Triple

T2518718
Position Surface form Disambiguated ID Type / Status
Subject Ghana Museums and Monuments Board E55472 entity
Predicate worksWith P398 FINISHED
Object Ministry of Tourism, Arts and Culture (Ghana)
The Ministry of Tourism, Arts and Culture (Ghana) is the government body responsible for formulating and implementing national policies to develop and promote tourism, creative arts, and cultural heritage in Ghana.
E274466 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: Ministry of Tourism, Arts and Culture (Ghana) | Statement: [Ghana Museums and Monuments Board, worksWith, Ministry of Tourism, Arts and Culture (Ghana)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ministry of Tourism, Arts and Culture (Ghana)
Context triple: [Ghana Museums and Monuments Board, worksWith, Ministry of Tourism, Arts and Culture (Ghana)]
  • A. Ghana Museums and Monuments Board
    The Ghana Museums and Monuments Board is the state agency responsible for preserving, managing, and promoting Ghana’s museums, historic sites, and cultural heritage monuments.
  • B. Department of Art and Culture
    The Department of Art and Culture is a curatorial division of the Royal Ontario Museum that oversees collections, research, and exhibitions related to global artistic and cultural heritage.
  • C. Ministry of Cultural Heritage and Activities and Tourism
    The Ministry of Cultural Heritage and Activities and Tourism was the Italian government department responsible for protecting and promoting the nation’s cultural heritage and overseeing its tourism sector.
  • D. National Theatre of Ghana
    The National Theatre of Ghana is a major cultural venue in Accra that hosts theatre, music, dance, and other performing arts, serving as a central hub for the country’s artistic and cultural expression.
  • E. Government of Ghana
    The Government of Ghana is the central governing authority of the Republic of Ghana, responsible for national administration, policymaking, and management of public resources and institutions.
  • 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: Ministry of Tourism, Arts and Culture (Ghana)
Triple: [Ghana Museums and Monuments Board, worksWith, Ministry of Tourism, Arts and Culture (Ghana)]
Generated description
The Ministry of Tourism, Arts and Culture (Ghana) is the government body responsible for formulating and implementing national policies to develop and promote tourism, creative arts, and cultural heritage in Ghana.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Ministry of Tourism, Arts and Culture (Ghana)
Target entity description: The Ministry of Tourism, Arts and Culture (Ghana) is the government body responsible for formulating and implementing national policies to develop and promote tourism, creative arts, and cultural heritage in Ghana.
  • A. Ghana Museums and Monuments Board
    The Ghana Museums and Monuments Board is the state agency responsible for preserving, managing, and promoting Ghana’s museums, historic sites, and cultural heritage monuments.
  • B. Department of Art and Culture
    The Department of Art and Culture is a curatorial division of the Royal Ontario Museum that oversees collections, research, and exhibitions related to global artistic and cultural heritage.
  • C. Ministry of Cultural Heritage and Activities and Tourism
    The Ministry of Cultural Heritage and Activities and Tourism was the Italian government department responsible for protecting and promoting the nation’s cultural heritage and overseeing its tourism sector.
  • D. Ministry of Finance of Ghana
    The Ministry of Finance of Ghana is the central government body responsible for managing the country’s public finances, including budgeting, economic policy, and financial regulation.
  • E. National Theatre of Ghana
    The National Theatre of Ghana is a major cultural venue in Accra that hosts theatre, music, dance, and other performing arts, serving as a central hub for the country’s artistic and cultural expression.
  • 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_69ab49e4749c8190813311efd1630f1b completed March 6, 2026, 9:40 p.m.
NER Named-entity recognition batch_69abd232ae188190b7b70806b466ee99 completed March 7, 2026, 7:22 a.m.
NED1 Entity disambiguation (via context triple) batch_69af2b9ef8048190bafff3f1853321cb completed March 9, 2026, 8:20 p.m.
NEDg Description generation batch_69af4e240bbc8190bc2392498e3a6be8 completed March 9, 2026, 10:48 p.m.
NED2 Entity disambiguation (via description) batch_69af4e816174819095ab81c3902756d6 completed March 9, 2026, 10:49 p.m.
Created at: March 6, 2026, 9:46 p.m.