Triple
T15476114
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ministry of the Interior of Taiwan |
E376784
|
entity |
| Predicate | responsibleFor |
P636
|
FINISHED |
| Object |
fire services administration
The fire services administration is Taiwan’s national agency in charge of fire prevention, firefighting, and emergency rescue operations.
|
E1159347
|
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: fire services administration | Statement: [Ministry of the Interior of Taiwan, responsibleFor, fire services administration]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: fire services administration Context triple: [Ministry of the Interior of Taiwan, responsibleFor, fire services administration]
-
A.
Fire Services Department
The Fire Services Department is a government agency responsible for fire prevention, firefighting, and emergency rescue services within its jurisdiction.
-
B.
Fire and Rescue Service
Fire and Rescue Service is the frontline operational division responsible for firefighting, rescue operations, and related emergency response within Queensland Fire and Emergency Services.
-
C.
Department of Fire and Rescue
The Department of Fire and Rescue is the public safety agency responsible for providing fire protection, emergency medical services, and rescue operations within Prince William County.
-
D.
Fire Safety Department
The Fire Safety Department is a specialized division responsible for preventing fires and promoting fire safety through inspections, public education, and enforcement of fire regulations.
-
E.
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.
- 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: fire services administration Triple: [Ministry of the Interior of Taiwan, responsibleFor, fire services administration]
Generated description
The fire services administration is Taiwan’s national agency in charge of fire prevention, firefighting, and emergency rescue operations.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: fire services administration Target entity description: The fire services administration is Taiwan’s national agency in charge of fire prevention, firefighting, and emergency rescue operations.
-
A.
Fire Services Department
The Fire Services Department is a government agency responsible for fire prevention, firefighting, and emergency rescue services within its jurisdiction.
-
B.
Fire and Rescue Service
Fire and Rescue Service is the frontline operational division responsible for firefighting, rescue operations, and related emergency response within Queensland Fire and Emergency Services.
-
C.
Department of Fire and Rescue
The Department of Fire and Rescue is the public safety agency responsible for providing fire protection, emergency medical services, and rescue operations within Prince William County.
-
D.
Fire Safety Department
The Fire Safety Department is a specialized division responsible for preventing fires and promoting fire safety through inspections, public education, and enforcement of fire regulations.
-
E.
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.
- 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.