Triple

T956392
Position Surface form Disambiguated ID Type / Status
Subject Oracle Fusion Middleware E20634 entity
Predicate includesComponent P1393 FINISHED
Object Oracle Virtual Directory
Oracle Virtual Directory is a middleware product that provides a virtualized LDAP directory layer, enabling unified, real-time access to identity data from multiple heterogeneous sources without requiring data consolidation.
 E112763 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 Virtual Directory | Statement: [Oracle Fusion Middleware, includesComponent, Oracle Virtual Directory]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Oracle Virtual Directory
Context triple: [Oracle Fusion Middleware, includesComponent, Oracle Virtual Directory]
  • A. 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.
  • B. 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.
  • C. Oracle Real Application Clusters (RAC)
    Oracle Real Application Clusters (RAC) is an Oracle Database option that enables multiple servers to run a single database simultaneously for high availability, scalability, and fault tolerance.
  • D. Oracle Data Guard
    Oracle Data Guard is an Oracle Database feature that provides high availability, data protection, and disaster recovery through the management of standby databases.
  • E. 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.
  • 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 Virtual Directory
Triple: [Oracle Fusion Middleware, includesComponent, Oracle Virtual Directory]
Generated description
Oracle Virtual Directory is a middleware product that provides a virtualized LDAP directory layer, enabling unified, real-time access to identity data from multiple heterogeneous sources without requiring data consolidation.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Oracle Virtual Directory
Target entity description: Oracle Virtual Directory is a middleware product that provides a virtualized LDAP directory layer, enabling unified, real-time access to identity data from multiple heterogeneous sources without requiring data consolidation.
  • A. 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.
  • B. 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.
  • C. Oracle Real Application Clusters (RAC)
    Oracle Real Application Clusters (RAC) is an Oracle Database option that enables multiple servers to run a single database simultaneously for high availability, scalability, and fault tolerance.
  • D. Oracle Data Guard
    Oracle Data Guard is an Oracle Database feature that provides high availability, data protection, and disaster recovery through the management of standby databases.
  • E. 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.
  • F. None of above. chosen

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.