Triple

T8705110
Position Surface form Disambiguated ID Type / Status
Subject G4 Beijing–Hong Kong–Macau Expressway E206628 entity
Predicate hasJunctionWith P1018 FINISHED
Object G45 Daqing–Guangzhou Expressway
The G45 Daqing–Guangzhou Expressway is a major north–south Chinese national expressway that runs from Daqing in Heilongjiang Province to Guangzhou in Guangdong Province, connecting numerous key cities along its route.
E758016 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: G45 Daqing–Guangzhou Expressway | Statement: [G4 Beijing–Hong Kong–Macau Expressway, hasJunctionWith, G45 Daqing–Guangzhou Expressway]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: G45 Daqing–Guangzhou Expressway
Context triple: [G4 Beijing–Hong Kong–Macau Expressway, hasJunctionWith, G45 Daqing–Guangzhou Expressway]
  • A. G25 Changchun–Shenzhen Expressway
    The G25 Changchun–Shenzhen Expressway is a major north–south Chinese expressway that runs from Changchun in the northeast to Shenzhen in the south, forming an important backbone of the national 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. Jiqing Expressway
    Jiqing Expressway is a major expressway in Shandong Province, China, connecting the cities of Jinan and Qingdao and serving important industrial hubs such as Zibo.
  • D. 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.
  • E. G65 Baotou–Maoming Expressway
    The G65 Baotou–Maoming Expressway is a major north–south Chinese national expressway that links the northern city of Baotou in Inner Mongolia with the southern city of Maoming in Guangdong, traversing multiple provinces and key inland cities.
  • 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: G45 Daqing–Guangzhou Expressway
Triple: [G4 Beijing–Hong Kong–Macau Expressway, hasJunctionWith, G45 Daqing–Guangzhou Expressway]
Generated description
The G45 Daqing–Guangzhou Expressway is a major north–south Chinese national expressway that runs from Daqing in Heilongjiang Province to Guangzhou in Guangdong Province, connecting numerous key cities along its route.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: G45 Daqing–Guangzhou Expressway
Target entity description: The G45 Daqing–Guangzhou Expressway is a major north–south Chinese national expressway that runs from Daqing in Heilongjiang Province to Guangzhou in Guangdong Province, connecting numerous key cities along its route.
  • A. G25 Changchun–Shenzhen Expressway
    The G25 Changchun–Shenzhen Expressway is a major north–south Chinese expressway that runs from Changchun in the northeast to Shenzhen in the south, forming an important backbone of the national 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. Jiqing Expressway
    Jiqing Expressway is a major expressway in Shandong Province, China, connecting the cities of Jinan and Qingdao and serving important industrial hubs such as Zibo.
  • D. 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.
  • E. G65 Baotou–Maoming Expressway
    The G65 Baotou–Maoming Expressway is a major north–south Chinese national expressway that links the northern city of Baotou in Inner Mongolia with the southern city of Maoming in Guangdong, traversing multiple provinces and key inland cities.
  • 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_69ca835645e881908f00e3c8b51da81d completed March 30, 2026, 2:06 p.m.
NER Named-entity recognition batch_69cc58fb43f081909df5d1e31cb1ec04 completed March 31, 2026, 11:30 p.m.
NED1 Entity disambiguation (via context triple) batch_69cf6edeef308190b6acfe324552b1cf completed April 3, 2026, 7:40 a.m.
NEDg Description generation batch_69cf70c981808190856827fbcd4c4671 completed April 3, 2026, 7:48 a.m.
NED2 Entity disambiguation (via description) batch_69cf71914ec48190bd623d8d773e7ca7 completed April 3, 2026, 7:51 a.m.
Created at: March 30, 2026, 6:34 p.m.