Triple

T11631845
Position Surface form Disambiguated ID Type / Status
Subject Apple A13 Bionic E276416 entity
Predicate processNodeVendor P100673 FINISHED
Object TSMC N7P
TSMC N7P is an enhanced 7-nanometer semiconductor manufacturing process from TSMC that offers improved performance and power efficiency over its predecessor and is used for advanced mobile and computing chips.
E938596 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: TSMC N7P | Statement: [Apple A13 Bionic, processNodeVendor, TSMC N7P]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: TSMC N7P
Context triple: [Apple A13 Bionic, processNodeVendor, TSMC N7P]
  • A. TSMC N3B
    TSMC N3B is an advanced 3-nanometer semiconductor manufacturing process variant developed by TSMC, optimized for high-performance, power-efficient chips used in cutting-edge mobile devices.
  • B. TSMC 4N
    TSMC 4N is a custom 5 nm-class semiconductor manufacturing process co-developed by TSMC and NVIDIA, optimized specifically for NVIDIA’s latest GPUs to improve performance, power efficiency, and density over previous nodes.
  • C. TSMC
    TSMC (Taiwan Semiconductor Manufacturing Company) is the world’s largest dedicated semiconductor foundry, renowned for producing cutting-edge chips for major technology companies.
  • D. Taiwan semiconductor cluster
    The Taiwan semiconductor cluster is a globally critical concentration of advanced chip design and manufacturing companies, research institutions, and suppliers that forms the backbone of the world’s semiconductor supply chain.
  • E. 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.
  • 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 N7P
Triple: [Apple A13 Bionic, processNodeVendor, TSMC N7P]
Generated description
TSMC N7P is an enhanced 7-nanometer semiconductor manufacturing process from TSMC that offers improved performance and power efficiency over its predecessor and is used for advanced mobile and computing chips.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: TSMC N7P
Target entity description: TSMC N7P is an enhanced 7-nanometer semiconductor manufacturing process from TSMC that offers improved performance and power efficiency over its predecessor and is used for advanced mobile and computing chips.
  • A. TSMC N3B
    TSMC N3B is an advanced 3-nanometer semiconductor manufacturing process variant developed by TSMC, optimized for high-performance, power-efficient chips used in cutting-edge mobile devices.
  • B. TSMC 4N
    TSMC 4N is a custom 5 nm-class semiconductor manufacturing process co-developed by TSMC and NVIDIA, optimized specifically for NVIDIA’s latest GPUs to improve performance, power efficiency, and density over previous nodes.
  • C. TSMC
    TSMC (Taiwan Semiconductor Manufacturing Company) is the world’s largest dedicated semiconductor foundry, renowned for producing cutting-edge chips for major technology companies.
  • D. Taiwan semiconductor cluster
    The Taiwan semiconductor cluster is a globally critical concentration of advanced chip design and manufacturing companies, research institutions, and suppliers that forms the backbone of the world’s semiconductor supply chain.
  • E. 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.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: processNodeVendor
Context triple: [Apple A13 Bionic, processNodeVendor, TSMC N7P]
  • A. processNode
    Indicates performing an operation or series of operations on a node within a data structure or system.
  • B. commonVendorSupport
    Indicates that two entities are both supported by, or compatible with, at least one of the same vendors.
  • C. processIncludes
    Indicates that a process contains, encompasses, or incorporates another process or subprocess as part of its overall execution or structure.
  • D. hasReactorVendor
    Indicates that one entity serves as the supplier or manufacturer of a reactor for another entity.
  • E. reactorVendor
    Indicates the company or organization that supplied or manufactured a given reactor.
  • 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_69d6aafa51148190ab84940694c00235 completed April 8, 2026, 7:22 p.m.
NER Named-entity recognition batch_69d8a25aa9188190ab13d79139f37e7e completed April 10, 2026, 7:10 a.m.
NED1 Entity disambiguation (via context triple) batch_69ee87a20af481909b47775c7cb6ec3b completed April 26, 2026, 9:46 p.m.
NEDg Description generation batch_69eeb3137f4c8190ba8ac48b2cb419b4 completed April 27, 2026, 12:51 a.m.
NED2 Entity disambiguation (via description) batch_69eee9845bec81909f0f9b005f75249a completed April 27, 2026, 4:43 a.m.
PD Predicate disambiguation batch_69d85dd94bdc819091fa2ed33eb31624 completed April 10, 2026, 2:18 a.m.
PDg Predicate description generation batch_69d87f2e67108190ac36bf47aac12fa8 completed April 10, 2026, 4:40 a.m.
Created at: April 8, 2026, 9:39 p.m.