Triple

T300072
Position Surface form Disambiguated ID Type / Status
Subject Apple M1 E6177 entity
Predicate neuralEngineType P11229 FINISHED
Object Apple Neural Engine
Apple Neural Engine is Apple’s dedicated on-chip hardware accelerator designed to efficiently perform machine learning and AI computations on its devices.
E38961 NE FINISHED

How this triple was built (5 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 Neural Engine | Statement: [Apple M1, neuralEngineType, Apple Neural Engine]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Apple Neural Engine
Context triple: [Apple M1, neuralEngineType, Apple Neural Engine]
  • A. 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.
  • B. 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.
  • C. 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.
  • D. 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.
  • E. iPhone
    The iPhone is Apple's flagship smartphone line that revolutionized mobile technology by combining a touchscreen interface, internet connectivity, and a robust app ecosystem into a single device.
  • 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 Neural Engine
Triple: [Apple M1, neuralEngineType, Apple Neural Engine]
Generated description
Apple Neural Engine is Apple’s dedicated on-chip hardware accelerator designed to efficiently perform machine learning and AI computations on its devices.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Apple Neural Engine
Target entity description: Apple Neural Engine is Apple’s dedicated on-chip hardware accelerator designed to efficiently perform machine learning and AI computations on its devices.
  • A. 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.
  • B. 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.
  • C. 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.
  • D. 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.
  • E. iPhone
    The iPhone is Apple's flagship smartphone line that revolutionized mobile technology by combining a touchscreen interface, internet connectivity, and a robust app ecosystem into a single device.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: neuralEngineType
Context triple: [Apple M1, neuralEngineType, Apple Neural Engine]
  • A. notableEngineType
    Indicates that an entity is particularly recognized for using or being associated with a specific type of engine.
  • B. cpuArchitecture
    Indicates the type of processor instruction set or hardware architecture that a computing system or component is designed to run on.
  • C. cpu
    Indicates that an entity functions as, contains, or is associated with a central processing unit (CPU) in a computational system.
  • D. approximationType
    Indicates the specific method or scheme used to approximate a value, function, or relationship in a given context.
  • E. networkType
    Indicates the category or kind of network associated with or used by an entity (e.g., wired, wireless, virtual, or specific protocol-based networks).
  • F. None of above. chosen

Provenance (7 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_69a2e79114b081909490b3bf5a5dbb51 completed Feb. 28, 2026, 1:03 p.m.
NER Named-entity recognition batch_69a2ea2fba548190a5aeb1597dca96bd completed Feb. 28, 2026, 1:14 p.m.
NED1 Entity disambiguation (via context triple) batch_69a3aba14b0881908eb4f62ac9261d63 completed March 1, 2026, 2:59 a.m.
NEDg Description generation batch_69a3af5161448190b2051c9533379b3e completed March 1, 2026, 3:15 a.m.
NED2 Entity disambiguation (via description) batch_69a3afb5fca48190a2bfece390311dca completed March 1, 2026, 3:17 a.m.
PD Predicate disambiguation batch_69a2e93aff048190a633c8ae2b76a41f completed Feb. 28, 2026, 1:10 p.m.
PDg Predicate description generation batch_69a2ea2af1388190b93235602ace679e completed Feb. 28, 2026, 1:14 p.m.
Created at: Feb. 28, 2026, 1:06 p.m.