Triple

T15476117
Position Surface form Disambiguated ID Type / Status
Subject Ministry of the Interior of Taiwan E376784 entity
Predicate oversees P46 FINISHED
Object National Fire Agency
The National Fire Agency is Taiwan’s central government body responsible for nationwide fire protection, emergency rescue, and disaster management services.
 E1159349 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: National Fire Agency | Statement: [Ministry of the Interior of Taiwan, oversees, National Fire Agency]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: National Fire Agency
Context triple: [Ministry of the Interior of Taiwan, oversees, National Fire Agency]
  • A. National Fire Prevention and Control Administration
    The National Fire Prevention and Control Administration was a former U.S. federal agency responsible for coordinating national efforts in fire prevention, safety, and control.
  • B. National Fire Chiefs Council
    The National Fire Chiefs Council is the professional leadership body representing senior fire and rescue service officers across the United Kingdom, providing national guidance, coordination, and strategic direction for fire and rescue policy and operations.
  • C. Bureau of Fire Protection
    The Bureau of Fire Protection is the national government agency in the Philippines responsible for fire prevention, suppression, investigation, and related emergency services across the country.
  • D. National Fire Service (United Kingdom)
    The National Fire Service (United Kingdom) was the wartime nationalized fire brigade created in 1941 to coordinate and strengthen firefighting and civil defense across Britain during World War II.
  • E. Office of the Fire Marshal
    The Office of the Fire Marshal is the division of San Bernardino County’s fire protection services responsible for fire code enforcement, inspections, investigations, and related public safety regulations.
  • 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: National Fire Agency
Triple: [Ministry of the Interior of Taiwan, oversees, National Fire Agency]
Generated description
The National Fire Agency is Taiwan’s central government body responsible for nationwide fire protection, emergency rescue, and disaster management services.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: National Fire Agency
Target entity description: The National Fire Agency is Taiwan’s central government body responsible for nationwide fire protection, emergency rescue, and disaster management services.
  • A. National Fire Prevention and Control Administration
    The National Fire Prevention and Control Administration was a former U.S. federal agency responsible for coordinating national efforts in fire prevention, safety, and control.
  • B. National Fire Chiefs Council
    The National Fire Chiefs Council is the professional leadership body representing senior fire and rescue service officers across the United Kingdom, providing national guidance, coordination, and strategic direction for fire and rescue policy and operations.
  • C. Bureau of Fire Protection
    The Bureau of Fire Protection is the national government agency in the Philippines responsible for fire prevention, suppression, investigation, and related emergency services across the country.
  • D. National Fire Service (United Kingdom)
    The National Fire Service (United Kingdom) was the wartime nationalized fire brigade created in 1941 to coordinate and strengthen firefighting and civil defense across Britain during World War II.
  • E. Office of the Fire Marshal
    The Office of the Fire Marshal is the division of San Bernardino County’s fire protection services responsible for fire code enforcement, inspections, investigations, and related public safety regulations.
  • 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.