Triple
T1109897
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Liuzhou |
E25569
|
entity |
| Predicate | hasRailwayStation |
P918
|
FINISHED |
| Object |
Liuzhou North railway station
Liuzhou North railway station is a major passenger and freight rail hub serving the northern part of Liuzhou in China’s Guangxi region.
|
E130867
|
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: Liuzhou North railway station | Statement: [Liuzhou, hasRailwayStation, Liuzhou North railway station]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Liuzhou North railway station Context triple: [Liuzhou, hasRailwayStation, Liuzhou North railway station]
-
A.
Liuzhou railway station
Liuzhou railway station is a major rail transport hub in Liuzhou, Guangxi, China, serving both conventional and high-speed train services connecting the city with regional and national destinations.
-
B.
Sihui station
Sihui station is a Beijing Subway interchange station serving as a key transfer point between major urban rail lines in the city.
-
C.
Liuzhou Bailian Airport
Liuzhou Bailian Airport is a regional civil airport serving the city of Liuzhou in Guangxi, China, handling both domestic passenger and cargo flights.
-
D.
Zhichunlu station
Zhichunlu station is a subway station in Beijing that serves as part of the city's extensive urban rail transit network.
-
E.
Guomao station
Guomao station is a major interchange hub on the Beijing Subway, serving the central business district and connecting key metro lines.
- 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: Liuzhou North railway station Triple: [Liuzhou, hasRailwayStation, Liuzhou North railway station]
Generated description
Liuzhou North railway station is a major passenger and freight rail hub serving the northern part of Liuzhou in China’s Guangxi region.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Liuzhou North railway station Target entity description: Liuzhou North railway station is a major passenger and freight rail hub serving the northern part of Liuzhou in China’s Guangxi region.
-
A.
Liuzhou railway station
Liuzhou railway station is a major rail transport hub in Liuzhou, Guangxi, China, serving both conventional and high-speed train services connecting the city with regional and national destinations.
-
B.
Sihui station
Sihui station is a Beijing Subway interchange station serving as a key transfer point between major urban rail lines in the city.
-
C.
Liuzhou Bailian Airport
Liuzhou Bailian Airport is a regional civil airport serving the city of Liuzhou in Guangxi, China, handling both domestic passenger and cargo flights.
-
D.
Zhichunlu station
Zhichunlu station is a subway station in Beijing that serves as part of the city's extensive urban rail transit network.
-
E.
Guomao station
Guomao station is a major interchange hub on the Beijing Subway, serving the central business district and connecting key metro lines.
- 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_69a49428d4448190b3b36991ceae87ce |
completed | March 1, 2026, 7:31 p.m. |
| NER | Named-entity recognition | batch_69a4ba045fd88190982e1c6278fb9ca3 |
completed | March 1, 2026, 10:13 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ac59a221888190a3ffdb713e7cd143 |
completed | March 7, 2026, 5 p.m. |
| NEDg | Description generation | batch_69ac5a38ebb0819091cb81e23770ae50 |
completed | March 7, 2026, 5:02 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ac5aa2ad188190b4c6a29e3c2c8d79 |
completed | March 7, 2026, 5:04 p.m. |
Created at: March 1, 2026, 7:43 p.m.