Triple

T11786643
Position Surface form Disambiguated ID Type / Status
Subject Bình Xuyên District E280284 entity
Predicate hasTransportConnection P845 FINISHED
Object Hà Nội–Lào Cai Expressway
The Hà Nội–Lào Cai Expressway is a major modern highway in northern Vietnam that connects the capital city Hà Nội with the mountainous Lào Cai Province near the Chinese border, significantly improving regional transport and trade.
E946465 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: Hà Nội–Lào Cai Expressway | Statement: [Bình Xuyên District, hasTransportConnection, Hà Nội–Lào Cai Expressway]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Hà Nội–Lào Cai Expressway
Context triple: [Bình Xuyên District, hasTransportConnection, Hà Nội–Lào Cai Expressway]
  • A. 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.
  • B. 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.
  • C. Ho Chi Minh City–Trung Luong Expressway
    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.
  • D. 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.
  • E. National Highway 32 (Vietnam)
    National Highway 32 (Vietnam) is a major roadway that runs northwest from Hanoi through several northern provinces, serving as an important transport corridor in the Red River Delta and northern midland regions.
  • 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: Hà Nội–Lào Cai Expressway
Triple: [Bình Xuyên District, hasTransportConnection, Hà Nội–Lào Cai Expressway]
Generated description
The Hà Nội–Lào Cai Expressway is a major modern highway in northern Vietnam that connects the capital city Hà Nội with the mountainous Lào Cai Province near the Chinese border, significantly improving regional transport and trade.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Hà Nội–Lào Cai Expressway
Target entity description: The Hà Nội–Lào Cai Expressway is a major modern highway in northern Vietnam that connects the capital city Hà Nội with the mountainous Lào Cai Province near the Chinese border, significantly improving regional transport and trade.
  • A. 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.
  • B. 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.
  • C. Ho Chi Minh City–Trung Luong Expressway
    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.
  • D. 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.
  • E. National Highway 32 (Vietnam)
    National Highway 32 (Vietnam) is a major roadway that runs northwest from Hanoi through several northern provinces, serving as an important transport corridor in the Red River Delta and northern midland regions.
  • 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_69d6ab258b808190b1735835c841e3a4 completed April 8, 2026, 7:23 p.m.
NER Named-entity recognition batch_69d8a586803481909af0032c35ca6e51 completed April 10, 2026, 7:23 a.m.
NED1 Entity disambiguation (via context triple) batch_69f090e8828481908baa7f6067190db3 completed April 28, 2026, 10:50 a.m.
NEDg Description generation batch_69f0bd3f39608190b29027b30664bd9c completed April 28, 2026, 1:59 p.m.
NED2 Entity disambiguation (via description) batch_69f0ef5afd448190953b5d9929478132 completed April 28, 2026, 5:33 p.m.
Created at: April 8, 2026, 9:42 p.m.