Triple

T8705108
Position Surface form Disambiguated ID Type / Status
Subject G4 Beijing–Hong Kong–Macau Expressway E206628 entity
Predicate hasJunctionWith P1018 FINISHED
Object 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.
E754912 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: G5 Beijing–Kunming Expressway | Statement: [G4 Beijing–Hong Kong–Macau Expressway, hasJunctionWith, G5 Beijing–Kunming Expressway]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: G5 Beijing–Kunming Expressway
Context triple: [G4 Beijing–Hong Kong–Macau Expressway, hasJunctionWith, G5 Beijing–Kunming Expressway]
  • A. G2 Beijing–Shanghai Expressway
    The G2 Beijing–Shanghai Expressway is a major north–south Chinese expressway connecting the capital Beijing with the economic hub Shanghai, serving as one of the country’s most important transportation corridors.
  • B. G85 Yinchuan–Kunming Expressway
    The G85 Yinchuan–Kunming Expressway is a major north–south Chinese expressway that runs from Yinchuan in Ningxia to Kunming in Yunnan, forming part of the national expressway network and linking multiple provincial capitals and key cities along its route.
  • C. G3 Beijing–Taipei Expressway
    The G3 Beijing–Taipei Expressway is a major Chinese national expressway intended to connect Beijing with the Taiwan region via coastal provinces along the country’s eastern corridor.
  • D. G60 Shanghai–Kunming Expressway
    The G60 Shanghai–Kunming Expressway is a major east–west Chinese national expressway connecting the metropolis of Shanghai with the southwestern city of Kunming, traversing multiple provinces across the country.
  • E. 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.
  • 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: G5 Beijing–Kunming Expressway
Triple: [G4 Beijing–Hong Kong–Macau Expressway, hasJunctionWith, G5 Beijing–Kunming Expressway]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: G5 Beijing–Kunming Expressway
Target entity description: 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.
  • A. G2 Beijing–Shanghai Expressway
    The G2 Beijing–Shanghai Expressway is a major north–south Chinese expressway connecting the capital Beijing with the economic hub Shanghai, serving as one of the country’s most important transportation corridors.
  • B. G85 Yinchuan–Kunming Expressway
    The G85 Yinchuan–Kunming Expressway is a major north–south Chinese expressway that runs from Yinchuan in Ningxia to Kunming in Yunnan, forming part of the national expressway network and linking multiple provincial capitals and key cities along its route.
  • C. G3 Beijing–Taipei Expressway
    The G3 Beijing–Taipei Expressway is a major Chinese national expressway intended to connect Beijing with the Taiwan region via coastal provinces along the country’s eastern corridor.
  • D. G60 Shanghai–Kunming Expressway
    The G60 Shanghai–Kunming Expressway is a major east–west Chinese national expressway connecting the metropolis of Shanghai with the southwestern city of Kunming, traversing multiple provinces across the country.
  • E. 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.
  • 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_69cf4287aa048190ba0263623d02b2ef completed April 3, 2026, 4:31 a.m.
NEDg Description generation batch_69cf44e9b154819091864c7dbc8edbfb completed April 3, 2026, 4:41 a.m.
NED2 Entity disambiguation (via description) batch_69cf4578473081909fc55632c366a56a completed April 3, 2026, 4:43 a.m.
Created at: March 30, 2026, 6:34 p.m.