Triple

T21169607
Position Surface form Disambiguated ID Type / Status
Subject Apple Push Notification service E521657 entity
Predicate integratedWith P2830 FINISHED
Object Firebase Cloud Messaging via APNs — 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 Cloud Messaging via APNs | Statement: [Apple Push Notification service, integratedWith, Firebase Cloud Messaging via APNs]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Firebase Cloud Messaging via APNs
Context triple: [Apple Push Notification service, integratedWith, Firebase Cloud Messaging via APNs]
  • A. Apple Push Notification service
    Apple Push Notification service is Apple’s cloud-based system for delivering real-time notifications and messages to iOS, macOS, watchOS, and tvOS devices.
  • B. FCM
    FCM is the commonly used abbreviation for FC Midtjylland, a professional Danish football club based in Herning and Ikast.
  • C. FCM
    FCM is the ICAO airline designator used to identify Nordic Regional Airlines in international aviation operations.
  • D. FCM
    FCM is the abbreviation for the Federal Commission on Migration, a Swiss advisory body that provides expertise and recommendations on migration and integration policy.
  • E. Google Cloud Messaging (legacy)
    Google Cloud Messaging (legacy) was Google’s former cross-platform service for sending push notifications and data messages to Android and other client apps before being superseded by Firebase Cloud Messaging.
  • 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 Cloud Messaging via APNs
Target entity description: Firebase Cloud Messaging via APNs is Google’s service layer that lets you send push notifications from FCM to iOS and other Apple platforms by routing messages through Apple Push Notification service.
  • A. Apple Push Notification service
    Apple Push Notification service is Apple’s cloud-based system for delivering real-time notifications and messages to iOS, macOS, watchOS, and tvOS devices.
  • B. FCM
    FCM is the abbreviation for the Federal Commission on Migration, a Swiss advisory body that provides expertise and recommendations on migration and integration policy.
  • C. FCM
    FCM is the ICAO airline designator used to identify Nordic Regional Airlines in international aviation operations.
  • D. FCM
    FCM is the commonly used abbreviation for FC Midtjylland, a professional Danish football club based in Herning and Ikast.
  • E. Google Cloud Messaging (legacy)
    Google Cloud Messaging (legacy) was Google’s former cross-platform service for sending push notifications and data messages to Android and other client apps before being superseded by Firebase Cloud Messaging.
  • F. None of above. chosen

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_69e0b50e30748190b186824a206d39b9 completed April 16, 2026, 10:08 a.m.
NER Named-entity recognition batch_69e72711be9481909f16107b71d3500a completed April 21, 2026, 7:28 a.m.
Created at: April 16, 2026, 3 p.m.