Triple

T4600226
Position Surface form Disambiguated ID Type / Status
Subject Google Cloud Dataproc E100303 entity
Predicate managementInterface P2962 FINISHED
Object gcloud CLI
gcloud CLI is Google Cloud’s primary command-line tool for managing and automating cloud resources and services from a terminal.
 E459736 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: gcloud CLI | Statement: [Google Cloud Dataproc, managementInterface, gcloud CLI]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: gcloud CLI
Context triple: [Google Cloud Dataproc, managementInterface, gcloud CLI]
  • A. 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.
  • B. 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.
  • C. Google Kubernetes Engine
    Google Kubernetes Engine is a managed Kubernetes service that lets users deploy, manage, and scale containerized applications on Google Cloud infrastructure.
  • D. Cloud Build
    Cloud Build is Google Cloud’s fully managed continuous integration and delivery (CI/CD) service for building, testing, and deploying applications at scale.
  • E. Google Compute Engine
    Google Compute Engine is Google Cloud’s infrastructure-as-a-service offering that provides scalable, customizable virtual machines for running workloads in the cloud.
  • 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: gcloud CLI
Triple: [Google Cloud Dataproc, managementInterface, gcloud CLI]
Generated description
gcloud CLI is Google Cloud’s primary command-line tool for managing and automating cloud resources and services from a terminal.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: gcloud CLI
Target entity description: gcloud CLI is Google Cloud’s primary command-line tool for managing and automating cloud resources and services from a terminal.
  • A. 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.
  • B. 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.
  • C. Google Kubernetes Engine
    Google Kubernetes Engine is a managed Kubernetes service that lets users deploy, manage, and scale containerized applications on Google Cloud infrastructure.
  • D. Cloud Build
    Cloud Build is Google Cloud’s fully managed continuous integration and delivery (CI/CD) service for building, testing, and deploying applications at scale.
  • E. Google Compute Engine
    Google Compute Engine is Google Cloud’s infrastructure-as-a-service offering that provides scalable, customizable virtual machines for running workloads in the cloud.
  • 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_69bd43cbc014819098b45f435908f88a completed March 20, 2026, 12:55 p.m.
NER Named-entity recognition batch_69bd5971f448819090f6e76c7d3ffc2d completed March 20, 2026, 2:28 p.m.
NED1 Entity disambiguation (via context triple) batch_69bdfa5a7aac8190b540b80816d55051 completed March 21, 2026, 1:54 a.m.
NEDg Description generation batch_69bdfb37b1448190a4001b9ed2b79012 completed March 21, 2026, 1:58 a.m.
NED2 Entity disambiguation (via description) batch_69bdfc0e456c81908efa3858d981ccc0 completed March 21, 2026, 2:01 a.m.
Created at: March 20, 2026, 1:11 p.m.