Triple
T5122706
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Longgang District |
E115506
|
entity |
| Predicate | hasTransport |
P1298
|
FINISHED |
| Object |
Shenzhen–Shantou Expressway
The Shenzhen–Shantou Expressway is a major expressway in Guangdong Province, China, connecting the coastal cities of Shenzhen and Shantou and serving as an important regional transportation corridor.
|
E496602
|
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: Shenzhen–Shantou Expressway | Statement: [Longgang District, hasTransport, Shenzhen–Shantou Expressway]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Shenzhen–Shantou Expressway Context triple: [Longgang District, hasTransport, Shenzhen–Shantou Expressway]
-
A.
Hujia Expressway
Hujia Expressway is a major expressway in Shanghai that connects the urban Jiading District with the city center and broader regional highway network.
-
B.
G50 Shanghai–Chongqing Expressway
The G50 Shanghai–Chongqing Expressway is a major east–west Chinese expressway connecting the coastal metropolis of Shanghai with the inland megacity of Chongqing, traversing multiple provinces and key inland regions.
-
C.
Shanghai–Nanjing Expressway
The Shanghai–Nanjing Expressway is a major Chinese expressway connecting the cities of Shanghai and Nanjing, serving as a key transportation corridor in the Yangtze River Delta region.
-
D.
Zhuhai Link Road
Zhuhai Link Road is the roadway section in Zhuhai that connects the Hong Kong–Zhuhai–Macau Bridge to the local road network on the Chinese mainland side.
-
E.
Qingdao–Yinchuan Expressway
The Qingdao–Yinchuan Expressway is a major Chinese east–west highway linking the coastal city of Qingdao on the Shandong Peninsula with Yinchuan in north-central China, facilitating regional transport and economic integration.
- 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: Shenzhen–Shantou Expressway Triple: [Longgang District, hasTransport, Shenzhen–Shantou Expressway]
Generated description
The Shenzhen–Shantou Expressway is a major expressway in Guangdong Province, China, connecting the coastal cities of Shenzhen and Shantou and serving as an important regional transportation corridor.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Shenzhen–Shantou Expressway Target entity description: The Shenzhen–Shantou Expressway is a major expressway in Guangdong Province, China, connecting the coastal cities of Shenzhen and Shantou and serving as an important regional transportation corridor.
-
A.
Hujia Expressway
Hujia Expressway is a major expressway in Shanghai that connects the urban Jiading District with the city center and broader regional highway network.
-
B.
G50 Shanghai–Chongqing Expressway
The G50 Shanghai–Chongqing Expressway is a major east–west Chinese expressway connecting the coastal metropolis of Shanghai with the inland megacity of Chongqing, traversing multiple provinces and key inland regions.
-
C.
Shanghai–Nanjing Expressway
The Shanghai–Nanjing Expressway is a major Chinese expressway connecting the cities of Shanghai and Nanjing, serving as a key transportation corridor in the Yangtze River Delta region.
-
D.
Zhuhai Link Road
Zhuhai Link Road is the roadway section in Zhuhai that connects the Hong Kong–Zhuhai–Macau Bridge to the local road network on the Chinese mainland side.
-
E.
Qingdao–Yinchuan Expressway
The Qingdao–Yinchuan Expressway is a major Chinese east–west highway linking the coastal city of Qingdao on the Shandong Peninsula with Yinchuan in north-central China, facilitating regional transport and economic integration.
- 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_69bd4442ade0819087b9461f892b206b |
completed | March 20, 2026, 12:57 p.m. |
| NER | Named-entity recognition | batch_69bd78045e448190961db0ca7692370e |
completed | March 20, 2026, 4:38 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bec4b401a481909abf6660401c47dc |
completed | March 21, 2026, 4:17 p.m. |
| NEDg | Description generation | batch_69bec6ff39a08190adb303fa2a6b5193 |
completed | March 21, 2026, 4:27 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69bec808062c8190b2c0ee234477af95 |
completed | March 21, 2026, 4:32 p.m. |
Created at: March 20, 2026, 1:42 p.m.