Triple

T391362
Position Surface form Disambiguated ID Type / Status
Subject Apple M3 E8887 entity
Predicate family P566 FINISHED
Object 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.
 E58414 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 M-series | Statement: [Apple M3, family, Apple M-series]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Apple M-series
Context triple: [Apple M3, family, Apple M-series]
  • 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 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 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.
  • 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 M4
    Apple M4 is a next-generation ARM-based system-on-a-chip designed by Apple for high-performance, energy-efficient computing in its latest devices.
  • 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 M-series
Triple: [Apple M3, family, Apple M-series]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Apple M-series
Target entity description: 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.
  • 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 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 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.
  • 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 M4
    Apple M4 is a next-generation ARM-based system-on-a-chip designed by Apple for high-performance, energy-efficient computing in its latest devices.
  • 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_69a2e7f55c60819097aff65ea2ca2832 completed Feb. 28, 2026, 1:04 p.m.
NER Named-entity recognition batch_69a2ec5d73e881909101308a583c8f13 completed Feb. 28, 2026, 1:23 p.m.
NED1 Entity disambiguation (via context triple) batch_69a457fa35988190851216c84ad63232 completed March 1, 2026, 3:15 p.m.
NEDg Description generation batch_69a4585741188190a496ce65520424b4 completed March 1, 2026, 3:16 p.m.
NED2 Entity disambiguation (via description) batch_69a458bb5d988190a706512529efa024 completed March 1, 2026, 3:18 p.m.
Created at: Feb. 28, 2026, 1:08 p.m.