Triple
T17561486
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Firestore |
E427703
|
entity |
| Predicate | integratesWith |
P1075
|
FINISHED |
| Object | Firebase Authentication |
—
|
NE NERFINISHED |
How this triple was built (3 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: Firebase Authentication | Statement: [Firestore, integratesWith, Firebase Authentication]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Firebase Authentication Context triple: [Firestore, integratesWith, Firebase Authentication]
-
A.
Firebase
Firebase is a Google-backed platform offering backend services, analytics, and tools for building and scaling web and mobile applications.
-
B.
Auth0
Auth0 is an identity and access management platform that provides authentication, authorization, and user management services for applications.
-
C.
AWS Cognito
AWS Cognito is a managed AWS service that provides user authentication, authorization, and user management for web and mobile applications, including features like sign-up, sign-in, and access control.
-
D.
Cloud Functions for Firebase
Cloud Functions for Firebase is a serverless compute platform that lets developers run backend code in response to Firebase and HTTP events without managing servers.
-
E.
Web Authentication API
The Web Authentication API is a web standard that enables secure, passwordless authentication on the web using public-key cryptography and authenticators such as security keys or built-in platform authenticators.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Firebase Authentication Target entity description: Firebase Authentication is a backend service from Google’s Firebase platform that provides secure, easy-to-use user authentication and identity management for web and mobile applications.
-
A.
Firebase
chosen
Firebase is a Google-backed platform offering backend services, analytics, and tools for building and scaling web and mobile applications.
-
B.
Auth0
Auth0 is an identity and access management platform that provides authentication, authorization, and user management services for applications.
-
C.
AWS Cognito
AWS Cognito is a managed AWS service that provides user authentication, authorization, and user management for web and mobile applications, including features like sign-up, sign-in, and access control.
-
D.
Cloud Functions for Firebase
Cloud Functions for Firebase is a serverless compute platform that lets developers run backend code in response to Firebase and HTTP events without managing servers.
-
E.
Web Authentication API
The Web Authentication API is a web standard that enables secure, passwordless authentication on the web using public-key cryptography and authenticators such as security keys or built-in platform authenticators.
- F. None of above.
Provenance (2 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_69d889e0385081908a04b66f4dd4bd0d |
completed | April 10, 2026, 5:25 a.m. |
| NER | Named-entity recognition | batch_69e456274c888190ac80402e391674dd |
completed | April 19, 2026, 4:12 a.m. |
Created at: April 10, 2026, 5:50 a.m.