Triple
T8414588
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hsinchu |
E198701
|
entity |
| Predicate | transportInfrastructure |
P1777
|
FINISHED |
| Object |
Hsinchu High Speed Rail Station (in nearby Zhubei, serving Hsinchu)
Hsinchu High Speed Rail Station is a major Taiwan High Speed Rail stop located in Zhubei City that serves the greater Hsinchu metropolitan area.
|
E732955
|
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: Hsinchu High Speed Rail Station (in nearby Zhubei, serving Hsinchu) | Statement: [Hsinchu, transportInfrastructure, Hsinchu High Speed Rail Station (in nearby Zhubei, serving Hsinchu)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Hsinchu High Speed Rail Station (in nearby Zhubei, serving Hsinchu) Context triple: [Hsinchu, transportInfrastructure, Hsinchu High Speed Rail Station (in nearby Zhubei, serving Hsinchu)]
-
A.
Taiwan High Speed Rail Taoyuan Station
Taiwan High Speed Rail Taoyuan Station is a major high-speed rail hub in Taoyuan, Taiwan, providing rapid intercity connections along the island’s west coast corridor.
-
B.
Tainan HSR Station
Tainan HSR Station is a major high-speed rail terminal in southern Taiwan that connects Tainan to other key cities via the Taiwan High Speed Rail network.
-
C.
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.
-
D.
Tainan Station (TRA)
Tainan Station (TRA) is the main Taiwan Railways Administration train station serving the city of Tainan, Taiwan, and a key hub on the island’s western rail line.
-
E.
Taiwan High Speed Rail
Taiwan High Speed Rail is a high-speed railway system that runs along Taiwan’s western corridor, linking major cities with fast, frequent intercity train 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: Hsinchu High Speed Rail Station (in nearby Zhubei, serving Hsinchu) Triple: [Hsinchu, transportInfrastructure, Hsinchu High Speed Rail Station (in nearby Zhubei, serving Hsinchu)]
Generated description
Hsinchu High Speed Rail Station is a major Taiwan High Speed Rail stop located in Zhubei City that serves the greater Hsinchu metropolitan area.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Hsinchu High Speed Rail Station (in nearby Zhubei, serving Hsinchu) Target entity description: Hsinchu High Speed Rail Station is a major Taiwan High Speed Rail stop located in Zhubei City that serves the greater Hsinchu metropolitan area.
-
A.
Taiwan High Speed Rail Taoyuan Station
Taiwan High Speed Rail Taoyuan Station is a major high-speed rail hub in Taoyuan, Taiwan, providing rapid intercity connections along the island’s west coast corridor.
-
B.
Tainan HSR Station
Tainan HSR Station is a major high-speed rail terminal in southern Taiwan that connects Tainan to other key cities via the Taiwan High Speed Rail network.
-
C.
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.
-
D.
Tainan Station (TRA)
Tainan Station (TRA) is the main Taiwan Railways Administration train station serving the city of Tainan, Taiwan, and a key hub on the island’s western rail line.
-
E.
Taiwan High Speed Rail
Taiwan High Speed Rail is a high-speed railway system that runs along Taiwan’s western corridor, linking major cities with fast, frequent intercity train services.
- 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_69ca831201b481909e137936ef99ff11 |
completed | March 30, 2026, 2:05 p.m. |
| NER | Named-entity recognition | batch_69cb83e328cc8190b3b038005d0bb66f |
completed | March 31, 2026, 8:20 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ce032a25ec819094c6346eb2a7f973 |
completed | April 2, 2026, 5:48 a.m. |
| NEDg | Description generation | batch_69ce0781859c8190bb92f41c00af459b |
completed | April 2, 2026, 6:06 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ce089d09c08190ba321aed4044a862 |
completed | April 2, 2026, 6:11 a.m. |
Created at: March 30, 2026, 6:06 p.m.