Triple

T7937701
Position Surface form Disambiguated ID Type / Status
Subject Red Hat Subscription Management E184323 entity
Predicate component P35 FINISHED
Object Red Hat hosted subscription services
Red Hat hosted subscription services are cloud-based tools and infrastructure that allow organizations to centrally manage, track, and optimize their Red Hat software subscriptions across environments.
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 hosted subscription services | Statement: [Red Hat Subscription Management, component, Red Hat hosted subscription services]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Red Hat hosted subscription services
Context triple: [Red Hat Subscription Management, component, Red Hat hosted subscription services]
  • A. 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.
  • B. 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.
  • C. 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.
  • D. 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.
  • E. Red Hat End User License Agreement
    The Red Hat End User License Agreement is the legal contract that governs how users may access, use, modify, and redistribute Red Hat’s software products and related services.
  • 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 hosted subscription services
Triple: [Red Hat Subscription Management, component, Red Hat hosted subscription services]
Generated description
Red Hat hosted subscription services are cloud-based tools and infrastructure that allow organizations to centrally manage, track, and optimize their Red Hat software subscriptions across environments.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Red Hat hosted subscription services
Target entity description: Red Hat hosted subscription services are cloud-based tools and infrastructure that allow organizations to centrally manage, track, and optimize their Red Hat software subscriptions across environments.
  • A. 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.
  • B. Red Hat Subscription Management chosen
    Red Hat Subscription Management is Red Hat’s service for registering systems, managing software subscriptions, and controlling access to certified software repositories and updates.
  • C. 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.
  • D. 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.
  • E. Red Hat End User License Agreement
    The Red Hat End User License Agreement is the legal contract that governs how users may access, use, modify, and redistribute Red Hat’s software products and related services.
  • 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.