Triple

T8705111
Position Surface form Disambiguated ID Type / Status
Subject G4 Beijing–Hong Kong–Macau Expressway E206628 entity
Predicate hasJunctionWith P1018 FINISHED
Object G55 Erenhot–Guangzhou Expressway
The G55 Erenhot–Guangzhou Expressway is a major north–south Chinese expressway linking the Mongolian border city of Erenhot with the southern metropolis of Guangzhou, forming part of China’s national expressway network.
E760391 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: G55 Erenhot–Guangzhou Expressway | Statement: [G4 Beijing–Hong Kong–Macau Expressway, hasJunctionWith, G55 Erenhot–Guangzhou Expressway]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: G55 Erenhot–Guangzhou Expressway
Context triple: [G4 Beijing–Hong Kong–Macau Expressway, hasJunctionWith, G55 Erenhot–Guangzhou Expressway]
  • A. 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.
  • B. G75 Lanzhou–Haikou Expressway
    The G75 Lanzhou–Haikou Expressway is a major north–south Chinese expressway connecting the inland city of Lanzhou in Gansu Province with the southern coastal city of Haikou on Hainan Island.
  • C. G30 Lianyungang–Khorgas Expressway
    The G30 Lianyungang–Khorgas Expressway is a major east–west Chinese national expressway that spans the country from the coastal city of Lianyungang in Jiangsu Province to the border town of Khorgas in Xinjiang, forming a key corridor for domestic and international trade.
  • D. G5 Beijing–Kunming Expressway
    The G5 Beijing–Kunming Expressway is a major north–south Chinese national expressway connecting the capital Beijing with the southwestern city of Kunming, traversing multiple provinces along its route.
  • 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: G55 Erenhot–Guangzhou Expressway
Triple: [G4 Beijing–Hong Kong–Macau Expressway, hasJunctionWith, G55 Erenhot–Guangzhou Expressway]
Generated description
The G55 Erenhot–Guangzhou Expressway is a major north–south Chinese expressway linking the Mongolian border city of Erenhot with the southern metropolis of Guangzhou, forming part of China’s national expressway network.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: G55 Erenhot–Guangzhou Expressway
Target entity description: The G55 Erenhot–Guangzhou Expressway is a major north–south Chinese expressway linking the Mongolian border city of Erenhot with the southern metropolis of Guangzhou, forming part of China’s national expressway network.
  • A. 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.
  • B. G75 Lanzhou–Haikou Expressway
    The G75 Lanzhou–Haikou Expressway is a major north–south Chinese expressway connecting the inland city of Lanzhou in Gansu Province with the southern coastal city of Haikou on Hainan Island.
  • C. G30 Lianyungang–Khorgas Expressway
    The G30 Lianyungang–Khorgas Expressway is a major east–west Chinese national expressway that spans the country from the coastal city of Lianyungang in Jiangsu Province to the border town of Khorgas in Xinjiang, forming a key corridor for domestic and international trade.
  • D. G5 Beijing–Kunming Expressway
    The G5 Beijing–Kunming Expressway is a major north–south Chinese national expressway connecting the capital Beijing with the southwestern city of Kunming, traversing multiple provinces along its route.
  • 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_69cf88cf76888190a0cdab7f30c791c7 completed April 3, 2026, 9:30 a.m.
NEDg Description generation batch_69cf8a3d8e548190911d44ee36875d44 completed April 3, 2026, 9:37 a.m.
NED2 Entity disambiguation (via description) batch_69cf8ae86e1881908a77f660c061bf69 completed April 3, 2026, 9:39 a.m.
Created at: March 30, 2026, 6:34 p.m.