Triple
T15642222
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Banqiao District |
E376095
|
entity |
| Predicate | hasTransportation |
P105
|
FINISHED |
| Object |
Taiwan Railways Banqiao Station
Taiwan Railways Banqiao Station is a major railway hub in New Taipei City, Taiwan, serving intercity and commuter trains and connecting with other local transit systems.
|
E376107
|
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: Taiwan Railways Banqiao Station | Statement: [Banqiao District, hasTransportation, Taiwan Railways Banqiao Station]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Taiwan Railways Banqiao Station Context triple: [Banqiao District, hasTransportation, Taiwan Railways Banqiao Station]
-
A.
Taiwan High Speed Rail Banqiao Station
Taiwan High Speed Rail Banqiao Station is a major high-speed rail hub in New Taipei City that connects the Taipei metropolitan area with cities along Taiwan’s western corridor.
-
B.
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.
-
C.
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.
-
D.
Taichung Station
Taichung Station is a key railway hub in central Taiwan, serving as a major transit point for regional and intercity train services.
-
E.
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.
- 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: Taiwan Railways Banqiao Station Triple: [Banqiao District, hasTransportation, Taiwan Railways Banqiao Station]
Generated description
Taiwan Railways Banqiao Station is a major railway hub in New Taipei City, Taiwan, serving intercity and commuter trains and connecting with other local transit systems.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Taiwan Railways Banqiao Station Target entity description: Taiwan Railways Banqiao Station is a major railway hub in New Taipei City, Taiwan, serving intercity and commuter trains and connecting with other local transit systems.
-
A.
Taiwan High Speed Rail Banqiao Station
chosen
Taiwan High Speed Rail Banqiao Station is a major high-speed rail hub in New Taipei City that connects the Taipei metropolitan area with cities along Taiwan’s western corridor.
-
B.
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.
-
C.
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.
-
D.
Taichung Station
Taichung Station is a key railway hub in central Taiwan, serving as a major transit point for regional and intercity train services.
-
E.
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.
- 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_69d85cd035a48190b73d5579ab73969a |
completed | April 10, 2026, 2:13 a.m. |
| NER | Named-entity recognition | batch_69e04ed23d688190bea996f90989d406 |
completed | April 16, 2026, 2:52 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ffa124e7d48190ac25e9541dea0122 |
completed | May 9, 2026, 9:03 p.m. |
| NEDg | Description generation | batch_69ffa1a919b481909c0007411535588b |
completed | May 9, 2026, 9:05 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ffa4212ca88190973d68dfbd8e103a |
completed | May 9, 2026, 9:16 p.m. |
Created at: April 10, 2026, 4:15 a.m.