Triple
T22954321
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Pingtung City |
E570111
|
entity |
| Predicate | hasTransport |
P1298
|
FINISHED |
| Object | Pingtung railway station |
—
|
NE NERFINISHED |
How this triple was built (2 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 railway station | Statement: [Pingtung City, hasTransport, Pingtung railway station]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Pingtung railway station Context triple: [Pingtung City, hasTransport, Pingtung railway station]
-
A.
Pingtung Station
chosen
Pingtung Station is a major railway station in Pingtung City, Taiwan, serving as an important hub for regional and intercity train services.
-
B.
Hualien Station
Hualien Station is a major railway station in Hualien City, Taiwan, serving as an important hub for regional and intercity train services on the island’s east coast.
-
C.
Ruifang Railway Station
Ruifang Railway Station is a railway hub in New Taipei, Taiwan, serving as a key gateway for travelers heading to nearby coastal and mountain attractions such as Bitou Cape and Jiufen.
-
D.
Keelung Station
Keelung Station is a major railway terminus in northern Taiwan serving the port city of Keelung on the Taiwan Railways network.
-
E.
Kaohsiung Station
Kaohsiung Station is a major railway hub in southern Taiwan, serving as a key transit point for regional and intercity train services.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (2 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_69e2459199d08190a8184ee2aa935842 |
completed | April 17, 2026, 2:37 p.m. |
| NER | Named-entity recognition | batch_69f181ef7db4819093ab8117ed53c174 |
completed | April 29, 2026, 3:58 a.m. |
Created at: April 17, 2026, 3:46 p.m.