Triple
T12323593
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | AWS AppSync |
E293776
|
entity |
| Predicate | securityModel |
P3815
|
FINISHED |
| Object |
Cognito user pools
Cognito user pools are an AWS-managed user directory and authentication service that enables secure sign-up, sign-in, and access control for applications.
|
E975112
|
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: Cognito user pools | Statement: [AWS AppSync, securityModel, Cognito user pools]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Cognito user pools Context triple: [AWS AppSync, securityModel, Cognito user pools]
-
A.
IdentityStore API
IdentityStore API is a Jakarta Security specification that standardizes how applications access and manage user identity and credential stores for authentication.
-
B.
AWS Identity and Access Management
AWS Identity and Access Management is a security service that enables you to securely control and fine-tune user and programmatic access to AWS resources through policies, roles, and permissions.
-
C.
AWS Amplify
AWS Amplify is a set of tools and services that helps developers build, deploy, and manage scalable full-stack web and mobile applications on the AWS cloud.
-
D.
Okta
Okta is a cloud-based identity and access management platform that provides secure single sign-on, authentication, and user management for applications and services.
-
E.
Credential Management API
The Credential Management API is a web standard that enables browsers to manage, store, and automatically provide user credentials to simplify and secure sign-in on websites.
- 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: Cognito user pools Triple: [AWS AppSync, securityModel, Cognito user pools]
Generated description
Cognito user pools are an AWS-managed user directory and authentication service that enables secure sign-up, sign-in, and access control for applications.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Cognito user pools Target entity description: Cognito user pools are an AWS-managed user directory and authentication service that enables secure sign-up, sign-in, and access control for applications.
-
A.
IdentityStore API
IdentityStore API is a Jakarta Security specification that standardizes how applications access and manage user identity and credential stores for authentication.
-
B.
AWS Identity and Access Management
AWS Identity and Access Management is a security service that enables you to securely control and fine-tune user and programmatic access to AWS resources through policies, roles, and permissions.
-
C.
AWS Amplify
AWS Amplify is a set of tools and services that helps developers build, deploy, and manage scalable full-stack web and mobile applications on the AWS cloud.
-
D.
Okta
Okta is a cloud-based identity and access management platform that provides secure single sign-on, authentication, and user management for applications and services.
-
E.
Credential Management API
The Credential Management API is a web standard that enables browsers to manage, store, and automatically provide user credentials to simplify and secure sign-in on websites.
- 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_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.