Triple

T17676286
Position Surface form Disambiguated ID Type / Status
Subject BLAS E440649 entity
Predicate hasImplementation P3697 FINISHED
Object Intel Math Kernel Library
Intel Math Kernel Library is a highly optimized numerical computing library from Intel that accelerates math-intensive operations such as linear algebra, fast Fourier transforms, and vector math on Intel architectures.
E1282485 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: Intel Math Kernel Library | Statement: [BLAS, hasImplementation, Intel Math Kernel Library]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Intel Math Kernel Library
Context triple: [BLAS, hasImplementation, Intel Math Kernel Library]
  • A. Intel Integrated Performance Primitives
    Intel Integrated Performance Primitives is a highly optimized, cross-platform library of low-level software functions for performance-critical tasks such as signal, image, and data processing on Intel architectures.
  • B. Intel oneAPI Toolkits
    Intel oneAPI Toolkits are a collection of cross-architecture development tools from Intel designed to optimize and accelerate applications across CPUs, GPUs, and other accelerators.
  • C. Intel oneDNN
    Intel oneDNN is an open-source, performance-optimized deep neural network library from Intel that accelerates deep learning workloads on CPUs and other Intel architectures.
  • D. MKL
    MKL is a professional ice hockey team based in Milton Keynes, England, competing in the British ice hockey league system.
  • E. Intel Threading Building Blocks
    Intel Threading Building Blocks is a C++ template library developed by Intel that provides high-level, task-based parallelism and scalable performance for multicore and manycore processors.
  • 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: Intel Math Kernel Library
Triple: [BLAS, hasImplementation, Intel Math Kernel Library]
Generated description
Intel Math Kernel Library is a highly optimized numerical computing library from Intel that accelerates math-intensive operations such as linear algebra, fast Fourier transforms, and vector math on Intel architectures.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Intel Math Kernel Library
Target entity description: Intel Math Kernel Library is a highly optimized numerical computing library from Intel that accelerates math-intensive operations such as linear algebra, fast Fourier transforms, and vector math on Intel architectures.
  • A. Intel Integrated Performance Primitives
    Intel Integrated Performance Primitives is a highly optimized, cross-platform library of low-level software functions for performance-critical tasks such as signal, image, and data processing on Intel architectures.
  • B. Intel oneAPI Toolkits
    Intel oneAPI Toolkits are a collection of cross-architecture development tools from Intel designed to optimize and accelerate applications across CPUs, GPUs, and other accelerators.
  • C. Intel oneDNN
    Intel oneDNN is an open-source, performance-optimized deep neural network library from Intel that accelerates deep learning workloads on CPUs and other Intel architectures.
  • D. MKL
    MKL is a professional ice hockey team based in Milton Keynes, England, competing in the British ice hockey league system.
  • E. Intel Threading Building Blocks
    Intel Threading Building Blocks is a C++ template library developed by Intel that provides high-level, task-based parallelism and scalable performance for multicore and manycore processors.
  • 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_69d8b9e940b081908b862bb0e6e89b0d completed April 10, 2026, 8:50 a.m.
NER Named-entity recognition batch_69e46f6d9ab88190ab0e25eac8b0101c completed April 19, 2026, 6 a.m.
NED1 Entity disambiguation (via context triple) batch_6a022325d6108190975082abcdb21ce1 completed May 11, 2026, 6:42 p.m.
NEDg Description generation batch_6a022759531c8190a77c5dc4e3ccaee6 completed May 11, 2026, 7 p.m.
NED2 Entity disambiguation (via description) batch_6a0227ff79d881908ad190b2665bc63d completed May 11, 2026, 7:03 p.m.
Created at: April 10, 2026, 10 a.m.