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.