Triple

T1636359
Position Surface form Disambiguated ID Type / Status
Subject Red Hat OpenStack Platform E35366 entity
Predicate includesComponent P1393 FINISHED
Object OpenStack Ceilometer
OpenStack Ceilometer is the telemetry and metering service in the OpenStack ecosystem that collects, normalizes, and stores usage and performance data for monitoring, billing, and autoscaling purposes.
E187114 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: OpenStack Ceilometer | Statement: [Red Hat OpenStack Platform, includesComponent, OpenStack Ceilometer]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: OpenStack Ceilometer
Context triple: [Red Hat OpenStack Platform, includesComponent, OpenStack Ceilometer]
  • A. OpenStack Nova
    OpenStack Nova is the compute service of the OpenStack cloud platform, responsible for provisioning and managing virtual machine instances and related resources.
  • B. OpenStack
    OpenStack is an open-source cloud computing platform that provides a suite of software tools for building and managing public and private clouds.
  • C. OpenStack APIs
    OpenStack APIs are a collection of open, modular cloud computing interfaces that enable programmatic management of compute, storage, and networking resources in OpenStack-based environments.
  • D. OpenStack Cinder
    OpenStack Cinder is the block storage service of the OpenStack cloud computing platform, providing persistent, manageable volumes for virtual machines and other workloads.
  • E. Red Hat OpenStack Platform
    Red Hat OpenStack Platform is Red Hat’s enterprise-grade cloud infrastructure solution built on the OpenStack project, used to deploy and manage scalable private and hybrid clouds.
  • 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: OpenStack Ceilometer
Triple: [Red Hat OpenStack Platform, includesComponent, OpenStack Ceilometer]
Generated description
OpenStack Ceilometer is the telemetry and metering service in the OpenStack ecosystem that collects, normalizes, and stores usage and performance data for monitoring, billing, and autoscaling purposes.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: OpenStack Ceilometer
Target entity description: OpenStack Ceilometer is the telemetry and metering service in the OpenStack ecosystem that collects, normalizes, and stores usage and performance data for monitoring, billing, and autoscaling purposes.
  • A. OpenStack Nova
    OpenStack Nova is the compute service of the OpenStack cloud platform, responsible for provisioning and managing virtual machine instances and related resources.
  • B. OpenStack
    OpenStack is an open-source cloud computing platform that provides a suite of software tools for building and managing public and private clouds.
  • C. OpenStack APIs
    OpenStack APIs are a collection of open, modular cloud computing interfaces that enable programmatic management of compute, storage, and networking resources in OpenStack-based environments.
  • D. OpenStack Cinder
    OpenStack Cinder is the block storage service of the OpenStack cloud computing platform, providing persistent, manageable volumes for virtual machines and other workloads.
  • E. Red Hat OpenStack Platform
    Red Hat OpenStack Platform is Red Hat’s enterprise-grade cloud infrastructure solution built on the OpenStack project, used to deploy and manage scalable private and hybrid clouds.
  • 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_69ad6815c4588190bccfbece8f22c1a1 completed March 8, 2026, 12:14 p.m.
NEDg Description generation batch_69ad686f4a0c819091f99800d6618ecb completed March 8, 2026, 12:15 p.m.
NED2 Entity disambiguation (via description) batch_69ad68f00e8c8190b2cbf3d921dce5a8 completed March 8, 2026, 12:17 p.m.
Created at: March 4, 2026, 7:28 p.m.