Ray

E438345

cluster computing framework distributed computing framework open-source software

Ray is an open-source distributed computing framework designed to scale Python applications for tasks like machine learning, reinforcement learning, and data processing across clusters.

Try in SPARQL Jump to: Surface forms Disambiguation Statements Elicitation Referenced by

All labels observed (2)

Label	Occurrences
Ray canonical	3
Ray Core	2

How this entity was disambiguated

This entity first appeared as the object of triple T4425149 — 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: Ray
Context triple: [RLlib, developedOnTopOf, Ray]

A. Ray
Ray is a masculine given name commonly used in English-speaking countries, often as a short form of Raymond.
B. Ray
"Ray" is a 2004 biographical film about the life and music of legendary rhythm and blues musician Ray Charles.
C. Ray
Ray is an ancient city near modern-day Tehran in Iran that served as a significant political and cultural center in various Persian empires.
D. Rod
Rod is the nickname of Roderick Langway, a former professional ice hockey defenseman and Hockey Hall of Famer best known for his time with the Washington Capitals.
E. Rob
Rob is a common shortened form of the given name Robert, frequently used as an informal or familiar first name.
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: Ray
Target entity description: Ray is an open-source distributed computing framework designed to scale Python applications for tasks like machine learning, reinforcement learning, and data processing across clusters.

A. Ray
Ray is a masculine given name commonly used in English-speaking countries, often as a short form of Raymond.
B. Ray
"Ray" is a 2004 biographical film about the life and music of legendary rhythm and blues musician Ray Charles.
C. Ray
Ray is an ancient city near modern-day Tehran in Iran that served as a significant political and cultural center in various Persian empires.
D. Rod
Rod is the nickname of Roderick Langway, a former professional ice hockey defenseman and Hockey Hall of Famer best known for his time with the Washington Capitals.
E. Rob
Rob is a common shortened form of the given name Robert, frequently used as an informal or familiar first name.
F. None of above. chosen

Statements (51)

Predicate	Object
instanceOf	cluster computing framework ⓘ distributed computing framework ⓘ open-source software ⓘ
designedFor	data processing workloads ⓘ distributed computing ⓘ machine learning workloads ⓘ reinforcement learning workloads ⓘ scaling Python applications ⓘ
developedBy	Anyscale ⓘ
ecosystem	Ray AI Runtime ⓘ
feature	autoscaling ⓘ distributed object store ⓘ fault tolerance ⓘ resource-aware scheduling ⓘ task scheduling ⓘ web-based dashboard ⓘ
hasComponent	Ray Core ⓘ linked to: Ray Ray Dashboard ⓘ Ray Data ⓘ Ray RLlib ⓘ linked to: RLlib Ray Serve ⓘ Ray Train ⓘ Ray Tune ⓘ Ray Workflows ⓘ
integratesWith	AWS ⓘ linked to: Amazon Web Services Apache Spark ⓘ Dask ⓘ Google Cloud Platform ⓘ linked to: Google Cloud Kubernetes ⓘ LightGBM ⓘ Microsoft Azure ⓘ linked to: Azure PyTorch ⓘ TensorFlow ⓘ XGBoost ⓘ scikit-learn ⓘ
license	Apache License 2.0 ⓘ
originatedAt	University of California, Berkeley ⓘ
originatedIn	RISELab ⓘ
programmingLanguage	Python ⓘ
repository	https://github.com/ray-project/ray ⓘ
supports	actor-based concurrency ⓘ batch processing ⓘ distributed training ⓘ hyperparameter tuning ⓘ model serving ⓘ stream processing ⓘ task parallelism ⓘ
supportsLanguage	C++ ⓘ Java ⓘ Python ⓘ
website	https://www.ray.io ⓘ

How these facts were elicited

Referenced by (5)

Full triples — surface form annotated when it differs from this entity's canonical label.

RLlib → developedOnTopOf → Ray ⓘ

Ray → hasComponent → Ray Core ⓘ

linked to: Ray

Ray Tune → partOf → Ray ⓘ

Ray Serve → builtOnFramework → Ray ⓘ

Ray Serve → integratesWith → Ray Core ⓘ