Triple

T3802446
Position Surface form Disambiguated ID Type / Status
Subject UDC Consortium E91719 entity
Predicate governs P760 FINISHED
Object UDC Master Reference File
The UDC Master Reference File is the authoritative database containing the complete, up-to-date schedules and structure of the Universal Decimal Classification system used for organizing library and information resources worldwide.
 E387569 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: UDC Master Reference File | Statement: [UDC Consortium, governs, UDC Master Reference File]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: UDC Master Reference File
Context triple: [UDC Consortium, governs, UDC Master Reference File]
  • A. UDC Consortium
    The UDC Consortium is the international organization responsible for maintaining, updating, and promoting the Universal Decimal Classification system used in libraries and information services worldwide.
  • B. Universal Decimal Classification
    Universal Decimal Classification is an international library classification system that organizes knowledge into a detailed, hierarchical numeric scheme used widely in libraries and information centers around the world.
  • C. Municode online library
    Municode online library is a digital platform that provides public access to codified municipal laws, ordinances, and regulations for cities and local governments, including Chicago.
  • D. MARC
    MARC is a regional planning and coordination agency serving the Kansas City metropolitan area, focusing on transportation, emergency services, environmental planning, and community development.
  • E. MARC
    MARC is a commuter rail service in Maryland that connects Washington, D.C. with Baltimore and other regional destinations.
  • 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: UDC Master Reference File
Triple: [UDC Consortium, governs, UDC Master Reference File]
Generated description
The UDC Master Reference File is the authoritative database containing the complete, up-to-date schedules and structure of the Universal Decimal Classification system used for organizing library and information resources worldwide.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: UDC Master Reference File
Target entity description: The UDC Master Reference File is the authoritative database containing the complete, up-to-date schedules and structure of the Universal Decimal Classification system used for organizing library and information resources worldwide.
  • A. UDC Consortium
    The UDC Consortium is the international organization responsible for maintaining, updating, and promoting the Universal Decimal Classification system used in libraries and information services worldwide.
  • B. Universal Decimal Classification
    Universal Decimal Classification is an international library classification system that organizes knowledge into a detailed, hierarchical numeric scheme used widely in libraries and information centers around the world.
  • C. Municode online library
    Municode online library is a digital platform that provides public access to codified municipal laws, ordinances, and regulations for cities and local governments, including Chicago.
  • D. MARC
    MARC is a regional planning and coordination agency serving the Kansas City metropolitan area, focusing on transportation, emergency services, environmental planning, and community development.
  • E. MARC
    MARC is a commuter rail service in Maryland that connects Washington, D.C. with Baltimore and other regional destinations.
  • 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_69aed96354f48190a768966d6bd19b04 completed March 9, 2026, 2:29 p.m.
NER Named-entity recognition batch_69aee7b998c08190b252178cd7436951 completed March 9, 2026, 3:31 p.m.
NED1 Entity disambiguation (via context triple) batch_69b4f06889c88190ab4d8da7f0dfeadd completed March 14, 2026, 5:21 a.m.
NEDg Description generation batch_69b4f0e77efc8190b4459d4559261a2f completed March 14, 2026, 5:23 a.m.
NED2 Entity disambiguation (via description) batch_69b4f15cfde88190bcb2680b90f98111 completed March 14, 2026, 5:25 a.m.
Created at: March 9, 2026, 3:15 p.m.