Triple

T8577315
Position Surface form Disambiguated ID Type / Status
Subject IBM Tivoli Access Manager E203078 entity
Predicate integratesWith P1075 FINISHED
Object IBM Tivoli Directory Server
IBM Tivoli Directory Server is an enterprise-grade LDAP directory service from IBM used to centrally store and manage user identities, credentials, and access control information across large organizations.
 E743718 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: IBM Tivoli Directory Server | Statement: [IBM Tivoli Access Manager, integratesWith, IBM Tivoli Directory Server]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: IBM Tivoli Directory Server
Context triple: [IBM Tivoli Access Manager, integratesWith, IBM Tivoli Directory Server]
  • A. Netscape Directory Server
    Netscape Directory Server is an LDAP-based directory service software that provides centralized, scalable management of user and resource information for enterprise networks.
  • B. 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.
  • C. 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.
  • D. eDirectory
    eDirectory is Novell's enterprise directory service that provides a centralized, scalable repository for managing users, resources, and security across networks and applications.
  • E. IBM Tivoli Access Manager
    IBM Tivoli Access Manager is an enterprise security solution that provides centralized authentication, authorization, and access control for applications and resources across an organization’s IT environment.
  • 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: IBM Tivoli Directory Server
Triple: [IBM Tivoli Access Manager, integratesWith, IBM Tivoli Directory Server]
Generated description
IBM Tivoli Directory Server is an enterprise-grade LDAP directory service from IBM used to centrally store and manage user identities, credentials, and access control information across large organizations.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: IBM Tivoli Directory Server
Target entity description: IBM Tivoli Directory Server is an enterprise-grade LDAP directory service from IBM used to centrally store and manage user identities, credentials, and access control information across large organizations.
  • A. Netscape Directory Server
    Netscape Directory Server is an LDAP-based directory service software that provides centralized, scalable management of user and resource information for enterprise networks.
  • B. 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.
  • C. 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.
  • D. eDirectory
    eDirectory is Novell's enterprise directory service that provides a centralized, scalable repository for managing users, resources, and security across networks and applications.
  • E. IBM Tivoli Access Manager
    IBM Tivoli Access Manager is an enterprise security solution that provides centralized authentication, authorization, and access control for applications and resources across an organization’s IT environment.
  • 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_69ca8328ebe481909a8c038fa79959b4 completed March 30, 2026, 2:05 p.m.
NER Named-entity recognition batch_69cbea97787481909ebbaa45f59cbdaa completed March 31, 2026, 3:39 p.m.
NED1 Entity disambiguation (via context triple) batch_69ce899dd7d48190b44338b92ad68bd0 completed April 2, 2026, 3:22 p.m.
NEDg Description generation batch_69ce8c7ad5cc8190a50c8e15ce353d1d completed April 2, 2026, 3:34 p.m.
NED2 Entity disambiguation (via description) batch_69ce8d595d80819093a1b849bcb3c7c7 completed April 2, 2026, 3:38 p.m.
Created at: March 30, 2026, 6:22 p.m.