Triple
T7932662
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Cloud IAM |
E184219
|
entity |
| Predicate | integratesWith |
P1075
|
FINISHED |
| Object | gcloud CLI |
E459736
|
NE FINISHED |
How this triple was built (2 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: gcloud CLI | Statement: [Cloud IAM, integratesWith, gcloud CLI]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: gcloud CLI Context triple: [Cloud IAM, integratesWith, gcloud CLI]
-
A.
gcloud CLI
chosen
gcloud CLI is Google Cloud’s primary command-line tool for managing and automating cloud resources and services from a terminal.
-
B.
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.
-
C.
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.
-
D.
gsutil
gsutil is a command-line tool for managing and transferring data to and from Google Cloud Storage and other cloud resources.
-
E.
Google Cloud
Google Cloud is Alphabet Inc.'s cloud computing platform offering infrastructure, platform, and software services for building, deploying, and scaling applications and data solutions.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69ccbde69b608190a49d93c04c46787d |
completed | April 1, 2026, 6:40 a.m. |
Created at: March 30, 2026, 5:08 p.m.