Triple

T12048352
Position Surface form Disambiguated ID Type / Status
Subject TSMC N3B E286845 entity
Predicate predecessorProcess P102946 FINISHED
Object TSMC N5
TSMC N5 is Taiwan Semiconductor Manufacturing Company’s 5-nanometer-class process technology node, widely used for advanced high-performance and mobile chips.
E972114 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 N5 | Statement: [TSMC N3B, predecessorProcess, TSMC N5]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: TSMC N5
Context triple: [TSMC N3B, predecessorProcess, TSMC N5]
  • A. 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.
  • B. 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.
  • C. 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.
  • 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. TSMC
    TSMC (Taiwan Semiconductor Manufacturing Company) is the world’s largest dedicated semiconductor foundry, renowned for producing cutting-edge chips for major technology companies.
  • 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: [TSMC N3B, predecessorProcess, TSMC N5]
Generated description
TSMC N5 is Taiwan Semiconductor Manufacturing Company’s 5-nanometer-class process technology node, widely used for advanced high-performance and mobile chips.
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-class process technology node, widely used for advanced high-performance and mobile chips.
  • A. 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.
  • B. 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.
  • C. 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.
  • 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. TSMC
    TSMC (Taiwan Semiconductor Manufacturing Company) is the world’s largest dedicated semiconductor foundry, renowned for producing cutting-edge chips for major technology companies.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: predecessorProcess
Context triple: [TSMC N3B, predecessorProcess, TSMC N5]
  • A. predecessorProject
    Indicates that one project temporally or logically comes before and leads into another project in a sequence or dependency chain.
  • B. predecessorOperation
    Indicates that one operation occurs or must be completed before another operation in a defined sequence.
  • C. predecessorState
    Indicates that one state directly precedes another in a sequence or process.
  • D. predecessorStatus
    Indicates that one entity’s status is determined by, or directly follows from, the status of a preceding entity in a sequence or process.
  • E. predecessorResult
    Indicates that one entity is the outcome or result produced by a preceding entity in a sequence or process.
  • 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_69d6ab4780948190bdb9f7620c2ac27e completed April 8, 2026, 7:23 p.m.
NER Named-entity recognition batch_69d9100b4ca8819084845ca4c13e34ce completed April 10, 2026, 2:58 p.m.
NED1 Entity disambiguation (via context triple) batch_69f60a62f0fc8190a3d15ccfb23bb788 completed May 2, 2026, 2:29 p.m.
NEDg Description generation batch_69f6128da2c4819095bef0cb02a3d39d completed May 2, 2026, 3:04 p.m.
NED2 Entity disambiguation (via description) batch_69f6134f17c88190a17e1672b9eb2191 completed May 2, 2026, 3:07 p.m.
PD Predicate disambiguation batch_69d902bac9e08190aa1a99c835f29542 completed April 10, 2026, 2:01 p.m.
PDg Predicate description generation batch_69d91006e14081909838412df082f794 completed April 10, 2026, 2:58 p.m.
Created at: April 8, 2026, 9:47 p.m.