Triple
T23407056
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Pingtung County Government |
E559961
|
entity |
| Predicate | hasSubdivision |
P747
|
FINISHED |
| Object |
Pingtung County Government Fire Bureau
The Pingtung County Government Fire Bureau is the local government agency responsible for fire prevention, firefighting, and emergency rescue services throughout Pingtung County, Taiwan.
|
E559961
|
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: Pingtung County Government Fire Bureau | Statement: [Pingtung County Government, hasSubdivision, Pingtung County Government Fire Bureau]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Pingtung County Government Fire Bureau Context triple: [Pingtung County Government, hasSubdivision, Pingtung County Government Fire Bureau]
-
A.
Pingtung County Government
Pingtung County Government is the local administrative authority responsible for governing and providing public services in Pingtung County, Taiwan.
-
B.
Pingtung City Government
Pingtung City Government is the local administrative authority responsible for managing public services, development, and governance in Pingtung City, Taiwan.
-
C.
Pingtung County Council
Pingtung County Council is the elected local legislature responsible for making laws, budgets, and policies for Pingtung County in southern Taiwan.
-
D.
Taitung County Government
Taitung County Government is the local administrative authority responsible for governing and providing public services in Taitung County, Taiwan.
-
E.
New Taipei City Fire Department
The New Taipei City Fire Department is the municipal agency responsible for fire prevention, firefighting, emergency medical services, and disaster response within New Taipei City, Taiwan.
- 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: Pingtung County Government Fire Bureau Triple: [Pingtung County Government, hasSubdivision, Pingtung County Government Fire Bureau]
Generated description
The Pingtung County Government Fire Bureau is the local government agency responsible for fire prevention, firefighting, and emergency rescue services throughout Pingtung County, Taiwan.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Pingtung County Government Fire Bureau Target entity description: The Pingtung County Government Fire Bureau is the local government agency responsible for fire prevention, firefighting, and emergency rescue services throughout Pingtung County, Taiwan.
-
A.
Pingtung County Government
chosen
Pingtung County Government is the local administrative authority responsible for governing and providing public services in Pingtung County, Taiwan.
-
B.
Pingtung City Government
Pingtung City Government is the local administrative authority responsible for managing public services, development, and governance in Pingtung City, Taiwan.
-
C.
Pingtung County Council
Pingtung County Council is the elected local legislature responsible for making laws, budgets, and policies for Pingtung County in southern Taiwan.
-
D.
Taitung County Government
Taitung County Government is the local administrative authority responsible for governing and providing public services in Taitung County, Taiwan.
-
E.
New Taipei City Fire Department
The New Taipei City Fire Department is the municipal agency responsible for fire prevention, firefighting, emergency medical services, and disaster response within New Taipei City, Taiwan.
- F. None of above.
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_69e2454b3a5881909c64773dc8a5d289 |
completed | April 17, 2026, 2:35 p.m. |
| NER | Named-entity recognition | batch_69f1a50e607c8190ba0a22e89862a2d9 |
completed | April 29, 2026, 6:28 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0cdf3454dc819090ca314b8a9b946d |
completed | May 19, 2026, 10:07 p.m. |
| NEDg | Description generation | batch_6a0ce113d3d88190b97af92272a5100f |
completed | May 19, 2026, 10:15 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0ce187efa48190876f67fef4873af2 |
completed | May 19, 2026, 10:17 p.m. |
Created at: April 17, 2026, 5:38 p.m.