Triple
T15476452
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Taoyuan Airport MRT |
E376791
|
entity |
| Predicate | hasStation |
P35
|
FINISHED |
| Object |
Linkou Station
Linkou Station is a metro station on the Taoyuan Airport MRT line in Taiwan, serving the Linkou district and providing connections between central Taipei, Taoyuan, and Taiwan Taoyuan International Airport.
|
E1163103
|
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: Linkou Station | Statement: [Taoyuan Airport MRT, hasStation, Linkou Station]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Linkou Station Context triple: [Taoyuan Airport MRT, hasStation, Linkou Station]
-
A.
Keelung Station
Keelung Station is a major railway terminus in northern Taiwan serving the port city of Keelung on the Taiwan Railways network.
-
B.
Taichung Station
Taichung Station is a key railway hub in central Taiwan, serving as a major transit point for regional and intercity train services.
-
C.
Hsinchu Railway Station
Hsinchu Railway Station is a historic and major train station in Hsinchu, Taiwan, serving as an important hub for regional and intercity rail services.
-
D.
Kaohsiung Station
Kaohsiung Station is a major railway hub in southern Taiwan, serving as a key transit point for regional and intercity train services.
-
E.
Taipei Main Station
Taipei Main Station is the central railway and transportation hub of Taipei, integrating high-speed rail, conventional rail, metro, and bus services in one major complex.
- 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: Linkou Station Triple: [Taoyuan Airport MRT, hasStation, Linkou Station]
Generated description
Linkou Station is a metro station on the Taoyuan Airport MRT line in Taiwan, serving the Linkou district and providing connections between central Taipei, Taoyuan, and Taiwan Taoyuan International Airport.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Linkou Station Target entity description: Linkou Station is a metro station on the Taoyuan Airport MRT line in Taiwan, serving the Linkou district and providing connections between central Taipei, Taoyuan, and Taiwan Taoyuan International Airport.
-
A.
Keelung Station
Keelung Station is a major railway terminus in northern Taiwan serving the port city of Keelung on the Taiwan Railways network.
-
B.
Taichung Station
Taichung Station is a key railway hub in central Taiwan, serving as a major transit point for regional and intercity train services.
-
C.
Hsinchu Railway Station
Hsinchu Railway Station is a historic and major train station in Hsinchu, Taiwan, serving as an important hub for regional and intercity rail services.
-
D.
Kaohsiung Station
Kaohsiung Station is a major railway hub in southern Taiwan, serving as a key transit point for regional and intercity train services.
-
E.
Taipei Main Station
Taipei Main Station is the central railway and transportation hub of Taipei, integrating high-speed rail, conventional rail, metro, and bus services in one major complex.
- 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_69ff454ac84c8190b1979e6caca3ee66 |
completed | May 9, 2026, 2:31 p.m. |
| NEDg | Description generation | batch_69ff467e5d6c8190ba3bf6557e683233 |
completed | May 9, 2026, 2:36 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ff470912bc8190a42ee312aca55872 |
completed | May 9, 2026, 2:39 p.m. |
Created at: April 10, 2026, 3:34 a.m.