Triple

T19434325
Position Surface form Disambiguated ID Type / Status
Subject Oracle Data Flow E486192 entity
Predicate instanceOf P0 FINISHED
Object serverless Spark service C39308 CONCEPT FINISHED

How this triple was built (1 step)

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.

CD Concept disambiguation gpt-5-mini-2025-08-07
Target class: serverless Spark service
Context triple: [Oracle Data Flow, instanceOf, serverless Spark service]
  • A. serverless analytics service chosen
    A serverless analytics service is a cloud-based platform that automatically provisions and scales compute resources to process and analyze data on demand, charging only for actual usage without requiring infrastructure management.
  • B. serverless computing framework
    A serverless computing framework is a platform that automatically manages infrastructure, scaling, and execution of code in response to events, allowing developers to deploy functions without provisioning or maintaining servers.
  • C. Snowflake compute resource
    A Snowflake compute resource is a virtual warehouse of scalable compute clusters that execute queries and data processing tasks independently of storage within the Snowflake data platform.
  • D. data lake service
    A data lake service is a scalable, centralized repository that stores vast amounts of raw, structured, and unstructured data and provides tools for ingestion, management, and analytics.
  • E. cloud service
    A cloud service is an on-demand, internet-delivered computing resource—such as storage, processing power, or applications—managed by a provider and accessed remotely by users.
  • F. None of above.

Provenance (1 batch)

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_69d8e8d7ad488190a3373045029b0f3b completed April 10, 2026, 12:11 p.m.
Created at: April 10, 2026, 1:37 p.m.