Triple
T12322359
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | AWS CloudFormation |
E293757
|
entity |
| Predicate | hasComponent |
P35
|
FINISHED |
| Object |
CloudFormation Registry
CloudFormation Registry is an AWS CloudFormation feature that lets you discover, manage, and use both AWS and third‑party resource types and modules as first-class infrastructure-as-code components.
|
E293757
|
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: CloudFormation Registry | Statement: [AWS CloudFormation, hasComponent, CloudFormation Registry]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: CloudFormation Registry Context triple: [AWS CloudFormation, hasComponent, CloudFormation Registry]
-
A.
AWS CloudFormation
AWS CloudFormation is an infrastructure-as-code service that lets users model, provision, and manage AWS and third-party resources using declarative templates.
-
B.
AWS CDK
AWS CDK (AWS Cloud Development Kit) is an open-source software development framework that lets you define cloud infrastructure in familiar programming languages and synthesize it into AWS CloudFormation templates.
-
C.
AWS Service Catalog
AWS Service Catalog is an AWS service that enables organizations to create, manage, and distribute approved collections of cloud resources as standardized, self-service products for end users.
-
D.
Amazon ECR
Amazon ECR is a fully managed Docker container registry service from AWS that securely stores, manages, and deploys container images for use with services like Amazon ECS and EKS.
-
E.
AWS Config
AWS Config is a cloud service that continuously assesses, audits, and records the configurations of AWS resources to help with compliance, security, and operational troubleshooting.
- 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: CloudFormation Registry Triple: [AWS CloudFormation, hasComponent, CloudFormation Registry]
Generated description
CloudFormation Registry is an AWS CloudFormation feature that lets you discover, manage, and use both AWS and third‑party resource types and modules as first-class infrastructure-as-code components.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: CloudFormation Registry Target entity description: CloudFormation Registry is an AWS CloudFormation feature that lets you discover, manage, and use both AWS and third‑party resource types and modules as first-class infrastructure-as-code components.
-
A.
AWS CloudFormation
chosen
AWS CloudFormation is an infrastructure-as-code service that lets users model, provision, and manage AWS and third-party resources using declarative templates.
-
B.
AWS CDK
AWS CDK (AWS Cloud Development Kit) is an open-source software development framework that lets you define cloud infrastructure in familiar programming languages and synthesize it into AWS CloudFormation templates.
-
C.
AWS Service Catalog
AWS Service Catalog is an AWS service that enables organizations to create, manage, and distribute approved collections of cloud resources as standardized, self-service products for end users.
-
D.
Amazon ECR
Amazon ECR is a fully managed Docker container registry service from AWS that securely stores, manages, and deploys container images for use with services like Amazon ECS and EKS.
-
E.
AWS Config
AWS Config is a cloud service that continuously assesses, audits, and records the configurations of AWS resources to help with compliance, security, and operational troubleshooting.
- 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_69d6ab6ae0dc8190b1522a9c1c55c114 |
completed | April 8, 2026, 7:24 p.m. |
| NER | Named-entity recognition | batch_69d93f4d7dac81909ff10e64e229ef33 |
completed | April 10, 2026, 6:19 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f62a9f708081908c052333c3b7df4c |
completed | May 2, 2026, 4:47 p.m. |
| NEDg | Description generation | batch_69f62be420308190bcb00d8b37b09ea2 |
completed | May 2, 2026, 4:52 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f63050f5d48190881688d12c4c1819 |
completed | May 2, 2026, 5:11 p.m. |
Created at: April 8, 2026, 9:53 p.m.