Triple
T19531918
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Numerical Methods for Scientists and Engineers |
E488676
|
entity |
| Predicate | instanceOf |
P0
|
FINISHED |
| Object | scientific computing book |
C20987
|
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: scientific computing book Context triple: [Numerical Methods for Scientists and Engineers, instanceOf, scientific computing book]
-
A.
scientific computing reference
chosen
A scientific computing reference is a comprehensive resource that provides definitions, formulas, algorithms, and best practices for performing numerical analysis, data processing, and computational modeling in scientific and engineering contexts.
-
B.
computer science book
A computer science book is a structured, written resource that explains concepts, theories, and practices related to computing, algorithms, programming, and information systems.
-
C.
high-performance computing software
High-performance computing software consists of specialized programs and frameworks designed to efficiently execute large-scale, compute-intensive tasks by exploiting parallelism and advanced hardware architectures such as clusters, supercomputers, and GPUs.
-
D.
GPU-accelerated array library
A GPU-accelerated array library is a software toolkit that provides high-level, NumPy-like array operations executed on graphics processing units to enable massively parallel, high-performance numerical computing.
-
E.
scientific compendium
A scientific compendium is a comprehensive, systematically organized collection of scientific knowledge, data, and references on a particular field or range of topics, intended to serve as an authoritative resource for study and research.
- F. None of above.
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_69d8e8db5b6c8190984b61f91981f575 |
completed | April 10, 2026, 12:11 p.m. |
Created at: April 10, 2026, 1:41 p.m.