Triple
T1717863
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Oracle Linux |
E37328
|
entity |
| Predicate | includes |
P1393
|
FINISHED |
| Object |
Oracle Linux Manager (Spacewalk-based management)
Oracle Linux Manager (Spacewalk-based management) is a systems management platform that provides centralized provisioning, patching, configuration, and lifecycle management for Oracle Linux environments.
|
E192920
|
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: Oracle Linux Manager (Spacewalk-based management) | Statement: [Oracle Linux, includes, Oracle Linux Manager (Spacewalk-based management)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Oracle Linux Manager (Spacewalk-based management) Context triple: [Oracle Linux, includes, Oracle Linux Manager (Spacewalk-based 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.
Katello
Katello is an open-source systems management and content lifecycle tool that provides software repository, subscription, and configuration management capabilities, commonly used as a core component of Red Hat Satellite.
-
C.
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.
-
D.
Oracle Linux
Oracle Linux is an enterprise-focused Linux distribution developed and maintained by Oracle, optimized for running Oracle software and cloud workloads.
-
E.
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.
- 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: Oracle Linux Manager (Spacewalk-based management) Triple: [Oracle Linux, includes, Oracle Linux Manager (Spacewalk-based management)]
Generated description
Oracle Linux Manager (Spacewalk-based management) is a systems management platform that provides centralized provisioning, patching, configuration, and lifecycle management for Oracle Linux environments.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Oracle Linux Manager (Spacewalk-based management) Target entity description: Oracle Linux Manager (Spacewalk-based management) is a systems management platform that provides centralized provisioning, patching, configuration, and lifecycle management for Oracle Linux environments.
-
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.
Katello
Katello is an open-source systems management and content lifecycle tool that provides software repository, subscription, and configuration management capabilities, commonly used as a core component of Red Hat Satellite.
-
C.
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.
-
D.
Oracle Linux
Oracle Linux is an enterprise-focused Linux distribution developed and maintained by Oracle, optimized for running Oracle software and cloud workloads.
-
E.
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.
- 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_69a8861912dc8190931af43b4b9158a7 |
completed | March 4, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69aa6337d8408190bdba8b50652d50ae |
completed | March 6, 2026, 5:16 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ad8ae6940c81909c1ebdfb0cdef5fc |
completed | March 8, 2026, 2:42 p.m. |
| NEDg | Description generation | batch_69ad957adf1c8190b7c8656c1984f998 |
completed | March 8, 2026, 3:27 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ad97af6b388190b2af293599108df3 |
completed | March 8, 2026, 3:37 p.m. |
Created at: March 4, 2026, 7:30 p.m.