Triple
T20103280
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Huizhou |
E496601
|
entity |
| Predicate | hasTransport |
P1298
|
FINISHED |
| Object |
Huizhou railway station
Huizhou railway station is a major passenger rail hub serving the city of Huizhou in Guangdong Province, China.
|
E1412148
|
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: Huizhou railway station | Statement: [Huizhou, hasTransport, Huizhou railway station]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Huizhou railway station Context triple: [Huizhou, hasTransport, Huizhou 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.
Zhuhai railway station
Zhuhai railway station is a major passenger rail hub in Zhuhai, Guangdong, China, serving as a key gateway connecting the city with the Pearl River Delta region.
-
C.
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.
-
D.
Maoming railway station
Maoming railway station is a major passenger and freight rail hub serving the city of Maoming in Guangdong Province, China.
-
E.
Ezhou Railway Station
Ezhou Railway Station is a passenger railway station serving the city of Ezhou in Hubei Province, China, as part of the regional and national rail network.
- 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: Huizhou railway station Triple: [Huizhou, hasTransport, Huizhou railway station]
Generated description
Huizhou railway station is a major passenger rail hub serving the city of Huizhou in Guangdong Province, China.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Huizhou railway station Target entity description: Huizhou railway station is a major passenger rail hub serving the city of Huizhou in Guangdong Province, 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.
Zhuhai railway station
Zhuhai railway station is a major passenger rail hub in Zhuhai, Guangdong, China, serving as a key gateway connecting the city with the Pearl River Delta region.
-
C.
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.
-
D.
Maoming railway station
Maoming railway station is a major passenger and freight rail hub serving the city of Maoming in Guangdong Province, China.
-
E.
Ezhou Railway Station
Ezhou Railway Station is a passenger railway station serving the city of Ezhou in Hubei Province, China, as part of the regional and national rail network.
- 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_69da626eee3881909f3454986d4a6511 |
completed | April 11, 2026, 3:02 p.m. |
| NER | Named-entity recognition | batch_69e6667170a4819085d07a4188ded541 |
completed | April 20, 2026, 5:46 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a082712b04c81908e0413dee9a04ea6 |
completed | May 16, 2026, 8:13 a.m. |
| NEDg | Description generation | batch_6a082864abdc819080a9822114eb8c25 |
completed | May 16, 2026, 8:18 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a082946da0c81909db45f0989020a17 |
completed | May 16, 2026, 8:22 a.m. |
Created at: April 11, 2026, 11:27 p.m.