Numba
E459724
Numba is a just-in-time compiler for Python that accelerates numerical and scientific computing code by translating a subset of Python and NumPy operations into optimized machine code.
All labels observed (1)
| Label | Occurrences |
|---|---|
| Numba canonical | 1 |
How this entity was disambiguated
This entity first appeared as the object of triple T4599956 — resolving that mention is where its identity was fixed. The disambiguator weighed these candidate entities and picked the highlighted one (or “None”, minting a new entity). This is how homonymy is resolved: the same surface form can point to different entities.
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Numba Context triple: [Python scientific stack, hasComponent, Numba]
-
A.
Namba
Namba is a major commercial and entertainment district in Osaka, Japan, known for its bustling nightlife, shopping, and iconic neon-lit streets.
-
B.
Nupoid
Nupoid is a branch of the Niger-Congo language family comprising several closely related languages spoken primarily in central Nigeria.
-
C.
Piipaash
Piipaash are a Native American people of the lower Colorado River region, closely related to the Maricopa and known for their distinct language and cultural traditions.
-
D.
Nix
Nix is one of Pluto’s small outer moons, an irregularly shaped natural satellite discovered in 2005 that orbits the dwarf planet in a complex, resonant system with its other moons.
-
E.
Nuska
Nuska is a Mesopotamian god of fire and light, often serving as a divine vizier and attendant to major deities in the Sumerian and Akkadian pantheons.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Numba Target entity description: Numba is a just-in-time compiler for Python that accelerates numerical and scientific computing code by translating a subset of Python and NumPy operations into optimized machine code.
-
A.
Namba
Namba is a major commercial and entertainment district in Osaka, Japan, known for its bustling nightlife, shopping, and iconic neon-lit streets.
-
B.
Nupoid
Nupoid is a branch of the Niger-Congo language family comprising several closely related languages spoken primarily in central Nigeria.
-
C.
Piipaash
Piipaash are a Native American people of the lower Colorado River region, closely related to the Maricopa and known for their distinct language and cultural traditions.
-
D.
Nix
Nix is one of Pluto’s small outer moons, an irregularly shaped natural satellite discovered in 2005 that orbits the dwarf planet in a complex, resonant system with its other moons.
-
E.
Nuska
Nuska is a Mesopotamian god of fire and light, often serving as a divine vizier and attendant to major deities in the Sumerian and Akkadian pantheons.
- F. None of above. chosen
Statements (50)
| Predicate | Object |
|---|---|
| instanceOf |
Python library
ⓘ
just-in-time compiler ⓘ open-source software ⓘ |
| accelerates |
numerical computing
ⓘ
scientific computing ⓘ |
| backend | LLVM ⓘ |
| compatibleWith |
CPython
ⓘ
linked to:
Python reference implementation (CPython)
NumPy ⓘ SciPy (partial) ⓘ |
| decorator |
@cuda.jit
ⓘ
@guvectorize ⓘ @jit ⓘ @njit ⓘ @vectorize ⓘ |
| hasComponent |
nopython compiler pipeline
ⓘ
object mode compiler pipeline ⓘ |
| hostLanguage | Python ⓘ |
| implements | just-in-time compilation ⓘ |
| license |
BSD 2-Clause License
ⓘ
linked to:
BSD license
|
| openSource | true ⓘ |
| optimizationTechnique |
loop unrolling (via LLVM)
ⓘ
type specialization ⓘ vectorized instructions ⓘ |
| optimizes |
NumPy operations
ⓘ
Python functions ⓘ |
| primaryUse |
data analysis workloads
ⓘ
high-performance numerical code ⓘ scientific simulations ⓘ |
| programmingLanguage | Python ⓘ |
| requires | CPython interpreter ⓘ |
| supports |
CUDA
ⓘ
linked to:
NVIDIA CUDA
GPU acceleration ⓘ NumPy arrays ⓘ array-oriented computing ⓘ loops ⓘ math functions ⓘ multithreading ⓘ nopython mode ⓘ parallel execution ⓘ random number generation ⓘ structured arrays ⓘ uFuncs ⓘ vectorization ⓘ |
| supportsLanguage | Python ⓘ |
| targetPlatform |
CPU
ⓘ
CUDA-enabled GPU ⓘ GPU ⓘ |
| translatesTo | machine code ⓘ |
| uses | LLVM ⓘ |
| writtenIn | Python ⓘ |
How these facts were elicited
The pipeline generated the facts above by prompting gpt-5.1 with this entity's name + description and the instruction below.
Instruction
You are a knowledge base construction expert. Given a subject entity and a description of it, return factual statements that you know for the subject as a JSON list of dictionaries(triples), where keys must be "subject", "predicate" and "object". The number of facts may be very high, between 25 to 50 or more, for very popular subjects. For less popular subjects, the number of facts can be very low, like 5 or 10. # Requirements - If you don't know the subject at all, return an empty list. - If the subject is not a named entity, return an empty list. - Include at least one triple where predicate is "instanceOf". - Do not get too wordy. - Separate several objects into multiple triples with one object.
Input
Subject: Numba Description of subject: Numba is a just-in-time compiler for Python that accelerates numerical and scientific computing code by translating a subset of Python and NumPy operations into optimized machine code.
Referenced by (1)
Full triples — surface form annotated when it differs from this entity's canonical label.