Triple

T17561486
Position Surface form Disambiguated ID Type / Status
Subject Firestore E427703 entity
Predicate integratesWith P1075 FINISHED
Object Firebase Authentication
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.
 E361445 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: 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.
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: Firebase Authentication
Triple: [Firestore, integratesWith, Firebase Authentication]
Generated 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.
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 (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_69d889e0385081908a04b66f4dd4bd0d completed April 10, 2026, 5:25 a.m.
NER Named-entity recognition batch_69e456274c888190ac80402e391674dd completed April 19, 2026, 4:12 a.m.
NED1 Entity disambiguation (via context triple) batch_6a01d29694a8819095351b929cfaf324 completed May 11, 2026, 12:59 p.m.
NEDg Description generation batch_6a01d4436b448190bff8710eac0ce569 completed May 11, 2026, 1:06 p.m.
NED2 Entity disambiguation (via description) batch_6a01d49cb9c081908b07b87ec3b2a133 completed May 11, 2026, 1:07 p.m.
Created at: April 10, 2026, 5:50 a.m.