Triple

T16092306
Position Surface form Disambiguated ID Type / Status
Subject Dangjin E390386 entity
Predicate hasTransportation P105 FINISHED
Object National Route 32
National Route 32 is a major South Korean highway that serves as an important transportation corridor connecting the city of Dangjin with other regions.
 E1194835 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 32 | Statement: [Dangjin, hasTransportation, National Route 32]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: National Route 32
Context triple: [Dangjin, hasTransportation, National Route 32]
  • A. National Route 32
    National Route 32 is a major Vietnamese highway that connects Hanoi with several northwestern provinces, serving as an important regional transport corridor.
  • B. National Route 32
    National Route 32 was a former Australian national highway designation applied to the Great Western Highway corridor in New South Wales.
  • C. National Route 36
    National Route 36 is a major Argentine highway that connects the city of Río Cuarto with other key urban centers in the Córdoba province and beyond.
  • D. National Route 36
    National Route 36 is a major Japanese highway in Hokkaido that connects the cities of Sapporo and Muroran, serving as an important coastal transportation corridor.
  • E. 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.
  • 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 32
Triple: [Dangjin, hasTransportation, National Route 32]
Generated description
National Route 32 is a major South Korean highway that serves as an important transportation corridor connecting the city of Dangjin with other regions.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: National Route 32
Target entity description: National Route 32 is a major South Korean highway that serves as an important transportation corridor connecting the city of Dangjin with other regions.
  • A. National Route 32
    National Route 32 is a major Vietnamese highway that connects Hanoi with several northwestern provinces, serving as an important regional transport corridor.
  • B. National Route 32
    National Route 32 was a former Australian national highway designation applied to the Great Western Highway corridor in New South Wales.
  • C. National Route 36
    National Route 36 is a major Japanese highway in Hokkaido that connects the cities of Sapporo and Muroran, serving as an important coastal transportation corridor.
  • D. National Route 36
    National Route 36 is a major Argentine highway that connects the city of Río Cuarto with other key urban centers in the Córdoba province and beyond.
  • E. 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.
  • 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_69ffeb9550f0819092660f6c4b0d708e completed May 10, 2026, 2:21 a.m.
NEDg Description generation batch_69ffed526eac8190968a19738ab019e7 completed May 10, 2026, 2:28 a.m.
NED2 Entity disambiguation (via description) batch_69ffedda25fc8190b9eef3e7752f95f5 completed May 10, 2026, 2:30 a.m.
Created at: April 10, 2026, 4:59 a.m.