Triple

T1636261
Position Surface form Disambiguated ID Type / Status
Subject Red Hat Enterprise Linux E35364 entity
Predicate updateChannel P5095 FINISHED
Object Red Hat Subscription Management
Red Hat Subscription Management is Red Hat’s service for registering systems, managing software subscriptions, and controlling access to certified software repositories and updates.
 E184323 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: Red Hat Subscription Management | Statement: [Red Hat Enterprise Linux, updateChannel, Red Hat Subscription Management]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Red Hat Subscription Management
Context triple: [Red Hat Enterprise Linux, updateChannel, Red Hat Subscription Management]
  • A. Red Hat Satellite
    Red Hat Satellite is a systems management platform that helps organizations deploy, configure, and maintain Red Hat Enterprise Linux environments at scale.
  • B. Red Hat Enterprise Linux
    Red Hat Enterprise Linux is a commercially supported, enterprise-grade Linux distribution widely used for servers, cloud deployments, and mission-critical applications.
  • C. Red Hat Ansible Automation Platform
    Red Hat Ansible Automation Platform is an enterprise-grade IT automation solution that orchestrates configuration management, application deployment, and workflow automation across hybrid and multi-cloud environments.
  • D. CentOS
    CentOS is a free, community-supported Linux distribution that provides a stable, enterprise-class operating system largely compatible with Red Hat Enterprise Linux.
  • E. Red Hat
    Red Hat is a leading American open-source software company best known for its enterprise Linux distribution and related cloud and middleware solutions.
  • 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: Red Hat Subscription Management
Triple: [Red Hat Enterprise Linux, updateChannel, Red Hat Subscription Management]
Generated description
Red Hat Subscription Management is Red Hat’s service for registering systems, managing software subscriptions, and controlling access to certified software repositories and updates.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Red Hat Subscription Management
Target entity description: Red Hat Subscription Management is Red Hat’s service for registering systems, managing software subscriptions, and controlling access to certified software repositories and updates.
  • A. Red Hat Satellite
    Red Hat Satellite is a systems management platform that helps organizations deploy, configure, and maintain Red Hat Enterprise Linux environments at scale.
  • B. Red Hat Enterprise Linux
    Red Hat Enterprise Linux is a commercially supported, enterprise-grade Linux distribution widely used for servers, cloud deployments, and mission-critical applications.
  • C. Red Hat Ansible Automation Platform
    Red Hat Ansible Automation Platform is an enterprise-grade IT automation solution that orchestrates configuration management, application deployment, and workflow automation across hybrid and multi-cloud environments.
  • D. CentOS
    CentOS is a free, community-supported Linux distribution that provides a stable, enterprise-class operating system largely compatible with Red Hat Enterprise Linux.
  • E. Red Hat
    Red Hat is a leading American open-source software company best known for its enterprise Linux distribution and related cloud and middleware solutions.
  • 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.