Triple

T18800142
Position Surface form Disambiguated ID Type / Status
Subject gcloud CLI E459736 entity
Predicate supportsService P203 FINISHED
Object Service Usage API
The Service Usage API is a Google Cloud service that lets you programmatically manage the enablement, disablement, and discovery of other Google Cloud APIs and services within your projects.
E1342463 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: Service Usage API | Statement: [gcloud CLI, supportsService, Service Usage API]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Service Usage API
Context triple: [gcloud CLI, supportsService, Service Usage API]
  • A. Outapi
    Outapi is a small town in northern Namibia that serves as the administrative and commercial center of the Omusati Region.
  • B. Commercial Activities Service
    The Commercial Activities Service is a unit that manages and coordinates business-related support functions and services within the United Nations system.
  • C. OpenAPITools community
    The OpenAPITools community is an open-source collective of developers and contributors who collaborate to build and maintain tools around the OpenAPI specification, most notably OpenAPI Generator.
  • D. Google APIs Explorer
    Google APIs Explorer is an interactive web-based tool that lets developers discover, test, and experiment with Google APIs directly from their browser.
  • E. Query Service
    Query Service is a component of Wikibase that provides a powerful SPARQL-based interface for querying and analyzing structured data stored in Wikibase instances.
  • 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: Service Usage API
Triple: [gcloud CLI, supportsService, Service Usage API]
Generated description
The Service Usage API is a Google Cloud service that lets you programmatically manage the enablement, disablement, and discovery of other Google Cloud APIs and services within your projects.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Service Usage API
Target entity description: The Service Usage API is a Google Cloud service that lets you programmatically manage the enablement, disablement, and discovery of other Google Cloud APIs and services within your projects.
  • A. Outapi
    Outapi is a small town in northern Namibia that serves as the administrative and commercial center of the Omusati Region.
  • B. Commercial Activities Service
    The Commercial Activities Service is a unit that manages and coordinates business-related support functions and services within the United Nations system.
  • C. OpenAPITools community
    The OpenAPITools community is an open-source collective of developers and contributors who collaborate to build and maintain tools around the OpenAPI specification, most notably OpenAPI Generator.
  • D. Google APIs Explorer
    Google APIs Explorer is an interactive web-based tool that lets developers discover, test, and experiment with Google APIs directly from their browser.
  • E. Query Service
    Query Service is a component of Wikibase that provides a powerful SPARQL-based interface for querying and analyzing structured data stored in Wikibase instances.
  • 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_69d8d398c7d4819091cb2f7e48948aeb completed April 10, 2026, 10:40 a.m.
NER Named-entity recognition batch_69e5a02273b481909bc250144a0ace32 completed April 20, 2026, 3:40 a.m.
NED1 Entity disambiguation (via context triple) batch_6a054723def4819097961a04087a54a3 completed May 14, 2026, 3:53 a.m.
NEDg Description generation batch_6a0549358ba081909eb649898d1b3a8a completed May 14, 2026, 4:01 a.m.
NED2 Entity disambiguation (via description) batch_6a0549c825f481909d2da63688b36186 completed May 14, 2026, 4:04 a.m.
Created at: April 10, 2026, 11:53 a.m.