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.