Triple

T20458782
Position Surface form Disambiguated ID Type / Status
Subject ADF Data Controls E501864 entity
Predicate documentedIn P309 FINISHED
Object Oracle Fusion Middleware Web User Interface Developer's Guide for Oracle Application Development Framework — 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 Fusion Middleware Web User Interface Developer's Guide for Oracle Application Development Framework | Statement: [ADF Data Controls, documentedIn, Oracle Fusion Middleware Web User Interface Developer's Guide for Oracle Application Development Framework]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Oracle Fusion Middleware Web User Interface Developer's Guide for Oracle Application Development Framework
Context triple: [ADF Data Controls, documentedIn, Oracle Fusion Middleware Web User Interface Developer's Guide for Oracle Application Development Framework]
  • A. Oracle ADF
    Oracle ADF (Application Development Framework) is Oracle’s Java-based enterprise application framework used to rapidly build, customize, and deploy rich, data-driven business applications, particularly within the Oracle ecosystem.
  • B. Oracle Applications Framework
    Oracle Applications Framework is Oracle’s proprietary development and user interface framework used to build and customize web-based enterprise applications within the Oracle E-Business Suite.
  • C. Oracle WebCenter Portal
    Oracle WebCenter Portal is an enterprise portal and user experience platform from Oracle that provides tools for building, integrating, and managing web-based business applications and content.
  • D. Oracle JDeveloper
    Oracle JDeveloper is an integrated development environment (IDE) from Oracle designed for building Java-based, web, and enterprise applications, particularly those using Oracle technologies.
  • E. BEA WebLogic Workshop
    BEA WebLogic Workshop is an integrated development environment designed by BEA Systems to simplify building Java-based enterprise and web services applications on the WebLogic platform.
  • 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 Fusion Middleware Web User Interface Developer's Guide for Oracle Application Development Framework
Target entity description: The "Oracle Fusion Middleware Web User Interface Developer's Guide for Oracle Application Development Framework" is an official Oracle manual that explains how to build and manage web user interfaces with Oracle ADF, including working with ADF data controls and related framework features.
  • A. Oracle ADF chosen
    Oracle ADF (Application Development Framework) is Oracle’s Java-based enterprise application framework used to rapidly build, customize, and deploy rich, data-driven business applications, particularly within the Oracle ecosystem.
  • B. Oracle Applications Framework
    Oracle Applications Framework is Oracle’s proprietary development and user interface framework used to build and customize web-based enterprise applications within the Oracle E-Business Suite.
  • C. Oracle WebCenter Portal
    Oracle WebCenter Portal is an enterprise portal and user experience platform from Oracle that provides tools for building, integrating, and managing web-based business applications and content.
  • D. Oracle JDeveloper
    Oracle JDeveloper is an integrated development environment (IDE) from Oracle designed for building Java-based, web, and enterprise applications, particularly those using Oracle technologies.
  • E. BEA WebLogic Workshop
    BEA WebLogic Workshop is an integrated development environment designed by BEA Systems to simplify building Java-based enterprise and web services applications on the WebLogic platform.
  • F. None of above.

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_69e0b4ad4940819098cf2ff6413574e5 completed April 16, 2026, 10:06 a.m.
NER Named-entity recognition batch_69e696a4652c8190acf79fa2e285e436 completed April 20, 2026, 9:12 p.m.
Created at: April 16, 2026, 11:33 a.m.