Triple

T20006240
Position Surface form Disambiguated ID Type / Status
Subject Oracle Inventory E494466 entity
Predicate integratesWith P1075 FINISHED
Object Oracle Cost Management — 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: Oracle Cost Management | Statement: [Oracle Inventory, integratesWith, Oracle Cost Management]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Oracle Cost Management
Context triple: [Oracle Inventory, integratesWith, Oracle Cost Management]
  • 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. AWS Budgets
    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.
  • C. AWS Cost Explorer
    AWS Cost Explorer is a cloud cost management tool that helps users visualize, analyze, and optimize their AWS spending over time.
  • D. Oracle Cloud Infrastructure Monitoring
    Oracle Cloud Infrastructure Monitoring is a cloud-native service that collects, analyzes, and visualizes metrics and logs from Oracle Cloud resources and applications to support observability and operational insights.
  • E. Oracle Cloud Infrastructure Audit
    Oracle Cloud Infrastructure Audit is a cloud-native logging and monitoring service that records and tracks all API calls and activities within an OCI tenancy for security, compliance, and governance purposes.
  • 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: Oracle Cost Management
Target entity description: Oracle Cost Management is an Oracle E-Business Suite module that calculates, tracks, and analyzes product and inventory costs to support financial and operational decision-making.
  • 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. AWS Budgets
    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.
  • C. AWS Cost Explorer
    AWS Cost Explorer is a cloud cost management tool that helps users visualize, analyze, and optimize their AWS spending over time.
  • D. Oracle Cloud Infrastructure Monitoring
    Oracle Cloud Infrastructure Monitoring is a cloud-native service that collects, analyzes, and visualizes metrics and logs from Oracle Cloud resources and applications to support observability and operational insights.
  • E. Oracle Cloud Infrastructure Audit
    Oracle Cloud Infrastructure Audit is a cloud-native logging and monitoring service that records and tracks all API calls and activities within an OCI tenancy for security, compliance, and governance purposes.
  • 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_69da626b2d748190886981ea90c8b2ea completed April 11, 2026, 3:02 p.m.
NER Named-entity recognition batch_69e661a57ef881909115c8aa232b1012 completed April 20, 2026, 5:25 p.m.
Created at: April 11, 2026, 3:33 p.m.