Triple

T17676402
Position Surface form Disambiguated ID Type / Status
Subject SparseMatrixCSC E440652 entity
Predicate instanceOf P0 FINISHED
Object sparse matrix type C39522 CONCEPT FINISHED

How this triple was built (1 step)

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.

CD Concept disambiguation gpt-5-mini-2025-08-07
Target class: sparse matrix type
Context triple: [SparseMatrixCSC, instanceOf, sparse matrix type]
  • A. structured matrix
    A structured matrix is a matrix whose entries follow a specific pattern or rule (such as Toeplitz, circulant, or banded structure), enabling more efficient storage and computation than a general dense matrix.
  • B. tensor
    A tensor is a multidimensional array of numerical values that generalizes scalars, vectors, and matrices to represent data or linear relationships across multiple dimensions.
  • C. numerical linear algebra library
    A numerical linear algebra library is a collection of optimized routines and data structures for performing matrix and vector operations, decompositions, and related numerical computations.
  • D. matrix basis set
    A matrix basis set is a collection of matrices that forms a minimal, linearly independent set spanning a matrix space, allowing any matrix in that space to be expressed as a unique linear combination of those basis matrices.
  • E. GPU-accelerated BLAS library
    A GPU-accelerated BLAS library is a collection of highly optimized linear algebra routines that offload matrix and vector computations to graphics processing units to achieve significantly higher performance than CPU-only implementations.
  • F. None of above. chosen

Provenance (1 batch)

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.
Created at: April 10, 2026, 10:01 a.m.