Triple

T7938401
Position Surface form Disambiguated ID Type / Status
Subject OpenStack Heat E184335 entity
Predicate primaryTemplateFormat P70577 FINISHED
Object HOT (Heat Orchestration Template)
HOT (Heat Orchestration Template) is a declarative, YAML-based language used in OpenStack to define and automate the deployment of cloud infrastructure and application stacks.
E184335 NE FINISHED

How this triple was built (5 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: HOT (Heat Orchestration Template) | Statement: [OpenStack Heat, primaryTemplateFormat, HOT (Heat Orchestration Template)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: HOT (Heat Orchestration Template)
Context triple: [OpenStack Heat, primaryTemplateFormat, HOT (Heat Orchestration Template)]
  • A. OpenStack Heat
    OpenStack Heat is the orchestration component of the OpenStack cloud platform that enables users to define and manage infrastructure resources using templates.
  • B. Terraform
    Terraform is a 2000 studio album by the American post-hardcore band Shellac, noted for its minimalist sound and precise, abrasive style.
  • C. Hydra Cluster
    The Hydra Cluster is a massive galaxy cluster in the constellation Hydra, notable as one of the dominant structures within the nearby universe and a key component of the Hydra–Centaurus region.
  • D. OpenStack
    OpenStack is an open-source cloud computing platform that provides a suite of software tools for building and managing public and private clouds.
  • E. Kubernetes
    Kubernetes is an open-source container orchestration platform that automates the deployment, scaling, and management of containerized applications across clusters of machines.
  • 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: HOT (Heat Orchestration Template)
Triple: [OpenStack Heat, primaryTemplateFormat, HOT (Heat Orchestration Template)]
Generated description
HOT (Heat Orchestration Template) is a declarative, YAML-based language used in OpenStack to define and automate the deployment of cloud infrastructure and application stacks.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: HOT (Heat Orchestration Template)
Target entity description: HOT (Heat Orchestration Template) is a declarative, YAML-based language used in OpenStack to define and automate the deployment of cloud infrastructure and application stacks.
  • A. OpenStack Heat chosen
    OpenStack Heat is the orchestration component of the OpenStack cloud platform that enables users to define and manage infrastructure resources using templates.
  • B. Terraform
    Terraform is a 2000 studio album by the American post-hardcore band Shellac, noted for its minimalist sound and precise, abrasive style.
  • C. Hydra Cluster
    The Hydra Cluster is a massive galaxy cluster in the constellation Hydra, notable as one of the dominant structures within the nearby universe and a key component of the Hydra–Centaurus region.
  • D. OpenStack
    OpenStack is an open-source cloud computing platform that provides a suite of software tools for building and managing public and private clouds.
  • E. Kubernetes
    Kubernetes is an open-source container orchestration platform that automates the deployment, scaling, and management of containerized applications across clusters of machines.
  • F. None of above.
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: primaryTemplateFormat
Context triple: [OpenStack Heat, primaryTemplateFormat, HOT (Heat Orchestration Template)]
  • A. defaultTemplate
    Indicates that something serves as the standard or pre-defined pattern or structure used when no specific alternative is chosen.
  • B. قالب chosen
    Indicates a template or mold relationship, where one entity serves as a predefined pattern or structural format used to shape, generate, or standardize another entity.
  • C. primaryMode
    Indicates the main or most commonly used method, manner, or form in which an action, process, or interaction is carried out between entities.
  • D. primaryFile
    Indicates that one file in a set is designated as the main or most important file associated with a given entity or context.
  • E. primaryStyle
    Indicates the main or predominant style associated with an entity, distinguishing it from other secondary or supporting styles.
  • F. None of above.

Provenance (6 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_69cb3af0a2048190838d1aeda59fda0b 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.
PD Predicate disambiguation batch_69cae93526d081909303265bf60419fd completed March 30, 2026, 9:20 p.m.
Created at: March 30, 2026, 5:08 p.m.