Triple

T321931
Position Surface form Disambiguated ID Type / Status
Subject Apple silicon E6430 entity
Predicate includesModel P1393 FINISHED
Object Apple A12Z Bionic
Apple A12Z Bionic is an ARM-based system-on-a-chip designed by Apple, notable for powering the 2020 iPad Pro with enhanced CPU and GPU performance for demanding mobile and creative workloads.
 E53543 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 A12Z Bionic | Statement: [Apple silicon, includesModel, Apple A12Z Bionic]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Apple A12Z Bionic
Context triple: [Apple silicon, includesModel, Apple A12Z Bionic]
  • A. Apple M2
    Apple M2 is a second-generation ARM-based system-on-a-chip designed by Apple that delivers improved performance and efficiency for modern Mac computers and iPads.
  • B. 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.
  • C. 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.
  • D. 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.
  • E. 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.
  • 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 A12Z Bionic
Triple: [Apple silicon, includesModel, Apple A12Z Bionic]
Generated description
Apple A12Z Bionic is an ARM-based system-on-a-chip designed by Apple, notable for powering the 2020 iPad Pro with enhanced CPU and GPU performance for demanding mobile and creative workloads.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Apple A12Z Bionic
Target entity description: Apple A12Z Bionic is an ARM-based system-on-a-chip designed by Apple, notable for powering the 2020 iPad Pro with enhanced CPU and GPU performance for demanding mobile and creative workloads.
  • A. Apple M2
    Apple M2 is a second-generation ARM-based system-on-a-chip designed by Apple that delivers improved performance and efficiency for modern Mac computers and iPads.
  • B. 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.
  • C. 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.
  • D. 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.
  • E. 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.
  • 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_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_69a42a101a908190808a4e10871b357d completed March 1, 2026, 11:59 a.m.
NEDg Description generation batch_69a42a588af08190bd59fee1d9c22021 completed March 1, 2026, noon
NED2 Entity disambiguation (via description) batch_69a42aac27688190958466bba645b265 completed March 1, 2026, 12:01 p.m.
Created at: Feb. 28, 2026, 1:08 p.m.