Triple

T10360591
Position Surface form Disambiguated ID Type / Status
Subject RFC 4519 E244122 entity
Predicate title P38 FINISHED
Object Lightweight Directory Access Protocol (LDAP): Schema for User Applications
"Lightweight Directory Access Protocol (LDAP): Schema for User Applications" is an IETF standard (RFC 4519) that defines commonly used LDAP attribute types and object classes for representing user-related information in directory services.
E858662 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: Lightweight Directory Access Protocol (LDAP): Schema for User Applications | Statement: [RFC 4519, title, Lightweight Directory Access Protocol (LDAP): Schema for User Applications]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Lightweight Directory Access Protocol (LDAP): Schema for User Applications
Context triple: [RFC 4519, title, Lightweight Directory Access Protocol (LDAP): Schema for User Applications]
  • A. Lightweight Directory Access Protocol (LDAP): Technical Specification Road Map
    "Lightweight Directory Access Protocol (LDAP): Technical Specification Road Map" is an IETF document (RFC 4510) that outlines and organizes the core technical specifications and related standards that define LDAP.
  • B. Lightweight Directory Access Protocol (LDAP): Syntaxes and Matching Rules
    "Lightweight Directory Access Protocol (LDAP): Syntaxes and Matching Rules" is an IETF specification that defines the data formats, syntaxes, and comparison rules used for storing and matching attribute values in LDAP directories.
  • C. Lightweight Directory Access Protocol (LDAP): Authentication Methods and Security Mechanisms
    "Lightweight Directory Access Protocol (LDAP): Authentication Methods and Security Mechanisms" is an IETF standard (RFC 4513) that specifies how LDAP clients and servers securely authenticate and protect directory access using various security mechanisms.
  • D. Lightweight Directory Access Protocol (LDAP): String Representation of Distinguished Names
    "Lightweight Directory Access Protocol (LDAP): String Representation of Distinguished Names" is an IETF specification that defines the standard text format for representing LDAP distinguished names in a consistent and interoperable way.
  • E. Lightweight Directory Access Protocol
    Lightweight Directory Access Protocol (LDAP) is an open, standards-based application protocol used to access and manage distributed directory information services over an IP network.
  • 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: Lightweight Directory Access Protocol (LDAP): Schema for User Applications
Triple: [RFC 4519, title, Lightweight Directory Access Protocol (LDAP): Schema for User Applications]
Generated description
"Lightweight Directory Access Protocol (LDAP): Schema for User Applications" is an IETF standard (RFC 4519) that defines commonly used LDAP attribute types and object classes for representing user-related information in directory services.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Lightweight Directory Access Protocol (LDAP): Schema for User Applications
Target entity description: "Lightweight Directory Access Protocol (LDAP): Schema for User Applications" is an IETF standard (RFC 4519) that defines commonly used LDAP attribute types and object classes for representing user-related information in directory services.
  • A. Lightweight Directory Access Protocol (LDAP): Technical Specification Road Map
    "Lightweight Directory Access Protocol (LDAP): Technical Specification Road Map" is an IETF document (RFC 4510) that outlines and organizes the core technical specifications and related standards that define LDAP.
  • B. Lightweight Directory Access Protocol (LDAP): Syntaxes and Matching Rules
    "Lightweight Directory Access Protocol (LDAP): Syntaxes and Matching Rules" is an IETF specification that defines the data formats, syntaxes, and comparison rules used for storing and matching attribute values in LDAP directories.
  • C. Lightweight Directory Access Protocol (LDAP): Authentication Methods and Security Mechanisms
    "Lightweight Directory Access Protocol (LDAP): Authentication Methods and Security Mechanisms" is an IETF standard (RFC 4513) that specifies how LDAP clients and servers securely authenticate and protect directory access using various security mechanisms.
  • D. Lightweight Directory Access Protocol (LDAP): String Representation of Distinguished Names
    "Lightweight Directory Access Protocol (LDAP): String Representation of Distinguished Names" is an IETF specification that defines the standard text format for representing LDAP distinguished names in a consistent and interoperable way.
  • E. Lightweight Directory Access Protocol
    Lightweight Directory Access Protocol (LDAP) is an open, standards-based application protocol used to access and manage distributed directory information services over an IP network.
  • 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_69d381b22b8c8190aaed476be5f872a9 completed April 6, 2026, 9:49 a.m.
NER Named-entity recognition batch_69d4e9609c4481908b7d72ecf1adaa73 completed April 7, 2026, 11:24 a.m.
NED1 Entity disambiguation (via context triple) batch_69d750b6ef248190bdbe16bbb8efcf88 completed April 9, 2026, 7:09 a.m.
NEDg Description generation batch_69d7618ecb748190a492406eabe590d7 completed April 9, 2026, 8:21 a.m.
NED2 Entity disambiguation (via description) batch_69d77057affc8190b420e66560c3dfbd completed April 9, 2026, 9:24 a.m.
Created at: April 6, 2026, 11:59 a.m.