Triple

T11816861
Position Surface form Disambiguated ID Type / Status
Subject Ho Chi Minh City metropolitan area E281021 entity
Predicate hasMajorHighway P385 FINISHED
Object Ho Chi Minh City–Trung Luong Expressway E859622 NE FINISHED

How this triple was built (2 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: Ho Chi Minh City–Trung Luong Expressway | Statement: [Ho Chi Minh City metropolitan area, hasMajorHighway, Ho Chi Minh City–Trung Luong Expressway]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Ho Chi Minh City–Trung Luong Expressway
Context triple: [Ho Chi Minh City metropolitan area, hasMajorHighway, Ho Chi Minh City–Trung Luong Expressway]
  • A. Ho Chi Minh City–Trung Luong Expressway chosen
    The Ho Chi Minh City–Trung Luong Expressway is a major Vietnamese expressway connecting Ho Chi Minh City with the Mekong Delta region, significantly reducing travel time and easing traffic congestion on National Route 1.
  • B. Ho Chi Minh City–Thu Dau Mot–Chon Thanh Expressway
    The Ho Chi Minh City–Thu Dau Mot–Chon Thanh Expressway is a major planned highway in southern Vietnam designed to improve regional connectivity and reduce travel time between Ho Chi Minh City, Binh Duong Province, and Binh Phuoc Province.
  • C. Hanoi–Thai Nguyen Expressway
    The Hanoi–Thai Nguyen Expressway is a major Vietnamese highway that connects the capital city of Hanoi with Thai Nguyen Province, facilitating faster regional transport and economic development in northern Vietnam.
  • D. Hanoi–Hai Phong Expressway
    The Hanoi–Hai Phong Expressway is a major modern highway in northern Vietnam that links the capital city Hanoi with the key port city of Hai Phong, significantly reducing travel time and boosting regional trade and logistics.
  • E. Ho Chi Minh City – Long Thanh – Dau Giay Expressway
    The Ho Chi Minh City – Long Thanh – Dau Giay Expressway is a major Vietnamese expressway connecting Ho Chi Minh City with Dong Nai Province, significantly reducing travel time to the southeast region and key economic and industrial zones.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.

Provenance (3 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_69d6ab26aae88190b2489efcb2a24234 completed April 8, 2026, 7:23 p.m.
NER Named-entity recognition batch_69d8a5e760988190b50d13bba5ef5b43 completed April 10, 2026, 7:25 a.m.
NED1 Entity disambiguation (via context triple) batch_69f16705cc888190b84537bd3cfbe1c2 completed April 29, 2026, 2:03 a.m.
Created at: April 8, 2026, 9:42 p.m.