Triple
T15132158
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Firebase |
E361445
|
entity |
| Predicate | hasComponent |
P35
|
FINISHED |
| Object |
Firebase In-App Messaging
Firebase In-App Messaging is a Firebase feature that lets developers send targeted, context-aware messages within their apps to drive user engagement and guide in-app behavior.
|
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 In-App Messaging | Statement: [Firebase, hasComponent, Firebase In-App Messaging]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Firebase In-App Messaging Context triple: [Firebase, hasComponent, Firebase In-App Messaging]
-
A.
FCM
FCM is the commonly used abbreviation for FC Midtjylland, a professional Danish football club based in Herning and Ikast.
-
B.
FCM
FCM is the ICAO airline designator used to identify Nordic Regional Airlines in international aviation operations.
-
C.
Adobe Mobile Services
Adobe Mobile Services is a suite of tools within Adobe’s marketing platform that helps businesses measure, analyze, and optimize user engagement and campaigns across mobile apps.
-
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.
Firebase
Firebase is a Google-backed platform offering backend services, analytics, and tools for building and scaling web and mobile applications.
- 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 In-App Messaging Triple: [Firebase, hasComponent, Firebase In-App Messaging]
Generated description
Firebase In-App Messaging is a Firebase feature that lets developers send targeted, context-aware messages within their apps to drive user engagement and guide in-app behavior.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Firebase In-App Messaging Target entity description: Firebase In-App Messaging is a Firebase feature that lets developers send targeted, context-aware messages within their apps to drive user engagement and guide in-app behavior.
-
A.
FCM
FCM is the commonly used abbreviation for FC Midtjylland, a professional Danish football club based in Herning and Ikast.
-
B.
FCM
FCM is the ICAO airline designator used to identify Nordic Regional Airlines in international aviation operations.
-
C.
Adobe Mobile Services
Adobe Mobile Services is a suite of tools within Adobe’s marketing platform that helps businesses measure, analyze, and optimize user engagement and campaigns across mobile apps.
-
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.
Firebase
chosen
Firebase is a Google-backed platform offering backend services, analytics, and tools for building and scaling web and mobile applications.
- 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_69d85a06450081909c5a14ea9851a15e |
completed | April 10, 2026, 2:01 a.m. |
| NER | Named-entity recognition | batch_69e005b194748190801e3956bf2429d4 |
completed | April 15, 2026, 9:40 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69feb7fa449c8190aed8941168b063c3 |
completed | May 9, 2026, 4:28 a.m. |
| NEDg | Description generation | batch_69febbfb58608190830eca7f9a78fc9c |
completed | May 9, 2026, 4:45 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69febc842a7081908a85ba2833212650 |
completed | May 9, 2026, 4:48 a.m. |
Created at: April 10, 2026, 3:06 a.m.