Triple
T11870873
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Tainan Station (TRA) |
E282402
|
entity |
| Predicate | hasService |
P182
|
FINISHED |
| Object |
Fu-Hsing Semi Express
Fu-Hsing Semi Express was a former class of semi-express passenger trains operated by the Taiwan Railways Administration, providing mid-speed intercity service across Taiwan.
|
E951128
|
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: Fu-Hsing Semi Express | Statement: [Tainan Station (TRA), hasService, Fu-Hsing Semi Express]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Fu-Hsing Semi Express Context triple: [Tainan Station (TRA), hasService, Fu-Hsing Semi Express]
-
A.
Zhongxiao Fuxing
Zhongxiao Fuxing is a key Taipei Metro station in central Taipei that serves as a busy transfer hub between multiple subway lines and a gateway to nearby commercial and shopping districts.
-
B.
Hengchi
Hengchi is an electric vehicle brand developed by the Chinese conglomerate Evergrande Group as part of its push into the new energy automotive industry.
-
C.
Yongqi
Yongqi was a Qing dynasty imperial prince, noted as one of the most talented sons of the Qianlong Emperor before his early death.
-
D.
Tatung
Tatung are spirit-medium performers in Indonesian Chinese culture, especially prominent during Cap Go Meh celebrations, who enter trance states to carry out acts of ritual protection and blessing.
-
E.
Xiantong
Xiantong was the reign era name used by Emperor Xizong during a late period of the Tang dynasty in China.
- 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: Fu-Hsing Semi Express Triple: [Tainan Station (TRA), hasService, Fu-Hsing Semi Express]
Generated description
Fu-Hsing Semi Express was a former class of semi-express passenger trains operated by the Taiwan Railways Administration, providing mid-speed intercity service across Taiwan.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Fu-Hsing Semi Express Target entity description: Fu-Hsing Semi Express was a former class of semi-express passenger trains operated by the Taiwan Railways Administration, providing mid-speed intercity service across Taiwan.
-
A.
Zhongxiao Fuxing
Zhongxiao Fuxing is a key Taipei Metro station in central Taipei that serves as a busy transfer hub between multiple subway lines and a gateway to nearby commercial and shopping districts.
-
B.
Hengchi
Hengchi is an electric vehicle brand developed by the Chinese conglomerate Evergrande Group as part of its push into the new energy automotive industry.
-
C.
Yongqi
Yongqi was a Qing dynasty imperial prince, noted as one of the most talented sons of the Qianlong Emperor before his early death.
-
D.
Tatung
Tatung are spirit-medium performers in Indonesian Chinese culture, especially prominent during Cap Go Meh celebrations, who enter trance states to carry out acts of ritual protection and blessing.
-
E.
Xiantong
Xiantong was the reign era name used by Emperor Xizong during a late period of the Tang dynasty in China.
- 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_69d6ab2945d081908a5851c916cbcfb5 |
completed | April 8, 2026, 7:23 p.m. |
| NER | Named-entity recognition | batch_69d8be15fb2481908f514781ce2c617f |
completed | April 10, 2026, 9:08 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f281b0969c8190a8c0a01ca292cc84 |
completed | April 29, 2026, 10:09 p.m. |
| NEDg | Description generation | batch_69f28a92ac90819092eef473a49d329e |
completed | April 29, 2026, 10:47 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f28c462d888190a43e042b00921dbe |
completed | April 29, 2026, 10:55 p.m. |
Created at: April 8, 2026, 9:43 p.m.