Triple
T12322356
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | AWS CloudFormation |
E293757
|
entity |
| Predicate | hasComponent |
P35
|
FINISHED |
| Object |
CloudFormation console
The CloudFormation console is the web-based interface in AWS that lets users create, manage, and monitor infrastructure stacks defined with AWS CloudFormation templates.
|
E426160
|
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 console | Statement: [AWS CloudFormation, hasComponent, CloudFormation console]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: CloudFormation console Context triple: [AWS CloudFormation, hasComponent, CloudFormation console]
-
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 Management Console
AWS Management Console is a web-based graphical interface that allows users to manage and monitor their Amazon Web Services resources and configurations.
-
C.
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.
-
D.
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.
-
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 console Triple: [AWS CloudFormation, hasComponent, CloudFormation console]
Generated description
The CloudFormation console is the web-based interface in AWS that lets users create, manage, and monitor infrastructure stacks defined with AWS CloudFormation templates.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: CloudFormation console Target entity description: The CloudFormation console is the web-based interface in AWS that lets users create, manage, and monitor infrastructure stacks defined with AWS CloudFormation templates.
-
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 Management Console
chosen
AWS Management Console is a web-based graphical interface that allows users to manage and monitor their Amazon Web Services resources and configurations.
-
C.
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.
-
D.
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.
-
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_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.