Triple
T7933231
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Cloud Functions for Firebase |
E184230
|
entity |
| Predicate | deploymentMethod |
P1486
|
FINISHED |
| Object |
Firebase CLI
Firebase CLI is a command-line tool that lets developers configure, manage, and deploy Firebase projects and services such as hosting, functions, and databases.
|
E697182
|
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 CLI | Statement: [Cloud Functions for Firebase, deploymentMethod, Firebase CLI]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Firebase CLI Context triple: [Cloud Functions for Firebase, deploymentMethod, Firebase CLI]
-
A.
gcloud CLI
gcloud CLI is Google Cloud’s primary command-line tool for managing and automating cloud resources and services from a terminal.
-
B.
Firebase
Firebase is a Google-backed platform offering backend services, analytics, and tools for building and scaling web and mobile applications.
-
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.
Google Cloud Console
Google Cloud Console is a web-based management interface that lets users configure, monitor, and administer Google Cloud Platform resources and services.
-
E.
Flutter CLI
Flutter CLI is the command-line interface tool used to create, build, run, and manage Flutter applications across different platforms.
- 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 CLI Triple: [Cloud Functions for Firebase, deploymentMethod, Firebase CLI]
Generated description
Firebase CLI is a command-line tool that lets developers configure, manage, and deploy Firebase projects and services such as hosting, functions, and databases.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Firebase CLI Target entity description: Firebase CLI is a command-line tool that lets developers configure, manage, and deploy Firebase projects and services such as hosting, functions, and databases.
-
A.
gcloud CLI
gcloud CLI is Google Cloud’s primary command-line tool for managing and automating cloud resources and services from a terminal.
-
B.
Firebase
Firebase is a Google-backed platform offering backend services, analytics, and tools for building and scaling web and mobile applications.
-
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.
Google Cloud Console
Google Cloud Console is a web-based management interface that lets users configure, monitor, and administer Google Cloud Platform resources and services.
-
E.
Flutter CLI
Flutter CLI is the command-line interface tool used to create, build, run, and manage Flutter applications across different platforms.
- F. None of above. chosen
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.