Triple

T18800122
Position Surface form Disambiguated ID Type / Status
Subject gcloud CLI E459736 entity
Predicate hasSubcommand P22505 FINISHED
Object gcloud app NE NERFINISHED

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 app | Statement: [gcloud CLI, hasSubcommand, gcloud app]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: gcloud app
Context triple: [gcloud CLI, hasSubcommand, gcloud app]
  • A. App Engine
    App Engine is a fully managed serverless platform from Google Cloud for building, deploying, and scaling web applications and services.
  • 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. gcloud CLI chosen
    gcloud CLI is Google Cloud’s primary command-line tool for managing and automating cloud resources and services from a terminal.
  • 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. Cloud Run
    Cloud Run is a fully managed serverless compute platform from Google Cloud that runs containerized applications and APIs that scale automatically on demand.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.

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_69d8d398c7d4819091cb2f7e48948aeb completed April 10, 2026, 10:40 a.m.
NER Named-entity recognition batch_69e5a02273b481909bc250144a0ace32 completed April 20, 2026, 3:40 a.m.
Created at: April 10, 2026, 11:53 a.m.