Triple

T10898664
Position Surface form Disambiguated ID Type / Status
Subject Ring Road 3 of Hanoi E257375 entity
Predicate connectsTo P845 FINISHED
Object Phap Van–Cau Gie Expressway (via connecting roads)
Phap Van–Cau Gie Expressway is a major expressway in northern Vietnam that serves as a key southern gateway linking Hanoi to the national expressway network and routes toward central and southern regions.
E892985 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: Phap Van–Cau Gie Expressway (via connecting roads) | Statement: [Ring Road 3 of Hanoi, connectsTo, Phap Van–Cau Gie Expressway (via connecting roads)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Phap Van–Cau Gie Expressway (via connecting roads)
Context triple: [Ring Road 3 of Hanoi, connectsTo, Phap Van–Cau Gie Expressway (via connecting roads)]
  • A. 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.
  • 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. 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.
  • E. 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.
  • 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: Phap Van–Cau Gie Expressway (via connecting roads)
Triple: [Ring Road 3 of Hanoi, connectsTo, Phap Van–Cau Gie Expressway (via connecting roads)]
Generated description
Phap Van–Cau Gie Expressway is a major expressway in northern Vietnam that serves as a key southern gateway linking Hanoi to the national expressway network and routes toward central and southern regions.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Phap Van–Cau Gie Expressway (via connecting roads)
Target entity description: Phap Van–Cau Gie Expressway is a major expressway in northern Vietnam that serves as a key southern gateway linking Hanoi to the national expressway network and routes toward central and southern regions.
  • A. 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.
  • 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. 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.
  • E. 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.
  • 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_69d6aa8550c8819095508a2ed9acf3db completed April 8, 2026, 7:20 p.m.
NER Named-entity recognition batch_69d75d03a3fc81908df039b9b5ab9ca2 completed April 9, 2026, 8:02 a.m.
NED1 Entity disambiguation (via context triple) batch_69e15524ec5c8190a330ce5fc16dd11d completed April 16, 2026, 9:31 p.m.
NEDg Description generation batch_69e17d3331788190a9ee03fc4c6ca191 completed April 17, 2026, 12:22 a.m.
NED2 Entity disambiguation (via description) batch_69e1ff5b3d488190a545bee24381d01e completed April 17, 2026, 9:37 a.m.
Created at: April 8, 2026, 9:21 p.m.