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.