Triple

T338831
Position Surface form Disambiguated ID Type / Status
Subject STARTTLS E6787 entity
Predicate usedInProtocol P3331 FINISHED
Object 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.
E42572 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: LDAP | Statement: [STARTTLS, usedInProtocol, LDAP]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: LDAP
Context triple: [STARTTLS, usedInProtocol, LDAP]
  • A. Active Directory
    Active Directory is Microsoft's centralized directory and identity management service used to authenticate and authorize users, computers, and resources in Windows-based networks.
  • B. DS Logon
    DS Logon is a secure, Department of Defense-managed online credential that allows eligible service members, veterans, and their families to access various military and VA benefit websites and services.
  • C. Directory
    The Directory was the five-member executive government that ruled France during the later stages of the French Revolution, between the fall of Robespierre and the rise of Napoleon Bonaparte.
  • D. GPO
    GPO is the common abbreviation for the United States Government Publishing Office, the federal agency responsible for producing and distributing information products and services for all branches of the U.S. government.
  • E. Name Authority File
    The Name Authority File is a standardized database of authorized names and headings used by libraries and other institutions to ensure consistent cataloging and retrieval of bibliographic records.
  • 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: LDAP
Triple: [STARTTLS, usedInProtocol, LDAP]
Generated description
LDAP (Lightweight Directory Access Protocol) is an open, standards-based 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: LDAP
Target entity description: LDAP (Lightweight Directory Access Protocol) is an open, standards-based protocol used to access and manage distributed directory information services over an IP network.
  • A. Active Directory
    Active Directory is Microsoft's centralized directory and identity management service used to authenticate and authorize users, computers, and resources in Windows-based networks.
  • B. DS Logon
    DS Logon is a secure, Department of Defense-managed online credential that allows eligible service members, veterans, and their families to access various military and VA benefit websites and services.
  • C. Directory
    The Directory was the five-member executive government that ruled France during the later stages of the French Revolution, between the fall of Robespierre and the rise of Napoleon Bonaparte.
  • D. GPO
    GPO is the common abbreviation for the United States Government Publishing Office, the federal agency responsible for producing and distributing information products and services for all branches of the U.S. government.
  • E. Name Authority File
    The Name Authority File is a standardized database of authorized names and headings used by libraries and other institutions to ensure consistent cataloging and retrieval of bibliographic records.
  • 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_69a2e79434908190a9d5afe415153ad9 completed Feb. 28, 2026, 1:03 p.m.
NER Named-entity recognition batch_69a2eae3a27c81909fc7deb600125fb1 completed Feb. 28, 2026, 1:17 p.m.
NED1 Entity disambiguation (via context triple) batch_69a3d24a5c388190967793ebd1ba6bcb completed March 1, 2026, 5:44 a.m.
NEDg Description generation batch_69a3d2b9892081908059bba25f2b96d4 completed March 1, 2026, 5:46 a.m.
NED2 Entity disambiguation (via description) batch_69a3d378fb7c81909844e723fb99f946 completed March 1, 2026, 5:49 a.m.
Created at: Feb. 28, 2026, 1:08 p.m.