Triple

T15171209
Position Surface form Disambiguated ID Type / Status
Subject Google Sign-In E362488 entity
Predicate integratesWith P1075 FINISHED
Object Firebase Authentication
Firebase Authentication is a backend service from Google 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: [Google Sign-In, integratesWith, Firebase Authentication]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Firebase Authentication
Context triple: [Google Sign-In, 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. 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.
  • C. 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.
  • D. 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.
  • E. Google Sign-In
    Google Sign-In is an authentication system that lets users securely log into apps and websites using their Google account credentials.
  • 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: [Google Sign-In, integratesWith, Firebase Authentication]
Generated description
Firebase Authentication is a backend service from Google 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 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. 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.
  • C. 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.
  • D. 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.
  • E. Google Sign-In
    Google Sign-In is an authentication system that lets users securely log into apps and websites using their Google account credentials.
  • 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_69d85a087b7c81908baa94a53dac8d68 completed April 10, 2026, 2:01 a.m.
NER Named-entity recognition batch_69e0064ec56481909f11fa6e5686f076 completed April 15, 2026, 9:42 p.m.
NED1 Entity disambiguation (via context triple) batch_69fec889c3408190bdfc75ce72dd5a62 completed May 9, 2026, 5:39 a.m.
NEDg Description generation batch_69fec93109c08190a3499e4520e31604 completed May 9, 2026, 5:42 a.m.
NED2 Entity disambiguation (via description) batch_69fecc6fa8f88190aa6956e6e2b1f8ab completed May 9, 2026, 5:55 a.m.
Created at: April 10, 2026, 3:08 a.m.