Triple

T17571928
Position Surface form Disambiguated ID Type / Status
Subject Gwangmyeong E427958 entity
Predicate hasTransport P1298 FINISHED
Object Gwangmyeong Junction
Gwangmyeong Junction is a major highway interchange in Gwangmyeong, South Korea, connecting key expressways and facilitating regional traffic flow.
E1277739 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: Gwangmyeong Junction | Statement: [Gwangmyeong, hasTransport, Gwangmyeong Junction]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Gwangmyeong Junction
Context triple: [Gwangmyeong, hasTransport, Gwangmyeong Junction]
  • A. Nokdong Station
    Nokdong Station is a metro station on the Gwangju Metro system in Gwangju, South Korea, serving local commuters and connecting them to the city’s urban rail network.
  • B. Hwanggumbol Station
    Hwanggumbol Station is a stop on the Pyongyang Metro system in North Korea, serving passengers on one of the capital’s underground lines.
  • C. Cheonan Station
    Cheonan Station is a major railway hub in Cheonan, South Korea, serving conventional rail and subway lines that connect the city with the greater Seoul metropolitan area and other regions.
  • D. Jungang Station
    Jungang Station is a railway station serving the city of Ansan in Gyeonggi Province, South Korea, providing local and commuter rail connections.
  • E. Jang Bogo Station
    Jang Bogo Station is a South Korean Antarctic research base located on the Scott Coast of Victoria Land, supporting studies in fields such as climate science, glaciology, and marine biology.
  • 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: Gwangmyeong Junction
Triple: [Gwangmyeong, hasTransport, Gwangmyeong Junction]
Generated description
Gwangmyeong Junction is a major highway interchange in Gwangmyeong, South Korea, connecting key expressways and facilitating regional traffic flow.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Gwangmyeong Junction
Target entity description: Gwangmyeong Junction is a major highway interchange in Gwangmyeong, South Korea, connecting key expressways and facilitating regional traffic flow.
  • A. Nokdong Station
    Nokdong Station is a metro station on the Gwangju Metro system in Gwangju, South Korea, serving local commuters and connecting them to the city’s urban rail network.
  • B. Hwanggumbol Station
    Hwanggumbol Station is a stop on the Pyongyang Metro system in North Korea, serving passengers on one of the capital’s underground lines.
  • C. Cheonan Station
    Cheonan Station is a major railway hub in Cheonan, South Korea, serving conventional rail and subway lines that connect the city with the greater Seoul metropolitan area and other regions.
  • D. Jungang Station
    Jungang Station is a railway station serving the city of Ansan in Gyeonggi Province, South Korea, providing local and commuter rail connections.
  • E. Jang Bogo Station
    Jang Bogo Station is a South Korean Antarctic research base located on the Scott Coast of Victoria Land, supporting studies in fields such as climate science, glaciology, and marine biology.
  • 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_69d889e0385081908a04b66f4dd4bd0d completed April 10, 2026, 5:25 a.m.
NER Named-entity recognition batch_69e459324aa48190ae23fcae6e8919f8 completed April 19, 2026, 4:25 a.m.
NED1 Entity disambiguation (via context triple) batch_6a01e80fd92881908714f3eb415b7d57 completed May 11, 2026, 2:30 p.m.
NEDg Description generation batch_6a01ecfb2ff4819082f67ab1f2ce8885 completed May 11, 2026, 2:51 p.m.
NED2 Entity disambiguation (via description) batch_6a01ee0c03e881908aaaa3bd0f596387 completed May 11, 2026, 2:56 p.m.
Created at: April 10, 2026, 5:50 a.m.