Triple
T2963967
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Taiyuan |
E80116
|
entity |
| Predicate | hasRailwayStation |
P918
|
FINISHED |
| Object |
Taiyuan South Railway Station
Taiyuan South Railway Station is a major high-speed railway hub in Taiyuan, Shanxi Province, serving as a key gateway for regional and national rail connections in northern China.
|
E316849
|
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: Taiyuan South Railway Station | Statement: [Taiyuan, hasRailwayStation, Taiyuan South Railway Station]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Taiyuan South Railway Station Context triple: [Taiyuan, hasRailwayStation, Taiyuan South Railway Station]
-
A.
Taiyuan Railway Station
Taiyuan Railway Station is a major passenger and transportation hub in Taiyuan, Shanxi Province, serving as one of the key railway gateways in northern China.
-
B.
Beijing South Railway Station
Beijing South Railway Station is a major high-speed rail and transportation hub in Beijing that integrates intercity trains with multiple Beijing Subway lines.
-
C.
Tianjin West Railway Station
Tianjin West Railway Station is a major high-speed and conventional rail hub in Tianjin, China, serving as one of the city’s primary passenger transport gateways.
-
D.
Tianjin South Railway Station
Tianjin South Railway Station is a major high-speed rail hub in Tianjin, China, serving key routes on the national high-speed railway network.
-
E.
Songjiazhuang station
Songjiazhuang station is a major interchange hub in the Beijing Subway network, serving multiple lines in the southern part of the city.
- 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: Taiyuan South Railway Station Triple: [Taiyuan, hasRailwayStation, Taiyuan South Railway Station]
Generated description
Taiyuan South Railway Station is a major high-speed railway hub in Taiyuan, Shanxi Province, serving as a key gateway for regional and national rail connections in northern China.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Taiyuan South Railway Station Target entity description: Taiyuan South Railway Station is a major high-speed railway hub in Taiyuan, Shanxi Province, serving as a key gateway for regional and national rail connections in northern China.
-
A.
Taiyuan Railway Station
Taiyuan Railway Station is a major passenger and transportation hub in Taiyuan, Shanxi Province, serving as one of the key railway gateways in northern China.
-
B.
Beijing South Railway Station
Beijing South Railway Station is a major high-speed rail and transportation hub in Beijing that integrates intercity trains with multiple Beijing Subway lines.
-
C.
Tianjin West Railway Station
Tianjin West Railway Station is a major high-speed and conventional rail hub in Tianjin, China, serving as one of the city’s primary passenger transport gateways.
-
D.
Tianjin South Railway Station
Tianjin South Railway Station is a major high-speed rail hub in Tianjin, China, serving key routes on the national high-speed railway network.
-
E.
Songjiazhuang station
Songjiazhuang station is a major interchange hub in the Beijing Subway network, serving multiple lines in the southern part of the city.
- 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_69ad8b1341848190bd19dbf46892887d |
completed | March 8, 2026, 2:43 p.m. |
| NER | Named-entity recognition | batch_69ad9958b1e48190a77f37bf63333c5b |
completed | March 8, 2026, 3:44 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b108e14e288190bcca59b2d8132996 |
completed | March 11, 2026, 6:17 a.m. |
| NEDg | Description generation | batch_69b10e65ae8c81908f4f9ba9dd4de206 |
completed | March 11, 2026, 6:40 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b10ece90e88190b84dde41579bf751 |
completed | March 11, 2026, 6:42 a.m. |
Created at: March 8, 2026, 2:58 p.m.