Triple

T1810367
Position Surface form Disambiguated ID Type / Status
Subject Apple M1 Ultra E40316 entity
Predicate fabricationProcess P625 FINISHED
Object TSMC N5
TSMC N5 is Taiwan Semiconductor Manufacturing Company’s 5-nanometer process technology used to manufacture advanced, high-performance chips such as Apple’s M1 family.
 E38958 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: TSMC N5 | Statement: [Apple M1 Ultra, fabricationProcess, TSMC N5]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: TSMC N5
Context triple: [Apple M1 Ultra, fabricationProcess, TSMC N5]
  • A. TSMC
    TSMC (Taiwan Semiconductor Manufacturing Company) is the world’s largest dedicated semiconductor foundry, renowned for producing cutting-edge chips for major technology companies.
  • B. Apple A15 Bionic
    Apple A15 Bionic is a high-performance, energy-efficient system-on-a-chip used in various Apple devices, featuring advanced CPU, GPU, and neural engine components for enhanced processing and machine learning tasks.
  • C. Apple A17 Pro
    Apple A17 Pro is a high-performance 3 nm mobile system-on-a-chip designed by Apple for advanced iPhone models, featuring improved CPU, GPU, and AI processing capabilities.
  • D. Apple A14 Bionic
    Apple A14 Bionic is a 5-nanometer ARM-based system-on-a-chip designed by Apple for high-performance, energy-efficient use in iPhones and iPads.
  • E. Apple M2 Ultra
    Apple M2 Ultra is a high-end Apple silicon system-on-a-chip designed for Mac desktops, combining two M2 Max dies to deliver powerful CPU, GPU, and unified memory performance for professional 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: TSMC N5
Triple: [Apple M1 Ultra, fabricationProcess, TSMC N5]
Generated description
TSMC N5 is Taiwan Semiconductor Manufacturing Company’s 5-nanometer process technology used to manufacture advanced, high-performance chips such as Apple’s M1 family.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: TSMC N5
Target entity description: TSMC N5 is Taiwan Semiconductor Manufacturing Company’s 5-nanometer process technology used to manufacture advanced, high-performance chips such as Apple’s M1 family.
  • A. TSMC chosen
    TSMC (Taiwan Semiconductor Manufacturing Company) is the world’s largest dedicated semiconductor foundry, renowned for producing cutting-edge chips for major technology companies.
  • B. Apple A15 Bionic
    Apple A15 Bionic is a high-performance, energy-efficient system-on-a-chip used in various Apple devices, featuring advanced CPU, GPU, and neural engine components for enhanced processing and machine learning tasks.
  • C. Apple A17 Pro
    Apple A17 Pro is a high-performance 3 nm mobile system-on-a-chip designed by Apple for advanced iPhone models, featuring improved CPU, GPU, and AI processing capabilities.
  • D. Apple A14 Bionic
    Apple A14 Bionic is a 5-nanometer ARM-based system-on-a-chip designed by Apple for high-performance, energy-efficient use in iPhones and iPads.
  • E. Apple M2 Ultra
    Apple M2 Ultra is a high-end Apple silicon system-on-a-chip designed for Mac desktops, combining two M2 Max dies to deliver powerful CPU, GPU, and unified memory performance for professional 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_69a88643a3388190a612f2ebe1fb29e7 completed March 4, 2026, 7:21 p.m.
NER Named-entity recognition batch_69aa65c461e881908070cb80d9092981 completed March 6, 2026, 5:27 a.m.
NED1 Entity disambiguation (via context triple) batch_69adb5e352d88190839cde25e3c07d95 completed March 8, 2026, 5:46 p.m.
NEDg Description generation batch_69adb8b6d160819096dc02323049101d completed March 8, 2026, 5:58 p.m.
NED2 Entity disambiguation (via description) batch_69adb9bafd688190a66a835c6a8163e3 completed March 8, 2026, 6:02 p.m.
Created at: March 4, 2026, 7:32 p.m.