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.