Triple
T15499661
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Shaoguan |
E378915
|
entity |
| Predicate | hasHighSpeedRailwayStation |
P50052
|
FINISHED |
| Object | Shaoguan railway station |
E1160116
|
NE FINISHED |
How this triple was built (3 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, hasHighSpeedRailwayStation, Shaoguan railway station]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Shaoguan railway station Context triple: [Shaoguan, hasHighSpeedRailwayStation, Shaoguan railway station]
-
A.
Shaoguan railway station
chosen
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.
-
B.
Shantou Railway Station
Shantou Railway Station is a major passenger and transportation hub serving the city of Shantou in Guangdong Province, China.
-
C.
Longyan railway station
Longyan railway station is a major passenger and freight rail hub serving the city of Longyan in Fujian Province, China.
-
D.
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.
-
E.
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.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: hasHighSpeedRailwayStation Context triple: [Shaoguan, hasHighSpeedRailwayStation, Shaoguan railway station]
-
A.
hasHighSpeedRailStation
chosen
Indicates that a location is served by a high-speed rail station where high-speed trains regularly stop.
-
B.
hasRailStation
Indicates that one entity possesses, contains, or is served by a rail station.
-
C.
hasRailwayStation
Indicates that a place or location is served by, or contains, a railway station.
-
D.
hasMajorRailwayStation
Indicates that a place contains or is served by a principal railway station that functions as a major hub for rail transport.
-
E.
hasHighSpeedLine
Indicates that there exists a high-speed rail line connection between the related entities.
- F. None of above.
Provenance (4 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_69ff3d4a9bf88190b7c6b4874abe165f |
completed | May 9, 2026, 1:57 p.m. |
| PD | Predicate disambiguation | batch_69ded2874b788190999158e0f043be21 |
completed | April 14, 2026, 11:49 p.m. |
Created at: April 10, 2026, 3:54 a.m.