Triple

T7937765
Position Surface form Disambiguated ID Type / Status
Subject OpenShift Platform E184324 entity
Predicate includes P1393 FINISHED
Object OpenShift API server
OpenShift API server is the central Kubernetes-compatible API component in Red Hat OpenShift that manages and exposes cluster resources and operations to users and system components.
 E184343 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: OpenShift API server | Statement: [OpenShift Platform, includes, OpenShift API server]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: OpenShift API server
Context triple: [OpenShift Platform, includes, OpenShift API server]
  • A. OpenShift Platform
    OpenShift Platform is Red Hat’s Kubernetes-based container application platform for building, deploying, and managing cloud-native applications across hybrid and multi-cloud environments.
  • B. kube-apiserver
    kube-apiserver is the central Kubernetes control plane service that exposes the cluster’s API, validates and processes requests, and coordinates communication between all other components.
  • C. Argo CD
    Argo CD is a declarative, GitOps-based continuous delivery tool that automates application deployment and lifecycle management on Kubernetes clusters.
  • D. OpenAPI Generator
    OpenAPI Generator is a tool that automatically generates client libraries, server stubs, API documentation, and configuration from OpenAPI specifications to streamline API development.
  • E. Knative
    Knative is an open-source Kubernetes-based platform that simplifies building, deploying, and managing serverless and event-driven applications.
  • 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: OpenShift API server
Triple: [OpenShift Platform, includes, OpenShift API server]
Generated description
OpenShift API server is the central Kubernetes-compatible API component in Red Hat OpenShift that manages and exposes cluster resources and operations to users and system components.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: OpenShift API server
Target entity description: OpenShift API server is the central Kubernetes-compatible API component in Red Hat OpenShift that manages and exposes cluster resources and operations to users and system components.
  • A. OpenShift Platform
    OpenShift Platform is Red Hat’s Kubernetes-based container application platform for building, deploying, and managing cloud-native applications across hybrid and multi-cloud environments.
  • B. kube-apiserver chosen
    kube-apiserver is the central Kubernetes control plane service that exposes the cluster’s API, validates and processes requests, and coordinates communication between all other components.
  • C. Argo CD
    Argo CD is a declarative, GitOps-based continuous delivery tool that automates application deployment and lifecycle management on Kubernetes clusters.
  • D. OpenAPI Generator
    OpenAPI Generator is a tool that automatically generates client libraries, server stubs, API documentation, and configuration from OpenAPI specifications to streamline API development.
  • E. Knative
    Knative is an open-source Kubernetes-based platform that simplifies building, deploying, and managing serverless and event-driven applications.
  • F. None of above.

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_69ca8290c21c8190906a5ca6fe2b03c4 completed March 30, 2026, 2:02 p.m.
NER Named-entity recognition batch_69cb3aef2394819086eea1f6ab117aed completed March 31, 2026, 3:09 a.m.
NED1 Entity disambiguation (via context triple) batch_69cb5c0a96ac819099ad30fb925eb329 completed March 31, 2026, 5:30 a.m.
NEDg Description generation batch_69cb7634f4dc8190b5e537f24bccd651 completed March 31, 2026, 7:22 a.m.
NED2 Entity disambiguation (via description) batch_69cbb67e77a48190b93c6ba61becfac4 completed March 31, 2026, 11:56 a.m.
Created at: March 30, 2026, 5:08 p.m.