Triple

T21169723
Position Surface form Disambiguated ID Type / Status
Subject Oracle Hyperion Planning E521659 entity
Predicate replacedBy P101 FINISHED
Object Oracle Planning (Oracle EPM Cloud) — NE NERFINISHED

How this triple was built (2 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 Planning (Oracle EPM Cloud) | Statement: [Oracle Hyperion Planning, replacedBy, Oracle Planning (Oracle EPM Cloud)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Oracle Planning (Oracle EPM Cloud)
Context triple: [Oracle Hyperion Planning, replacedBy, Oracle Planning (Oracle EPM Cloud)]
  • A. Oracle Enterprise Performance Management Cloud chosen
    Oracle Enterprise Performance Management Cloud is a suite of cloud-based applications that helps organizations plan, budget, forecast, and report on business performance across finance and operations.
  • B. Oracle Hyperion Planning
    Oracle Hyperion Planning is an enterprise planning, budgeting, and forecasting application that supports financial and operational planning processes across organizations.
  • C. Oracle Analytics Cloud
    Oracle Analytics Cloud is a cloud-based analytics and business intelligence platform from Oracle that enables data preparation, visualization, reporting, and advanced analytics across enterprise data sources.
  • D. IBM Planning Analytics
    IBM Planning Analytics is an AI-powered business planning and forecasting platform that helps organizations build integrated financial and operational plans, perform complex what-if analysis, and support data-driven decision-making.
  • E. Oracle HCM Cloud
    Oracle HCM Cloud is a comprehensive cloud-based human capital management suite that supports core HR, talent management, payroll, and workforce analytics for enterprises.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.

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_69e0b50e30748190b186824a206d39b9 completed April 16, 2026, 10:08 a.m.
NER Named-entity recognition batch_69e72711be9481909f16107b71d3500a completed April 21, 2026, 7:28 a.m.
Created at: April 16, 2026, 3 p.m.