Triple

T16092307
Position Surface form Disambiguated ID Type / Status
Subject Dangjin E390386 entity
Predicate hasTransportation P105 FINISHED
Object National Route 38
National Route 38 is a major South Korean highway that runs across the country’s midsection, connecting coastal and inland cities including Dangjin.
 E1195901 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 38 | Statement: [Dangjin, hasTransportation, National Route 38]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: National Route 38
Context triple: [Dangjin, hasTransportation, National Route 38]
  • A. National Route 38
    National Route 38 is a major national highway in Hokkaido, Japan, connecting several key cities and serving as an important transportation corridor across the region.
  • B. National Route 38
    National Route 38 is a major Argentine highway that runs through the Córdoba region, linking important tourist and urban centers such as Villa Carlos Paz.
  • C. National Route 34
    National Route 34 was a former Australian national highway route designation that once applied to the Oxley Highway in New South Wales.
  • D. National Route 34
    National Route 34 is a major Japanese national highway in Kyushu that connects the city of Tosu in Saga Prefecture with other key urban centers in the region.
  • E. National Route 37
    National Route 37 is a major Japanese national highway in Hokkaido that connects the city of Muroran with other key regional destinations along the southwestern coast.
  • 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 38
Triple: [Dangjin, hasTransportation, National Route 38]
Generated description
National Route 38 is a major South Korean highway that runs across the country’s midsection, connecting coastal and inland cities including Dangjin.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: National Route 38
Target entity description: National Route 38 is a major South Korean highway that runs across the country’s midsection, connecting coastal and inland cities including Dangjin.
  • A. National Route 38
    National Route 38 is a major national highway in Hokkaido, Japan, connecting several key cities and serving as an important transportation corridor across the region.
  • B. National Route 38
    National Route 38 is a major Argentine highway that runs through the Córdoba region, linking important tourist and urban centers such as Villa Carlos Paz.
  • C. National Route 34
    National Route 34 is a major Japanese national highway in Kyushu that connects the city of Tosu in Saga Prefecture with other key urban centers in the region.
  • D. National Route 34
    National Route 34 was a former Australian national highway route designation that once applied to the Oxley Highway in New South Wales.
  • E. National Route 37
    National Route 37 is a major Japanese national highway in Hokkaido that connects the city of Muroran with other key regional destinations along the southwestern coast.
  • 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_69d87f198bc48190a8b7e53ca15b7ead completed April 10, 2026, 4:39 a.m.
NER Named-entity recognition batch_69e1858d1264819099434d7201614d05 completed April 17, 2026, 12:57 a.m.
NED1 Entity disambiguation (via context triple) batch_69fff29da7008190aebeb35113e726ef completed May 10, 2026, 2:51 a.m.
NEDg Description generation batch_69fff3ea3b448190b5317c8d5ef3d78a completed May 10, 2026, 2:56 a.m.
NED2 Entity disambiguation (via description) batch_69fff447e1248190a3a1386946172429 completed May 10, 2026, 2:58 a.m.
Created at: April 10, 2026, 4:59 a.m.