Triple

T1636526
Position Surface form Disambiguated ID Type / Status
Subject Kubernetes E35369 entity
Predicate accessedVia P1985 FINISHED
Object kubectl CLI
kubectl CLI is the primary command-line tool used by administrators and developers to interact with and manage Kubernetes clusters.
E184355 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: kubectl CLI | Statement: [Kubernetes, accessedVia, kubectl CLI]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: kubectl CLI
Context triple: [Kubernetes, accessedVia, kubectl CLI]
  • A. Kubernetes
    Kubernetes is an open-source container orchestration platform that automates the deployment, scaling, and management of containerized applications across clusters of machines.
  • B. Azure Kubernetes Service
    Azure Kubernetes Service is a managed container orchestration platform that simplifies deploying, scaling, and operating Kubernetes clusters in the Microsoft Azure cloud.
  • C. CLI
    CLI is a standardized runtime and execution environment developed by Microsoft and standardized by ECMA and ISO for running and managing code written in multiple high-level languages, most notably used by the .NET framework.
  • D. Nest CLI
    Nest CLI is the command-line interface tool for NestJS that streamlines creating, developing, and managing Nest-based Node.js applications.
  • E. .NET CLI
    The .NET CLI is a cross-platform command-line interface for creating, building, running, and publishing .NET applications and libraries.
  • 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: kubectl CLI
Triple: [Kubernetes, accessedVia, kubectl CLI]
Generated description
kubectl CLI is the primary command-line tool used by administrators and developers to interact with and manage Kubernetes clusters.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: kubectl CLI
Target entity description: kubectl CLI is the primary command-line tool used by administrators and developers to interact with and manage Kubernetes clusters.
  • A. Kubernetes
    Kubernetes is an open-source container orchestration platform that automates the deployment, scaling, and management of containerized applications across clusters of machines.
  • B. Azure Kubernetes Service
    Azure Kubernetes Service is a managed container orchestration platform that simplifies deploying, scaling, and operating Kubernetes clusters in the Microsoft Azure cloud.
  • C. CLI
    CLI is a standardized runtime and execution environment developed by Microsoft and standardized by ECMA and ISO for running and managing code written in multiple high-level languages, most notably used by the .NET framework.
  • D. Nest CLI
    Nest CLI is the command-line interface tool for NestJS that streamlines creating, developing, and managing Nest-based Node.js applications.
  • E. .NET CLI
    The .NET CLI is a cross-platform command-line interface for creating, building, running, and publishing .NET applications and libraries.
  • F. None of above. chosen

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_69a886036bc081909ff5de16dbe5e8ea completed March 4, 2026, 7:20 p.m.
NER Named-entity recognition batch_69a90a17e8e08190afb78a953ab920ec completed March 5, 2026, 4:44 a.m.
NED1 Entity disambiguation (via context triple) batch_69ad58dbd0608190be207ab2bcdc9eef completed March 8, 2026, 11:09 a.m.
NEDg Description generation batch_69ad5a625d088190bbacbb69a0569d49 completed March 8, 2026, 11:15 a.m.
NED2 Entity disambiguation (via description) batch_69ad5ae605f88190b5e42d7cf923e9bb completed March 8, 2026, 11:17 a.m.
Created at: March 4, 2026, 7:28 p.m.