Triple

T17499434
Position Surface form Disambiguated ID Type / Status
Subject AWS Management and Governance services E426153 entity
Predicate includesService P1393 FINISHED
Object AWS Budgets — NE NERFINISHED

How this triple was built (3 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: AWS Budgets | Statement: [AWS Management and Governance services, includesService, AWS Budgets]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: AWS Budgets
Context triple: [AWS Management and Governance services, includesService, AWS Budgets]
  • A. Azure Cost Management + Billing
    Azure Cost Management + Billing is a set of Azure tools and services that help organizations monitor, analyze, and optimize their cloud spending and manage billing across subscriptions and accounts.
  • B. BudgetService
    BudgetService is a component of the Google AdWords API that manages and configures advertising campaign budgets programmatically.
  • C. Cloud Billing
    Cloud Billing is Google Cloud’s service for tracking, managing, and optimizing costs and payments across your cloud resources and projects.
  • D. Azure Savings Plan for Compute
    Azure Savings Plan for Compute is a flexible pricing offering from Microsoft Azure that lets customers reduce costs on compute services by committing to a consistent hourly spend over a one- or three-year term.
  • E. Amazon CloudWatch
    Amazon CloudWatch is a monitoring and observability service that collects and analyzes logs, metrics, and events from AWS resources and applications to help track performance and operational health.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: AWS Budgets
Target entity description: AWS Budgets is an Amazon Web Services tool that lets users set custom cost and usage budgets, receive alerts, and track spending against financial targets in the cloud.
  • A. Azure Cost Management + Billing
    Azure Cost Management + Billing is a set of Azure tools and services that help organizations monitor, analyze, and optimize their cloud spending and manage billing across subscriptions and accounts.
  • B. BudgetService
    BudgetService is a component of the Google AdWords API that manages and configures advertising campaign budgets programmatically.
  • C. Cloud Billing
    Cloud Billing is Google Cloud’s service for tracking, managing, and optimizing costs and payments across your cloud resources and projects.
  • D. Azure Savings Plan for Compute
    Azure Savings Plan for Compute is a flexible pricing offering from Microsoft Azure that lets customers reduce costs on compute services by committing to a consistent hourly spend over a one- or three-year term.
  • E. Amazon CloudWatch
    Amazon CloudWatch is a monitoring and observability service that collects and analyzes logs, metrics, and events from AWS resources and applications to help track performance and operational health.
  • F. None of above. chosen

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_69d889dd9164819087b1dc3c9240c870 completed April 10, 2026, 5:25 a.m.
NER Named-entity recognition batch_69e452112ff0819089c2951baba90102 completed April 19, 2026, 3:54 a.m.
Created at: April 10, 2026, 5:48 a.m.