Triple

T15476124
Position Surface form Disambiguated ID Type / Status
Subject Ministry of the Interior of Taiwan E376784 entity
Predicate oversees P46 FINISHED
Object Department of Disaster Prevention and Protection
The Department of Disaster Prevention and Protection is a Taiwanese government agency responsible for planning, coordinating, and implementing national policies and measures related to disaster risk reduction, preparedness, and emergency response.
E1159354 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: Department of Disaster Prevention and Protection | Statement: [Ministry of the Interior of Taiwan, oversees, Department of Disaster Prevention and Protection]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Department of Disaster Prevention and Protection
Context triple: [Ministry of the Interior of Taiwan, oversees, Department of Disaster Prevention and Protection]
  • A. Civil Protection Department of the Presidency of the Council of Ministers
    The Civil Protection Department of the Presidency of the Council of Ministers is Italy’s national authority responsible for forecasting, preventing, and managing emergencies and disasters, coordinating all civil protection activities at the national level.
  • B. Disaster Response Management Bureau
    The Disaster Response Management Bureau is a specialized division responsible for coordinating and overseeing disaster preparedness, response, and recovery efforts under the Department of Social Welfare and Development.
  • C. National Directorate General for Disaster Management
    The National Directorate General for Disaster Management is Hungary’s central government agency responsible for coordinating disaster prevention, emergency response, and civil protection activities nationwide.
  • D. Ministry of Local Government and Disaster Risk Management
    The Ministry of Local Government and Disaster Risk Management is a Mauritian government ministry responsible for overseeing local governance structures and coordinating national policies and actions related to disaster preparedness, mitigation, and response.
  • E. Centre for Disaster Preparedness and Management
    The Centre for Disaster Preparedness and Management is an academic and research institute focused on disaster risk reduction, emergency management, and resilience-building, operating under the University of Peshawar in Pakistan.
  • 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: Department of Disaster Prevention and Protection
Triple: [Ministry of the Interior of Taiwan, oversees, Department of Disaster Prevention and Protection]
Generated description
The Department of Disaster Prevention and Protection is a Taiwanese government agency responsible for planning, coordinating, and implementing national policies and measures related to disaster risk reduction, preparedness, and emergency response.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Department of Disaster Prevention and Protection
Target entity description: The Department of Disaster Prevention and Protection is a Taiwanese government agency responsible for planning, coordinating, and implementing national policies and measures related to disaster risk reduction, preparedness, and emergency response.
  • A. Civil Protection Department of the Presidency of the Council of Ministers
    The Civil Protection Department of the Presidency of the Council of Ministers is Italy’s national authority responsible for forecasting, preventing, and managing emergencies and disasters, coordinating all civil protection activities at the national level.
  • B. Disaster Response Management Bureau
    The Disaster Response Management Bureau is a specialized division responsible for coordinating and overseeing disaster preparedness, response, and recovery efforts under the Department of Social Welfare and Development.
  • C. National Directorate General for Disaster Management
    The National Directorate General for Disaster Management is Hungary’s central government agency responsible for coordinating disaster prevention, emergency response, and civil protection activities nationwide.
  • D. Ministry of Local Government and Disaster Risk Management
    The Ministry of Local Government and Disaster Risk Management is a Mauritian government ministry responsible for overseeing local governance structures and coordinating national policies and actions related to disaster preparedness, mitigation, and response.
  • E. Centre for Disaster Preparedness and Management
    The Centre for Disaster Preparedness and Management is an academic and research institute focused on disaster risk reduction, emergency management, and resilience-building, operating under the University of Peshawar in Pakistan.
  • 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_69d85cd21dcc81908646251b1c26ea00 completed April 10, 2026, 2:13 a.m.
NER Named-entity recognition batch_69e03f88a5dc8190a2d7830748e29180 completed April 16, 2026, 1:46 a.m.
NED1 Entity disambiguation (via context triple) batch_69ff2d093ccc8190aefc355a837c83f4 completed May 9, 2026, 12:48 p.m.
NEDg Description generation batch_69ff3015ee2c8190ad2c28cd2850d903 completed May 9, 2026, 1:01 p.m.
NED2 Entity disambiguation (via description) batch_69ff30ed9a5481909cefad0ef877a2e9 completed May 9, 2026, 1:04 p.m.
Created at: April 10, 2026, 3:34 a.m.