Triple

T17676374
Position Surface form Disambiguated ID Type / Status
Subject AbstractMatrix E440651 entity
Predicate supertypeOf P1244 FINISHED
Object AbstractStructuredMatrix
AbstractStructuredMatrix is a Julia abstract type representing matrices with special structural properties (such as symmetry, bandedness, or sparsity) that enable optimized linear algebra operations.
E1282491 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: AbstractStructuredMatrix | Statement: [AbstractMatrix, supertypeOf, AbstractStructuredMatrix]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: AbstractStructuredMatrix
Context triple: [AbstractMatrix, supertypeOf, AbstractStructuredMatrix]
  • A. AbstractMatrix
    AbstractMatrix is a core Julia type that defines the generic interface and behavior for all two-dimensional array and matrix-like structures in the LinearAlgebra ecosystem.
  • B. BlockBandedMatrix
    BlockBandedMatrix is a Julia matrix type representing sparse matrices composed of dense blocks arranged in a banded structure, optimized for efficient storage and linear algebra operations.
  • C. Modular Transverse Matrix
    Modular Transverse Matrix is Volkswagen Group’s flexible vehicle architecture designed for front-engined, front-wheel-drive and all-wheel-drive cars, enabling shared components and production efficiencies across multiple models and brands.
  • D. MPSMatrix
    MPSMatrix is a Metal Performance Shaders class that represents and accelerates high-performance matrix computations on Apple GPUs.
  • E. Matrix
    The Matrix is a vast, sentient data repository and virtual reality construct on Gallifrey that stores the knowledge, memories, and consciousness of Time Lords in the Doctor Who universe.
  • 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: AbstractStructuredMatrix
Triple: [AbstractMatrix, supertypeOf, AbstractStructuredMatrix]
Generated description
AbstractStructuredMatrix is a Julia abstract type representing matrices with special structural properties (such as symmetry, bandedness, or sparsity) that enable optimized linear algebra operations.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: AbstractStructuredMatrix
Target entity description: AbstractStructuredMatrix is a Julia abstract type representing matrices with special structural properties (such as symmetry, bandedness, or sparsity) that enable optimized linear algebra operations.
  • A. AbstractMatrix
    AbstractMatrix is a core Julia type that defines the generic interface and behavior for all two-dimensional array and matrix-like structures in the LinearAlgebra ecosystem.
  • B. BlockBandedMatrix
    BlockBandedMatrix is a Julia matrix type representing sparse matrices composed of dense blocks arranged in a banded structure, optimized for efficient storage and linear algebra operations.
  • C. Modular Transverse Matrix
    Modular Transverse Matrix is Volkswagen Group’s flexible vehicle architecture designed for front-engined, front-wheel-drive and all-wheel-drive cars, enabling shared components and production efficiencies across multiple models and brands.
  • D. MPSMatrix
    MPSMatrix is a Metal Performance Shaders class that represents and accelerates high-performance matrix computations on Apple GPUs.
  • E. Matrix
    The Matrix is a vast, sentient data repository and virtual reality construct on Gallifrey that stores the knowledge, memories, and consciousness of Time Lords in the Doctor Who universe.
  • 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, 10:01 a.m.