Triple

T8609990
Position Surface form Disambiguated ID Type / Status
Subject Calculate Linux E203892 entity
Predicate hasVariant P455 FINISHED
Object Calculate Directory Server
Calculate Directory Server is a specialized edition of the Calculate Linux distribution focused on providing centralized directory and authentication services for networked environments.
 E745832 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: Calculate Directory Server | Statement: [Calculate Linux, hasVariant, Calculate Directory Server]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Calculate Directory Server
Context triple: [Calculate Linux, hasVariant, Calculate 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. DQS Server
    DQS Server is the server-side component of SQL Server Data Quality Services that hosts and executes data quality knowledge bases, matching, and cleansing operations.
  • D. 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.
  • E. eDirectory
    eDirectory is Novell's enterprise directory service that provides a centralized, scalable repository for managing users, resources, and security across networks and applications.
  • 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: Calculate Directory Server
Triple: [Calculate Linux, hasVariant, Calculate Directory Server]
Generated description
Calculate Directory Server is a specialized edition of the Calculate Linux distribution focused on providing centralized directory and authentication services for networked environments.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Calculate Directory Server
Target entity description: Calculate Directory Server is a specialized edition of the Calculate Linux distribution focused on providing centralized directory and authentication services for networked environments.
  • 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. DQS Server
    DQS Server is the server-side component of SQL Server Data Quality Services that hosts and executes data quality knowledge bases, matching, and cleansing operations.
  • D. 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.
  • E. eDirectory
    eDirectory is Novell's enterprise directory service that provides a centralized, scalable repository for managing users, resources, and security across networks and applications.
  • 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_69ca832c23e4819095a9f3eea4a21828 completed March 30, 2026, 2:05 p.m.
NER Named-entity recognition batch_69cc46ee96ac8190809817c403da2889 completed March 31, 2026, 10:13 p.m.
NED1 Entity disambiguation (via context triple) batch_69cea90dd93081908140ac0ce23be820 completed April 2, 2026, 5:36 p.m.
NEDg Description generation batch_69ceaa2c34308190a3bc7717012fea9d completed April 2, 2026, 5:41 p.m.
NED2 Entity disambiguation (via description) batch_69ceaae76d188190932826c9fd9f7f5f completed April 2, 2026, 5:44 p.m.
Created at: March 30, 2026, 6:25 p.m.