Triple

T22628912
Position Surface form Disambiguated ID Type / Status
Subject Lao Bao International Border Gate E558496 entity
Predicate roadConnection P385 FINISHED
Object National Route 9 (Vietnam)
National Route 9 (Vietnam) is a major east–west highway in central Vietnam that links the coastal region to the Lao border and forms part of an important trans-Indochina transport corridor.
E1546340 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 Route 9 (Vietnam) | Statement: [Lao Bao International Border Gate, roadConnection, National Route 9 (Vietnam)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: National Route 9 (Vietnam)
Context triple: [Lao Bao International Border Gate, roadConnection, National Route 9 (Vietnam)]
  • A. National Route 1A of Vietnam
    National Route 1A of Vietnam is the country’s principal north–south highway, running along much of its length and connecting major cities and provinces, including the coastal city of Quy Nhơn.
  • 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. 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.
  • D. 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.
  • E. N9 national route
    The N9 national route is a major South African highway that connects the coastal town of George with inland regions, facilitating long-distance travel and transport.
  • 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 Route 9 (Vietnam)
Triple: [Lao Bao International Border Gate, roadConnection, National Route 9 (Vietnam)]
Generated description
National Route 9 (Vietnam) is a major east–west highway in central Vietnam that links the coastal region to the Lao border and forms part of an important trans-Indochina transport corridor.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: National Route 9 (Vietnam)
Target entity description: National Route 9 (Vietnam) is a major east–west highway in central Vietnam that links the coastal region to the Lao border and forms part of an important trans-Indochina transport corridor.
  • A. National Route 1A of Vietnam
    National Route 1A of Vietnam is the country’s principal north–south highway, running along much of its length and connecting major cities and provinces, including the coastal city of Quy Nhơn.
  • 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. 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.
  • D. 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.
  • E. N9 national route
    The N9 national route is a major South African highway that connects the coastal town of George with inland regions, facilitating long-distance travel and transport.
  • 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_69e245467d9881908d6985bd0db7a1f1 completed April 17, 2026, 2:35 p.m.
NER Named-entity recognition batch_69f16e3febd081909ff21abef1e4035d completed April 29, 2026, 2:34 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0b4e093d288190bd46a771227981b8 completed May 18, 2026, 5:36 p.m.
NEDg Description generation batch_6a0b4f13b2fc8190807c8dda3733cf53 completed May 18, 2026, 5:40 p.m.
NED2 Entity disambiguation (via description) batch_6a0b4fffea548190b0c3d9cce1c89aa9 completed May 18, 2026, 5:44 p.m.
Created at: April 17, 2026, 3:02 p.m.