Triple

T4273803
Position Surface form Disambiguated ID Type / Status
Subject Biên Hòa E96997 entity
Predicate hasTransportInfrastructure P2560 FINISHED
Object National Route 51
National Route 51 is a major Vietnamese highway that connects the industrial city of Biên Hòa with the coastal areas of Bà Rịa–Vũng Tàu, serving as a key route for freight and passenger transport in southern Vietnam.
E802593 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 51 | Statement: [Biên Hòa, hasTransportInfrastructure, National Route 51]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: National Route 51
Context triple: [Biên Hòa, hasTransportInfrastructure, National Route 51]
  • A. National Route 251
    National Route 251 is a Japanese national highway running along the coast of Nagasaki Prefecture, connecting several cities on the Shimabara Peninsula and surrounding areas.
  • B. National Highway 152
    National Highway 152 is a major Indian roadway in the state of Haryana that connects several key towns and facilitates regional transportation and commerce.
  • C. 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.
  • D. National Highway 19
    National Highway 19 is a major Indian roadway that forms part of the key east–west transport corridor connecting important cities across northern and eastern India.
  • E. National Route 15
    National Route 15 was a former Australian national highway designation that primarily followed the New England Highway corridor between New South Wales and Queensland.
  • 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 51
Triple: [Biên Hòa, hasTransportInfrastructure, National Route 51]
Generated description
National Route 51 is a major Vietnamese highway that connects the industrial city of Biên Hòa with the coastal areas of Bà Rịa–Vũng Tàu, serving as a key route for freight and passenger transport in southern Vietnam.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: National Route 51
Target entity description: National Route 51 is a major Vietnamese highway that connects the industrial city of Biên Hòa with the coastal areas of Bà Rịa–Vũng Tàu, serving as a key route for freight and passenger transport in southern Vietnam.
  • A. National Route 251
    National Route 251 is a Japanese national highway running along the coast of Nagasaki Prefecture, connecting several cities on the Shimabara Peninsula and surrounding areas.
  • B. National Highway 152
    National Highway 152 is a major Indian roadway in the state of Haryana that connects several key towns and facilitates regional transportation and commerce.
  • C. 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.
  • D. National Highway 19
    National Highway 19 is a major Indian roadway that forms part of the key east–west transport corridor connecting important cities across northern and eastern India.
  • E. National Route 15
    National Route 15 was a former Australian national highway designation that primarily followed the New England Highway corridor between New South Wales and Queensland.
  • 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_69b34544be3c819084d1ab82d29f90c5 completed March 12, 2026, 10:59 p.m.
NER Named-entity recognition batch_69b3501abb74819086b2f04ac7a5c114 completed March 12, 2026, 11:45 p.m.
NED1 Entity disambiguation (via context triple) batch_69d12cabbb088190bada143db831c466 completed April 4, 2026, 3:22 p.m.
NEDg Description generation batch_69d12e3da2848190b35cf2472c78e7a6 completed April 4, 2026, 3:29 p.m.
NED2 Entity disambiguation (via description) batch_69d12e7f03f881908f172b13bc9897d6 completed April 4, 2026, 3:30 p.m.
Created at: March 12, 2026, 11:07 p.m.