Triple

T10898661
Position Surface form Disambiguated ID Type / Status
Subject Ring Road 3 of Hanoi E257375 entity
Predicate connectsTo P845 FINISHED
Object 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.
E896008 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: National Highway 32 (Vietnam) | Statement: [Ring Road 3 of Hanoi, connectsTo, National Highway 32 (Vietnam)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: National Highway 32 (Vietnam)
Context triple: [Ring Road 3 of Hanoi, connectsTo, National Highway 32 (Vietnam)]
  • 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. National Highway 5 (Vietnam)
    National Highway 5 (Vietnam) is a major arterial road linking Hanoi to the port city of Hai Phong, serving as one of the country’s most important economic and transportation corridors.
  • C. 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.
  • 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. National highways of Vietnam
    The national highways of Vietnam form the country’s primary road network, linking major cities, provinces, and districts such as Mê Linh and serving as key corridors for transportation and economic activity.
  • 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: National Highway 32 (Vietnam)
Triple: [Ring Road 3 of Hanoi, connectsTo, National Highway 32 (Vietnam)]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: National Highway 32 (Vietnam)
Target entity description: 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.
  • 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. National Highway 5 (Vietnam)
    National Highway 5 (Vietnam) is a major arterial road linking Hanoi to the port city of Hai Phong, serving as one of the country’s most important economic and transportation corridors.
  • C. 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.
  • 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. National highways of Vietnam
    The national highways of Vietnam form the country’s primary road network, linking major cities, provinces, and districts such as Mê Linh and serving as key corridors for transportation and economic activity.
  • 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_69e23baecb008190b74bcbad1db61a91 completed April 17, 2026, 1:54 p.m.
NEDg Description generation batch_69e2453f6f008190847298f4006290f7 completed April 17, 2026, 2:35 p.m.
NED2 Entity disambiguation (via description) batch_69e288b1d64c8190b31313634b706d0a completed April 17, 2026, 7:23 p.m.
Created at: April 8, 2026, 9:21 p.m.