Triple

T1775243
Position Surface form Disambiguated ID Type / Status
Subject Apple Neural Engine E38961 entity
Predicate includedInChipFamily P5102 FINISHED
Object Apple T-series
The Apple T-series is a line of custom coprocessors used in Apple devices to handle secure operations and specialized tasks like encryption, biometric data processing, and system management.
 E201701 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 T-series | Statement: [Apple Neural Engine, includedInChipFamily, Apple T-series]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Apple T-series
Context triple: [Apple Neural Engine, includedInChipFamily, Apple T-series]
  • A. Apple S-series
    The Apple S-series is a line of custom system-in-package processors designed by Apple for its Apple Watch, integrating CPU, GPU, and specialized components to optimize performance and power efficiency in wearable devices.
  • B. Apple M-series
    The Apple M-series is a line of ARM-based system-on-a-chip processors designed by Apple for its Macs and iPads, known for high performance and power efficiency.
  • C. Apple One
    Apple One is Apple’s subscription bundle that combines multiple services like iCloud storage, music, video, fitness, and news into a single monthly plan.
  • D. Apple A-series
    Apple A-series is a line of custom ARM-based system-on-chip processors designed by Apple to power its mobile devices with high performance and energy efficiency.
  • E. Apple H1
    Apple H1 is a custom wireless audio and connectivity chip by Apple designed to improve performance, battery life, and Bluetooth reliability in devices like AirPods.
  • 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 T-series
Triple: [Apple Neural Engine, includedInChipFamily, Apple T-series]
Generated description
The Apple T-series is a line of custom coprocessors used in Apple devices to handle secure operations and specialized tasks like encryption, biometric data processing, and system management.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Apple T-series
Target entity description: The Apple T-series is a line of custom coprocessors used in Apple devices to handle secure operations and specialized tasks like encryption, biometric data processing, and system management.
  • A. Apple S-series
    The Apple S-series is a line of custom system-in-package processors designed by Apple for its Apple Watch, integrating CPU, GPU, and specialized components to optimize performance and power efficiency in wearable devices.
  • B. Apple M-series
    The Apple M-series is a line of ARM-based system-on-a-chip processors designed by Apple for its Macs and iPads, known for high performance and power efficiency.
  • C. Apple One
    Apple One is Apple’s subscription bundle that combines multiple services like iCloud storage, music, video, fitness, and news into a single monthly plan.
  • D. Apple A-series
    Apple A-series is a line of custom ARM-based system-on-chip processors designed by Apple to power its mobile devices with high performance and energy efficiency.
  • E. Apple H1
    Apple H1 is a custom wireless audio and connectivity chip by Apple designed to improve performance, battery life, and Bluetooth reliability in devices like AirPods.
  • 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_69a8862e61708190af97b9838cc3f5de completed March 4, 2026, 7:21 p.m.
NER Named-entity recognition batch_69abaffee0f88190aa7a42ef4a4e2bd2 completed March 7, 2026, 4:56 a.m.
NED1 Entity disambiguation (via context triple) batch_69adb5c96694819085f3ccafb141802f completed March 8, 2026, 5:45 p.m.
NEDg Description generation batch_69adb8b3c0a48190bf5f3a32d8862c54 completed March 8, 2026, 5:58 p.m.
NED2 Entity disambiguation (via description) batch_69adb97b8c8081909a806d16efd5882b completed March 8, 2026, 6:01 p.m.
Created at: March 4, 2026, 7:31 p.m.