Triple

T1810535
Position Surface form Disambiguated ID Type / Status
Subject Long Biên District E40320 entity
Predicate hasTransportConnection P845 FINISHED
Object National Highway 5
National Highway 5 is a major roadway in northern Vietnam that connects the capital city of Hanoi with the port city of Hai Phong, serving as a key economic and transportation corridor.
E838186 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 5 | Statement: [Long Biên District, hasTransportConnection, National Highway 5]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: National Highway 5
Context triple: [Long Biên District, hasTransportConnection, National Highway 5]
  • A. National Highway 55
    National Highway 55 is a major Indian roadway in Odisha that serves as a key transport corridor linking Cuttack with other important regional destinations.
  • B. National Highway 6
    National Highway 6 is a key Indian roadway that connects the northeastern city of Silchar to other important regional destinations, facilitating trade and travel across the area.
  • C. National Highway 71
    National Highway 71 is a significant roadway in India that connects key cities and facilitates regional transportation and commerce, including access to the pilgrimage center of Tirupati.
  • D. National Highway 48
    National Highway 48 is a major Indian roadway that forms part of the primary north–south transport corridor, linking key cities such as Delhi, Jaipur, Ahmedabad, Mumbai, and Bengaluru.
  • E. National Route 50
    National Route 50 is a major Japanese highway that connects the Kanto and Tohoku regions, serving as an important east–west transportation corridor in eastern Honshu.
  • 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 5
Triple: [Long Biên District, hasTransportConnection, National Highway 5]
Generated description
National Highway 5 is a major roadway in northern Vietnam that connects the capital city of Hanoi with the port city of Hai Phong, serving as a key economic and transportation corridor.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: National Highway 5
Target entity description: National Highway 5 is a major roadway in northern Vietnam that connects the capital city of Hanoi with the port city of Hai Phong, serving as a key economic and transportation corridor.
  • A. National Highway 55
    National Highway 55 is a major Indian roadway in Odisha that serves as a key transport corridor linking Cuttack with other important regional destinations.
  • B. National Highway 6
    National Highway 6 is a key Indian roadway that connects the northeastern city of Silchar to other important regional destinations, facilitating trade and travel across the area.
  • C. National Highway 71
    National Highway 71 is a significant roadway in India that connects key cities and facilitates regional transportation and commerce, including access to the pilgrimage center of Tirupati.
  • D. National Highway 48
    National Highway 48 is a major Indian roadway that forms part of the primary north–south transport corridor, linking key cities such as Delhi, Jaipur, Ahmedabad, Mumbai, and Bengaluru.
  • E. National Route 50
    National Route 50 is a major Japanese highway that connects the Kanto and Tohoku regions, serving as an important east–west transportation corridor in eastern Honshu.
  • 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_69a88643a3388190a612f2ebe1fb29e7 completed March 4, 2026, 7:21 p.m.
NER Named-entity recognition batch_69aa65c461e881908070cb80d9092981 completed March 6, 2026, 5:27 a.m.
NED1 Entity disambiguation (via context triple) batch_69d29964080881909fd07de536667fbd completed April 5, 2026, 5:18 p.m.
NEDg Description generation batch_69d29b28f48081909f7e0487800ebe52 completed April 5, 2026, 5:26 p.m.
NED2 Entity disambiguation (via description) batch_69d29be3713c819089843c4ec2be93f1 completed April 5, 2026, 5:29 p.m.
Created at: March 4, 2026, 7:32 p.m.