Triple

T5017230
Position Surface form Disambiguated ID Type / Status
Subject Oracle Virtual Directory E112763 entity
Predicate canIntegrateWith P48644 FINISHED
Object Oracle Unified Directory
Oracle Unified Directory is an enterprise-grade, scalable LDAP directory service from Oracle designed for identity management, high-performance authentication, and centralized user data storage.
E486205 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 Unified Directory | Statement: [Oracle Virtual Directory, canIntegrateWith, Oracle Unified Directory]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Oracle Unified Directory
Context triple: [Oracle Virtual Directory, canIntegrateWith, Oracle Unified Directory]
  • A. Oracle Internet Directory
    Oracle Internet Directory is an LDAP-based directory service from Oracle that provides centralized user identity management and authentication for enterprise applications.
  • B. Oracle Identity Federation
    Oracle Identity Federation is an enterprise software solution from Oracle that enables secure single sign-on and identity federation across organizational and cloud boundaries.
  • C. Oracle Access Manager
    Oracle Access Manager is an enterprise identity and access management solution from Oracle that provides centralized authentication, single sign-on, and authorization services for web and cloud applications.
  • D. 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.
  • E. Apache Directory Server
    Apache Directory Server is an open-source, Java-based directory server that provides a robust, extensible implementation of the LDAP protocol for identity and access management.
  • 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 Unified Directory
Triple: [Oracle Virtual Directory, canIntegrateWith, Oracle Unified Directory]
Generated description
Oracle Unified Directory is an enterprise-grade, scalable LDAP directory service from Oracle designed for identity management, high-performance authentication, and centralized user data storage.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Oracle Unified Directory
Target entity description: Oracle Unified Directory is an enterprise-grade, scalable LDAP directory service from Oracle designed for identity management, high-performance authentication, and centralized user data storage.
  • A. Oracle Internet Directory
    Oracle Internet Directory is an LDAP-based directory service from Oracle that provides centralized user identity management and authentication for enterprise applications.
  • B. Oracle Identity Federation
    Oracle Identity Federation is an enterprise software solution from Oracle that enables secure single sign-on and identity federation across organizational and cloud boundaries.
  • C. Oracle Access Manager
    Oracle Access Manager is an enterprise identity and access management solution from Oracle that provides centralized authentication, single sign-on, and authorization services for web and cloud applications.
  • D. 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.
  • E. Apache Directory Server
    Apache Directory Server is an open-source, Java-based directory server that provides a robust, extensible implementation of the LDAP protocol for identity and access management.
  • 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_69bd4434acb8819086679dbeccc2fe54 completed March 20, 2026, 12:57 p.m.
NER Named-entity recognition batch_69bd77c9fc7c8190b165a5cfd5889ba8 completed March 20, 2026, 4:37 p.m.
NED1 Entity disambiguation (via context triple) batch_69be9278421c8190b142466c099c7d1c completed March 21, 2026, 12:43 p.m.
NEDg Description generation batch_69be938580588190bec22c1e8f7f4028 completed March 21, 2026, 12:48 p.m.
NED2 Entity disambiguation (via description) batch_69be942f29488190adfc096c8c5781ac completed March 21, 2026, 12:50 p.m.
Created at: March 20, 2026, 1:35 p.m.