Triple

T7933235
Position Surface form Disambiguated ID Type / Status
Subject Cloud Functions for Firebase E184230 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: [Cloud Functions for Firebase, integratesWith, Firebase Authentication]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Firebase Authentication
Context triple: [Cloud Functions for Firebase, 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. 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.
  • C. Google Sign-In
    Google Sign-In is an authentication system that lets users securely log into apps and websites using their Google account credentials.
  • D. Firestore
    Firestore is a scalable, fully managed NoSQL document database service from Google Cloud designed for real-time data synchronization and serverless application development.
  • E. Google Mobile Services suite
    Google Mobile Services suite is a collection of proprietary Google apps and APIs pre-installed on many Android devices to provide core functionalities like search, messaging, maps, and app distribution.
  • 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: [Cloud Functions for Firebase, 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. 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.
  • C. Google Sign-In
    Google Sign-In is an authentication system that lets users securely log into apps and websites using their Google account credentials.
  • D. Firestore
    Firestore is a scalable, fully managed NoSQL document database service from Google Cloud designed for real-time data synchronization and serverless application development.
  • E. Google Mobile Services suite
    Google Mobile Services suite is a collection of proprietary Google apps and APIs pre-installed on many Android devices to provide core functionalities like search, messaging, maps, and app distribution.
  • 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_69ca8290c21c8190906a5ca6fe2b03c4 completed March 30, 2026, 2:02 p.m.
NER Named-entity recognition batch_69cb3acfd2a88190b1a13cd6fdedc272 completed March 31, 2026, 3:09 a.m.
NED1 Entity disambiguation (via context triple) batch_69cb5c041e588190bfbf251ed88d5bcd completed March 31, 2026, 5:30 a.m.
NEDg Description generation batch_69cb5f22f89c8190a98208bf096a2427 completed March 31, 2026, 5:44 a.m.
NED2 Entity disambiguation (via description) batch_69cb76d2dff8819085ad9e10baad1537 completed March 31, 2026, 7:25 a.m.
Created at: March 30, 2026, 5:08 p.m.