Triple

T956401
Position Surface form Disambiguated ID Type / Status
Subject Oracle Fusion Middleware E20634 entity
Predicate includesComponent P1393 FINISHED
Object Oracle Forms and Reports
Oracle Forms and Reports is a legacy Oracle development and deployment platform for building, running, and printing data-intensive enterprise applications based on Oracle databases.
E20634 NE FINISHED

How this triple was built (4 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 Forms and Reports | Statement: [Oracle Fusion Middleware, includesComponent, Oracle Forms and Reports]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Oracle Forms and Reports
Context triple: [Oracle Fusion Middleware, includesComponent, Oracle Forms and Reports]
  • A. Oracle E-Business Suite
    Oracle E-Business Suite is an integrated suite of enterprise resource planning (ERP), customer relationship management (CRM), and supply chain management (SCM) applications designed to support and automate core business processes.
  • B. Oracle Fusion Applications
    Oracle Fusion Applications is a suite of cloud-based enterprise business applications that integrates ERP, HCM, CRM, and other functions on a unified platform.
  • C. Oracle Fusion Middleware
    Oracle Fusion Middleware is a comprehensive suite of software products that provides a platform for developing, deploying, and managing enterprise applications, integration, and business services.
  • D. Oracle Database
    Oracle Database is a widely used enterprise relational database management system known for its scalability, reliability, and robust support for complex data workloads.
  • E. PL/SQL
    PL/SQL is Oracle's proprietary procedural extension to SQL, used for writing stored procedures, functions, and complex database logic within Oracle Database.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg Description generation gpt-5.1
Instruction
Generate a one-sentence description of the target entity. 
You are given a context triple in the form (subject, predicate, object), where the object is the target entity. 
# Instructions
Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. 
Avoid repeating the information from the triple, unless really essential.
# Response Format
Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Oracle Forms and Reports
Triple: [Oracle Fusion Middleware, includesComponent, Oracle Forms and Reports]
Generated description
Oracle Forms and Reports is a legacy Oracle development and deployment platform for building, running, and printing data-intensive enterprise applications based on Oracle databases.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Oracle Forms and Reports
Target entity description: Oracle Forms and Reports is a legacy Oracle development and deployment platform for building, running, and printing data-intensive enterprise applications based on Oracle databases.
  • A. Oracle E-Business Suite
    Oracle E-Business Suite is an integrated suite of enterprise resource planning (ERP), customer relationship management (CRM), and supply chain management (SCM) applications designed to support and automate core business processes.
  • B. Oracle Fusion Applications
    Oracle Fusion Applications is a suite of cloud-based enterprise business applications that integrates ERP, HCM, CRM, and other functions on a unified platform.
  • C. Oracle Fusion Middleware chosen
    Oracle Fusion Middleware is a comprehensive suite of software products that provides a platform for developing, deploying, and managing enterprise applications, integration, and business services.
  • D. Oracle Database
    Oracle Database is a widely used enterprise relational database management system known for its scalability, reliability, and robust support for complex data workloads.
  • E. PL/SQL
    PL/SQL is Oracle's proprietary procedural extension to SQL, used for writing stored procedures, functions, and complex database logic within Oracle Database.
  • F. None of above.

Provenance (5 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_69a493b21f2881908132dcf45dcd2f36 completed March 1, 2026, 7:29 p.m.
NER Named-entity recognition batch_69a4b3f981bc819098125554eeeb6375 completed March 1, 2026, 9:47 p.m.
NED1 Entity disambiguation (via context triple) batch_69a933b00a58819084164f3dd3ecb070 completed March 5, 2026, 7:41 a.m.
NEDg Description generation batch_69a963a788f08190b8849631db63bf00 completed March 5, 2026, 11:06 a.m.
NED2 Entity disambiguation (via description) batch_69ac0da2d24881909e6f67cc9951efd2 completed March 7, 2026, 11:36 a.m.
Created at: March 1, 2026, 7:40 p.m.