Triple

T2114392
Position Surface form Disambiguated ID Type / Status
Subject LDAP E42572 entity
Predicate commonlyImplementedBy P3697 FINISHED
Object 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.
 E233827 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: Apache Directory Server | Statement: [LDAP, commonlyImplementedBy, Apache Directory Server]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Apache Directory Server
Context triple: [LDAP, commonlyImplementedBy, Apache 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. 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.
  • C. Active Directory Lightweight Directory Services
    Active Directory Lightweight Directory Services is a flexible, standalone LDAP directory service from Microsoft that provides directory capabilities without requiring full Active Directory domain infrastructure.
  • D. LDAP
    LDAP (Lightweight Directory Access Protocol) is an open, standards-based protocol used to access and manage distributed directory information services over an IP network.
  • E. Java Naming and Directory Interface
    Java Naming and Directory Interface (JNDI) is a Java API that provides a unified interface for accessing naming and directory services, enabling applications to look up and manage resources such as EJBs, JDBC data sources, and environment entries.
  • 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: Apache Directory Server
Triple: [LDAP, commonlyImplementedBy, Apache Directory Server]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Apache Directory Server
Target entity description: 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.
  • 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. 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.
  • C. Active Directory Lightweight Directory Services
    Active Directory Lightweight Directory Services is a flexible, standalone LDAP directory service from Microsoft that provides directory capabilities without requiring full Active Directory domain infrastructure.
  • D. LDAP
    LDAP (Lightweight Directory Access Protocol) is an open, standards-based protocol used to access and manage distributed directory information services over an IP network.
  • E. Java Naming and Directory Interface
    Java Naming and Directory Interface (JNDI) is a Java API that provides a unified interface for accessing naming and directory services, enabling applications to look up and manage resources such as EJBs, JDBC data sources, and environment entries.
  • 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_69a8871040f08190aac2e2d0ab6b47ad completed March 4, 2026, 7:25 p.m.
NER Named-entity recognition batch_69abbb05b51c81908a78c816f492c45c completed March 7, 2026, 5:43 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae3076afec819091183e328cff58c8 completed March 9, 2026, 2:29 a.m.
NEDg Description generation batch_69ae30e1c7488190acd6d29c5ad10c33 completed March 9, 2026, 2:30 a.m.
NED2 Entity disambiguation (via description) batch_69ae316398488190b9dd38145d5488b4 completed March 9, 2026, 2:33 a.m.
Created at: March 4, 2026, 7:43 p.m.