Triple
T15642223
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Banqiao District |
E376095
|
entity |
| Predicate | hasTransportation |
P105
|
FINISHED |
| Object |
Taipei Metro Banqiao Station
Taipei Metro Banqiao Station is a major rapid transit hub in New Taipei City that connects multiple metro lines with Taiwan Railways and high-speed rail services.
|
E1182167
|
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: Taipei Metro Banqiao Station | Statement: [Banqiao District, hasTransportation, Taipei Metro Banqiao Station]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Taipei Metro Banqiao Station Context triple: [Banqiao District, hasTransportation, Taipei Metro Banqiao Station]
-
A.
Taipei Metro Songshan Station
Taipei Metro Songshan Station is a major underground metro terminus in Taipei, Taiwan, serving the Songshan–Xindian line and providing access to the nearby Songshan Railway Station and Raohe Street Night Market.
-
B.
Taipei 101–World Trade Center MRT Station
Taipei 101–World Trade Center MRT Station is a major Taipei Metro station serving the landmark Taipei 101 skyscraper and the adjacent Taipei World Trade Center complex in Taipei, Taiwan.
-
C.
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.
-
D.
Taipei City Hall metro station
Taipei City Hall metro station is a major Taipei Metro station in Xinyi District that serves as a key access point to nearby commercial, governmental, and entertainment areas.
-
E.
Taipei Metro NTU Hospital Station
Taipei Metro NTU Hospital Station is an underground metro station on the Taipei Metro system located near major government and cultural landmarks in central Taipei, 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: Taipei Metro Banqiao Station Triple: [Banqiao District, hasTransportation, Taipei Metro Banqiao Station]
Generated description
Taipei Metro Banqiao Station is a major rapid transit hub in New Taipei City that connects multiple metro lines with Taiwan Railways and high-speed rail services.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Taipei Metro Banqiao Station Target entity description: Taipei Metro Banqiao Station is a major rapid transit hub in New Taipei City that connects multiple metro lines with Taiwan Railways and high-speed rail services.
-
A.
Taipei Metro Songshan Station
Taipei Metro Songshan Station is a major underground metro terminus in Taipei, Taiwan, serving the Songshan–Xindian line and providing access to the nearby Songshan Railway Station and Raohe Street Night Market.
-
B.
Taipei 101–World Trade Center MRT Station
Taipei 101–World Trade Center MRT Station is a major Taipei Metro station serving the landmark Taipei 101 skyscraper and the adjacent Taipei World Trade Center complex in Taipei, Taiwan.
-
C.
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.
-
D.
Taipei City Hall metro station
Taipei City Hall metro station is a major Taipei Metro station in Xinyi District that serves as a key access point to nearby commercial, governmental, and entertainment areas.
-
E.
Taipei Metro NTU Hospital Station
Taipei Metro NTU Hospital Station is an underground metro station on the Taipei Metro system located near major government and cultural landmarks in central Taipei, Taiwan.
- 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_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_69ffa9321f308190b8101162ed671e5e |
completed | May 9, 2026, 9:37 p.m. |
| NEDg | Description generation | batch_69ffad5034008190b055f69f3f3088fb |
completed | May 9, 2026, 9:55 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ffada0567881908f1699e9d620c2dd |
completed | May 9, 2026, 9:56 p.m. |
Created at: April 10, 2026, 4:15 a.m.