Triple

T12322355
Position Surface form Disambiguated ID Type / Status
Subject AWS CloudFormation E293757 entity
Predicate supportsIntegration P203 FINISHED
Object AWS CloudFormation Registry
AWS CloudFormation Registry is a service feature that lets you discover, manage, and use both AWS and third‑party resource types and modules as first-class components in your CloudFormation templates.
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: AWS CloudFormation Registry | Statement: [AWS CloudFormation, supportsIntegration, AWS CloudFormation Registry]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: AWS CloudFormation Registry
Context triple: [AWS CloudFormation, supportsIntegration, AWS 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 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.
  • D. Amazon ECS
    Amazon ECS is a fully managed container orchestration service that lets users run, scale, and secure Docker containers on AWS infrastructure.
  • E. AWS Control Tower
    AWS Control Tower is a managed AWS service that helps organizations set up, govern, and secure multi-account cloud environments using best-practice blueprints and automated guardrails.
  • 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: AWS CloudFormation Registry
Triple: [AWS CloudFormation, supportsIntegration, AWS CloudFormation Registry]
Generated description
AWS CloudFormation Registry is a service feature that lets you discover, manage, and use both AWS and third‑party resource types and modules as first-class components in your CloudFormation templates.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: AWS CloudFormation Registry
Target entity description: AWS CloudFormation Registry is a service feature that lets you discover, manage, and use both AWS and third‑party resource types and modules as first-class components in your CloudFormation templates.
  • 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 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.
  • D. Amazon ECS
    Amazon ECS is a fully managed container orchestration service that lets users run, scale, and secure Docker containers on AWS infrastructure.
  • E. AWS Control Tower
    AWS Control Tower is a managed AWS service that helps organizations set up, govern, and secure multi-account cloud environments using best-practice blueprints and automated guardrails.
  • 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_69f61e8d27288190bdf32acd600141db completed May 2, 2026, 3:55 p.m.
NEDg Description generation batch_69f61f9493d081909a543bcafeb508d1 completed May 2, 2026, 4 p.m.
NED2 Entity disambiguation (via description) batch_69f620ad9ec0819099909142fbad6412 completed May 2, 2026, 4:05 p.m.
Created at: April 8, 2026, 9:53 p.m.