Triple
T18800891
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | AWS CDK |
E459748
|
entity |
| Predicate | supportsService |
P203
|
FINISHED |
| Object |
AWS CloudFormation Stack Resource Drift
AWS CloudFormation Stack Resource Drift is a feature that detects and reports differences between the expected configuration of stack resources and their actual live state in an AWS environment.
|
E1346342
|
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 Stack Resource Drift | Statement: [AWS CDK, supportsService, AWS CloudFormation Stack Resource Drift]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: AWS CloudFormation Stack Resource Drift Context triple: [AWS CDK, supportsService, AWS CloudFormation Stack Resource Drift]
-
A.
AWS CloudFormation Stack Resource Condition
AWS CloudFormation Stack Resource Condition is a feature that lets you control whether specific resources are created or configured in a CloudFormation stack based on evaluated conditions at deployment time.
-
B.
CloudFormation CLI
CloudFormation CLI is a command-line tool that helps developers create, test, and manage AWS CloudFormation resource providers and templates programmatically.
-
C.
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.
-
D.
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.
-
E.
AWS CloudFormation Registry
AWS CloudFormation Registry is a service that lets you discover, manage, and use both AWS and third-party resource types and modules as first-class components in CloudFormation templates.
- 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 Stack Resource Drift Triple: [AWS CDK, supportsService, AWS CloudFormation Stack Resource Drift]
Generated description
AWS CloudFormation Stack Resource Drift is a feature that detects and reports differences between the expected configuration of stack resources and their actual live state in an AWS environment.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: AWS CloudFormation Stack Resource Drift Target entity description: AWS CloudFormation Stack Resource Drift is a feature that detects and reports differences between the expected configuration of stack resources and their actual live state in an AWS environment.
-
A.
AWS CloudFormation Stack Resource Condition
AWS CloudFormation Stack Resource Condition is a feature that lets you control whether specific resources are created or configured in a CloudFormation stack based on evaluated conditions at deployment time.
-
B.
CloudFormation CLI
CloudFormation CLI is a command-line tool that helps developers create, test, and manage AWS CloudFormation resource providers and templates programmatically.
-
C.
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.
-
D.
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.
-
E.
AWS CloudFormation Registry
AWS CloudFormation Registry is a service that lets you discover, manage, and use both AWS and third-party resource types and modules as first-class components in CloudFormation templates.
- F. None of above. chosen
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_69d8d398c7d4819091cb2f7e48948aeb |
completed | April 10, 2026, 10:40 a.m. |
| NER | Named-entity recognition | batch_69e5a02332d88190b68feea7f2f86d06 |
completed | April 20, 2026, 3:40 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a05675ff6e88190abfa88e1085873f4 |
completed | May 14, 2026, 6:10 a.m. |
| NEDg | Description generation | batch_6a05709c4e388190a451b7b5d6195934 |
completed | May 14, 2026, 6:50 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a05716e0e888190a1e41d5cb2f860bd |
completed | May 14, 2026, 6:53 a.m. |
Created at: April 10, 2026, 11:53 a.m.