Triple
T15499660
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Shaoguan |
E378915
|
entity |
| Predicate | hasRailwayStation |
P918
|
FINISHED |
| Object |
Shaoguan railway station
Shaoguan railway station is a major passenger and transport hub in Shaoguan, Guangdong, serving high-speed and conventional rail services that connect the city with other regions of China.
|
E1160116
|
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: Shaoguan railway station | Statement: [Shaoguan, hasRailwayStation, Shaoguan railway station]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Shaoguan railway station Context triple: [Shaoguan, hasRailwayStation, Shaoguan railway station]
-
A.
Shantou Railway Station
Shantou Railway Station is a major passenger and transportation hub serving the city of Shantou in Guangdong Province, China.
-
B.
Longyan railway station
Longyan railway station is a major passenger and freight rail hub serving the city of Longyan in Fujian Province, China.
-
C.
Guilin Railway Station
Guilin Railway Station is a major passenger rail hub in Guilin, China, serving as a key gateway for tourists visiting the city and its surrounding scenic areas.
-
D.
Guigang railway station
Guigang railway station is a passenger railway station in Guigang, Guangxi, China, serving as a stop on major high-speed and conventional rail routes in the region.
-
E.
Ji'an Railway Station
Ji'an Railway Station is a major passenger and freight rail hub serving the city of Ji'an in Jiangxi Province, China, connecting it to regional and national railway networks.
- 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: Shaoguan railway station Triple: [Shaoguan, hasRailwayStation, Shaoguan railway station]
Generated description
Shaoguan railway station is a major passenger and transport hub in Shaoguan, Guangdong, serving high-speed and conventional rail services that connect the city with other regions of China.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Shaoguan railway station Target entity description: Shaoguan railway station is a major passenger and transport hub in Shaoguan, Guangdong, serving high-speed and conventional rail services that connect the city with other regions of China.
-
A.
Shantou Railway Station
Shantou Railway Station is a major passenger and transportation hub serving the city of Shantou in Guangdong Province, China.
-
B.
Longyan railway station
Longyan railway station is a major passenger and freight rail hub serving the city of Longyan in Fujian Province, China.
-
C.
Guilin Railway Station
Guilin Railway Station is a major passenger rail hub in Guilin, China, serving as a key gateway for tourists visiting the city and its surrounding scenic areas.
-
D.
Guigang railway station
Guigang railway station is a passenger railway station in Guigang, Guangxi, China, serving as a stop on major high-speed and conventional rail routes in the region.
-
E.
Ji'an Railway Station
Ji'an Railway Station is a major passenger and freight rail hub serving the city of Ji'an in Jiangxi Province, China, connecting it to regional and national railway networks.
- 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_69d85cd53a7c819080f5b9042c4c199e |
completed | April 10, 2026, 2:13 a.m. |
| NER | Named-entity recognition | batch_69e03fcb4e8c81908e4ab463e3ae252b |
completed | April 16, 2026, 1:47 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ff3667a53c81908be789f99e580265 |
completed | May 9, 2026, 1:28 p.m. |
| NEDg | Description generation | batch_69ff3744ba8c81909989864ba107b93b |
completed | May 9, 2026, 1:31 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ff37ee94b081909309062b2d30ede5 |
completed | May 9, 2026, 1:34 p.m. |
Created at: April 10, 2026, 3:54 a.m.