Triple

T9865285
Position Surface form Disambiguated ID Type / Status
Subject RFC 4517 E239816 entity
Predicate specifiesFor P66302 FINISHED
Object 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.
E827891 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 | Statement: [RFC 4517, specifiesFor, Lightweight Directory Access Protocol]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Lightweight Directory Access Protocol
Context triple: [RFC 4517, specifiesFor, Lightweight Directory Access Protocol]
  • A. 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.
  • B. X.500
    X.500 is an ITU-T and ISO/IEC standard series that defines a directory service model and protocols for distributed, hierarchical storage and retrieval of information about networked entities.
  • 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): 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.
  • E. 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.
  • 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
Triple: [RFC 4517, specifiesFor, Lightweight Directory Access Protocol]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Lightweight Directory Access Protocol
Target entity description: 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.
  • A. 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.
  • B. X.500
    X.500 is an ITU-T and ISO/IEC standard series that defines a directory service model and protocols for distributed, hierarchical storage and retrieval of information about networked entities.
  • 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): 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.
  • E. 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.
  • 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_69ca84e7506c819095cbde4ff16512bb completed March 30, 2026, 2:12 p.m.
NER Named-entity recognition batch_69cdb3ba7f288190a15ebec2cc3112c4 completed April 2, 2026, 12:09 a.m.
NED1 Entity disambiguation (via context triple) batch_69d1eadd95ac81909a265db37b648df0 completed April 5, 2026, 4:53 a.m.
NEDg Description generation batch_69d1ed07cb548190a753dcf1d05ad035 completed April 5, 2026, 5:03 a.m.
NED2 Entity disambiguation (via description) batch_69d1ed6dedfc8190b1c19dae4760d9eb completed April 5, 2026, 5:04 a.m.
Created at: March 30, 2026, 8:36 p.m.