Triple

T5695518
Position Surface form Disambiguated ID Type / Status
Subject Zhengzhou E125528 entity
Predicate expresswayJunctionOf P41155 FINISHED
Object G4 Beijing–Hong Kong–Macau Expressway E206628 NE FINISHED

How this triple was built (3 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: G4 Beijing–Hong Kong–Macau Expressway | Statement: [Zhengzhou, expresswayJunctionOf, G4 Beijing–Hong Kong–Macau Expressway]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: G4 Beijing–Hong Kong–Macau Expressway
Context triple: [Zhengzhou, expresswayJunctionOf, G4 Beijing–Hong Kong–Macau Expressway]
  • A. G4 Beijing–Hong Kong–Macau Expressway chosen
    The G4 Beijing–Hong Kong–Macau Expressway is a major north–south Chinese national expressway linking Beijing with Hong Kong and Macau, passing through numerous key cities along its route.
  • 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. 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.
  • D. Beijing–Harbin Expressway
    The Beijing–Harbin Expressway is a major Chinese north–south highway that connects the capital Beijing with the northeastern city of Harbin, serving as a key transportation corridor in the region.
  • E. 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.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: expresswayJunctionOf
Context triple: [Zhengzhou, expresswayJunctionOf, G4 Beijing–Hong Kong–Macau Expressway]
  • A. roadTerminusOf
    Indicates that a road ends at, or has its terminal point at, the referenced location or route.
  • B. roadJunctionIncludes
    Indicates that a road junction spatially contains or encompasses a specific road segment or related roadway element as part of its structure.
  • C. nearJunctionOf
    Indicates that one entity is located close to the point where two or more linear features (such as roads, tracks, or paths) meet or intersect.
  • D. roadJunctionRelation chosen
    Indicates a spatial connection where two or more roads meet, intersect, or join at a junction.
  • E. connectsToHighway
    Indicates that one location, road, or route has a direct access point or linkage to a highway.
  • F. None of above.

Provenance (4 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_69c0082bb19c8190823a4facd3cba79b completed March 22, 2026, 3:18 p.m.
NER Named-entity recognition batch_69c029014588819094a2a0f6f9b66bab completed March 22, 2026, 5:38 p.m.
NED1 Entity disambiguation (via context triple) batch_69c05a5635448190ada625283405752f completed March 22, 2026, 9:08 p.m.
PD Predicate disambiguation batch_69c021c0e0408190ab6c3cd3f907e80f completed March 22, 2026, 5:07 p.m.
Created at: March 22, 2026, 3:45 p.m.