Triple

T12322365
Position Surface form Disambiguated ID Type / Status
Subject AWS CloudFormation E293757 entity
Predicate accessMethod P5872 FINISHED
Object CloudFormation API
CloudFormation API is the programmatic interface that lets developers and tools create, manage, and automate AWS infrastructure stacks defined with AWS 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: CloudFormation API | Statement: [AWS CloudFormation, accessMethod, CloudFormation API]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: CloudFormation API
Context triple: [AWS CloudFormation, accessMethod, CloudFormation API]
  • A. CloudFormation CLI
    CloudFormation CLI is a command-line tool that helps developers create, test, and manage AWS CloudFormation resource providers and templates programmatically.
  • B. 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.
  • 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. 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.
  • E. Amazon Route 53
    Amazon Route 53 is a scalable, highly available Domain Name System (DNS) web service from Amazon Web Services that routes end-user requests to internet applications and supports domain registration and health checking.
  • 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 API
Triple: [AWS CloudFormation, accessMethod, CloudFormation API]
Generated description
CloudFormation API is the programmatic interface that lets developers and tools create, manage, and automate AWS infrastructure stacks defined with AWS CloudFormation templates.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: CloudFormation API
Target entity description: CloudFormation API is the programmatic interface that lets developers and tools create, manage, and automate AWS infrastructure stacks defined with AWS CloudFormation templates.
  • A. CloudFormation CLI
    CloudFormation CLI is a command-line tool that helps developers create, test, and manage AWS CloudFormation resource providers and templates programmatically.
  • B. 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.
  • 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. 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.
  • E. Amazon Route 53
    Amazon Route 53 is a scalable, highly available Domain Name System (DNS) web service from Amazon Web Services that routes end-user requests to internet applications and supports domain registration and health checking.
  • 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_69f6346a3f34819091882004ab558347 completed May 2, 2026, 5:29 p.m.
NEDg Description generation batch_69f6356b545c819089a5f5b901afc5f2 completed May 2, 2026, 5:33 p.m.
NED2 Entity disambiguation (via description) batch_69f636382ffc8190becfae41757a45d8 completed May 2, 2026, 5:36 p.m.
Created at: April 8, 2026, 9:53 p.m.