power newer Mac computers, offering improved performance and energy efficiency over its predecessors.
-
B.
Apple M2 Max
Apple M2 Max is a high-performance Apple Silicon system-on-a-chip designed for professional workloads, offering significantly enhanced CPU, GPU, and unified memory capabilities over its predecessors.
-
C.
Apple M1 Max
Apple M1 Max is a high-performance Apple Silicon system-on-a-chip designed for professional Mac laptops and desktops, featuring significantly expanded CPU, GPU, and memory capabilities over earlier M1 variants.
-
D.
Apple M1 Pro
Apple M1 Pro is a high-performance ARM-based system-on-a-chip from Apple designed for professional workloads, offering significantly enhanced CPU, GPU, and memory capabilities over the original M1 for use in MacBook Pro laptops.
-
E.
Apple M2 Pro
Apple M2 Pro is a high-performance ARM-based system-on-a-chip designed by Apple for professional-grade laptops and demanding creative and computational workloads.
- 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_69a2e7933d6c8190bb2592ad13286ef2 |
completed | Feb. 28, 2026, 1:03 p.m. |
| NER | Named-entity recognition | batch_69a2ee028c488190ad0109510de2956d |
completed | Feb. 28, 2026, 1:30 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a4239d00048190a1d79b889c55d33a |
completed | March 1, 2026, 11:31 a.m. |
| NEDg | Description generation | batch_69a42418a28c81909ee31dfb1819b87f |
completed | March 1, 2026, 11:33 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69a42486e1e08190b7603c34d625da7c |
completed | March 1, 2026, 11:35 a.m. |
Created at: Feb. 28, 2026, 1:08 p.m.