Triple

T15643677
Position Surface form Disambiguated ID Type / Status
Subject Ministry of Transportation and Communications (Taiwan) E376125 entity
Predicate oversees P46 FINISHED
Object Central Weather Administration
The Central Weather Administration is Taiwan’s national meteorological agency responsible for weather forecasting, climate monitoring, and issuing warnings for severe weather and natural hazards.
E1168253 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: Central Weather Administration | Statement: [Ministry of Transportation and Communications (Taiwan), oversees, Central Weather Administration]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Central Weather Administration
Context triple: [Ministry of Transportation and Communications (Taiwan), oversees, Central Weather Administration]
  • A. China Meteorological Administration
    The China Meteorological Administration is the national government agency responsible for weather forecasting, climate monitoring, and meteorological research and services across China.
  • B. National Meteorological and Hydrological Services
    National Meteorological and Hydrological Services are national agencies responsible for monitoring, forecasting, and providing information on weather, climate, and water resources to support public safety, economic activities, and environmental management.
  • C. National Institute of Meteorology and Hydrology
    The National Institute of Meteorology and Hydrology is Bulgaria’s main scientific and operational center for weather forecasting, climate research, and hydrological monitoring.
  • D. RSMC Beijing
    RSMC Beijing is a World Meteorological Organization-designated regional center in China that provides specialized meteorological forecasting and warning services, particularly for severe weather and environmental hazards, to countries in its area of responsibility.
  • E. RSMC Toulouse
    RSMC Toulouse is a World Meteorological Organization-designated center in France that specializes in providing regional meteorological and atmospheric dispersion forecasts, particularly for environmental emergencies.
  • 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: Central Weather Administration
Triple: [Ministry of Transportation and Communications (Taiwan), oversees, Central Weather Administration]
Generated description
The Central Weather Administration is Taiwan’s national meteorological agency responsible for weather forecasting, climate monitoring, and issuing warnings for severe weather and natural hazards.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Central Weather Administration
Target entity description: The Central Weather Administration is Taiwan’s national meteorological agency responsible for weather forecasting, climate monitoring, and issuing warnings for severe weather and natural hazards.
  • A. China Meteorological Administration
    The China Meteorological Administration is the national government agency responsible for weather forecasting, climate monitoring, and meteorological research and services across China.
  • B. National Meteorological and Hydrological Services
    National Meteorological and Hydrological Services are national agencies responsible for monitoring, forecasting, and providing information on weather, climate, and water resources to support public safety, economic activities, and environmental management.
  • C. National Institute of Meteorology and Hydrology
    The National Institute of Meteorology and Hydrology is Bulgaria’s main scientific and operational center for weather forecasting, climate research, and hydrological monitoring.
  • D. RSMC Beijing
    RSMC Beijing is a World Meteorological Organization-designated regional center in China that provides specialized meteorological forecasting and warning services, particularly for severe weather and environmental hazards, to countries in its area of responsibility.
  • E. RSMC Toulouse
    RSMC Toulouse is a World Meteorological Organization-designated center in France that specializes in providing regional meteorological and atmospheric dispersion forecasts, particularly for environmental emergencies.
  • 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_69d85cd035a48190b73d5579ab73969a completed April 10, 2026, 2:13 a.m.
NER Named-entity recognition batch_69e04ed400ec8190a14a9f7cf3092865 completed April 16, 2026, 2:52 a.m.
NED1 Entity disambiguation (via context triple) batch_69ff5f4d49188190855a895c5844dee0 completed May 9, 2026, 4:22 p.m.
NEDg Description generation batch_69ff614906cc81909d978d8645045af3 completed May 9, 2026, 4:31 p.m.
NED2 Entity disambiguation (via description) batch_69ff61b3b3f08190a2a1e1010684a316 completed May 9, 2026, 4:32 p.m.
Created at: April 10, 2026, 4:15 a.m.