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.