Triple

T12181084
Position Surface form Disambiguated ID Type / Status
Subject SoC E290220 entity
Predicate mayInclude P1393 FINISHED
Object NPU
An NPU (Neural Processing Unit) is a specialized processor designed to accelerate artificial intelligence and machine learning workloads, particularly neural network computations.
 E968294 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: NPU | Statement: [SoC, mayInclude, NPU]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: NPU
Context triple: [SoC, mayInclude, NPU]
  • A. NPU
    NPU is a leading Chinese research university in Xi’an renowned for its strengths in aeronautics, astronautics, and marine engineering.
  • B. NPU
    NPU is the commonly used abbreviation for the National Police of Ukraine, the country’s central law enforcement agency responsible for maintaining public order and safety.
  • C. Tensor Processing Unit
    A Tensor Processing Unit (TPU) is a specialized AI accelerator chip designed by Google to efficiently perform large-scale machine learning computations, particularly for neural networks.
  • D. NVIDIA inference platform
    The NVIDIA inference platform is a comprehensive suite of hardware and software tools designed to accelerate and optimize AI model deployment and real-time inference across data center, edge, and embedded environments.
  • E. Fugaku
    Fugaku is a Japanese supercomputer developed by RIKEN and Fujitsu that became the world’s fastest supercomputer in 2020, excelling in a wide range of high-performance computing benchmarks.
  • 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: NPU
Triple: [SoC, mayInclude, NPU]
Generated description
An NPU (Neural Processing Unit) is a specialized processor designed to accelerate artificial intelligence and machine learning workloads, particularly neural network computations.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: NPU
Target entity description: An NPU (Neural Processing Unit) is a specialized processor designed to accelerate artificial intelligence and machine learning workloads, particularly neural network computations.
  • A. NPU
    NPU is a leading Chinese research university in Xi’an renowned for its strengths in aeronautics, astronautics, and marine engineering.
  • B. NPU
    NPU is the commonly used abbreviation for the National Police of Ukraine, the country’s central law enforcement agency responsible for maintaining public order and safety.
  • C. Tensor Processing Unit
    A Tensor Processing Unit (TPU) is a specialized AI accelerator chip designed by Google to efficiently perform large-scale machine learning computations, particularly for neural networks.
  • D. NVIDIA inference platform
    The NVIDIA inference platform is a comprehensive suite of hardware and software tools designed to accelerate and optimize AI model deployment and real-time inference across data center, edge, and embedded environments.
  • E. Fugaku
    Fugaku is a Japanese supercomputer developed by RIKEN and Fujitsu that became the world’s fastest supercomputer in 2020, excelling in a wide range of high-performance computing benchmarks.
  • 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_69d6ab64de5881908d56eb7a75c6cc69 completed April 8, 2026, 7:24 p.m.
NER Named-entity recognition batch_69d915fc451c819086a2a97967b82908 completed April 10, 2026, 3:23 p.m.
NED1 Entity disambiguation (via context triple) batch_69f5f6acee6481908ee4129956c98c52 completed May 2, 2026, 1:05 p.m.
NEDg Description generation batch_69f6022ecf38819080f0eb6a3a815c5b completed May 2, 2026, 1:54 p.m.
NED2 Entity disambiguation (via description) batch_69f606560934819092ba4d4fa162b799 completed May 2, 2026, 2:12 p.m.
Created at: April 8, 2026, 9:50 p.m.