Triple
T7613166
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Penghu County Government |
E172291
|
entity |
| Predicate | hasSubdivision |
P747
|
FINISHED |
| Object |
Penghu County Government Fire Bureau
The Penghu County Government Fire Bureau is the local government agency responsible for fire prevention, firefighting, and emergency rescue services throughout Penghu County, Taiwan.
|
E172291
|
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: Penghu County Government Fire Bureau | Statement: [Penghu County Government, hasSubdivision, Penghu County Government Fire Bureau]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Penghu County Government Fire Bureau Context triple: [Penghu County Government, hasSubdivision, Penghu County Government Fire Bureau]
-
A.
Penghu County Government
Penghu County Government is the local administrative authority responsible for governing and managing public affairs in Taiwan’s outlying Penghu archipelago.
-
B.
Pingtung County Government
Pingtung County Government is the local administrative authority responsible for governing and providing public services in Pingtung County, Taiwan.
-
C.
Taitung County Government
Taitung County Government is the local administrative authority responsible for governing and providing public services in Taitung County, Taiwan.
-
D.
Pingtung County Council
Pingtung County Council is the elected local legislature responsible for making laws, budgets, and policies for Pingtung County in southern Taiwan.
-
E.
Fire Department of Taoyuan City Government
The Fire Department of Taoyuan City Government is the municipal agency responsible for fire prevention, emergency medical services, and disaster response within Taoyuan 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: Penghu County Government Fire Bureau Triple: [Penghu County Government, hasSubdivision, Penghu County Government Fire Bureau]
Generated description
The Penghu County Government Fire Bureau is the local government agency responsible for fire prevention, firefighting, and emergency rescue services throughout Penghu County, Taiwan.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Penghu County Government Fire Bureau Target entity description: The Penghu County Government Fire Bureau is the local government agency responsible for fire prevention, firefighting, and emergency rescue services throughout Penghu County, Taiwan.
-
A.
Penghu County Government
chosen
Penghu County Government is the local administrative authority responsible for governing and managing public affairs in Taiwan’s outlying Penghu archipelago.
-
B.
Pingtung County Government
Pingtung County Government is the local administrative authority responsible for governing and providing public services in Pingtung County, Taiwan.
-
C.
Taitung County Government
Taitung County Government is the local administrative authority responsible for governing and providing public services in Taitung County, Taiwan.
-
D.
Pingtung County Council
Pingtung County Council is the elected local legislature responsible for making laws, budgets, and policies for Pingtung County in southern Taiwan.
-
E.
Fire Department of Taoyuan City Government
The Fire Department of Taoyuan City Government is the municipal agency responsible for fire prevention, emergency medical services, and disaster response within Taoyuan 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_69c6994f50808190ba228764bb422417 |
completed | March 27, 2026, 2:50 p.m. |
| NER | Named-entity recognition | batch_69c6fa23981c81908168ac0ac9add5d8 |
completed | March 27, 2026, 9:44 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c86868dce08190b31229ff2e06fe0c |
completed | March 28, 2026, 11:46 p.m. |
| NEDg | Description generation | batch_69c8690ef840819082ecaa16b5cf3f0c |
completed | March 28, 2026, 11:49 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c86b70a51c819091590ff094e6e784 |
completed | March 28, 2026, 11:59 p.m. |
Created at: March 27, 2026, 3:55 p.m.