Triple

T7719354
Position Surface form Disambiguated ID Type / Status
Subject Gunsan E174966 entity
Predicate hasTransportInfrastructure P2560 FINISHED
Object Gunsan railway station
Gunsan railway station is a regional train station in Gunsan, South Korea, serving as a local hub for passenger rail transport.
E684560 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: Gunsan railway station | Statement: [Gunsan, hasTransportInfrastructure, Gunsan railway station]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Gunsan railway station
Context triple: [Gunsan, hasTransportInfrastructure, Gunsan railway station]
  • A. Jinju Station
    Jinju Station is a railway station in Jinju, South Korea, serving as a regional transportation hub connecting the city to other parts of the country.
  • B. Gangneung Station
    Gangneung Station is a major railway station in Gangneung, South Korea, serving as a key access point to the city and nearby coastal attractions.
  • C. Miryang Station
    Miryang Station is a major railway station in Miryang, South Korea, serving as an important junction on the country’s rail network.
  • D. Jonggak Station
    Jonggak Station is a major Seoul Metropolitan Subway station in central Seoul, South Korea, serving the bustling Jongno business and shopping district.
  • 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: Gunsan railway station
Triple: [Gunsan, hasTransportInfrastructure, Gunsan railway station]
Generated description
Gunsan railway station is a regional train station in Gunsan, South Korea, serving as a local hub for passenger rail transport.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Gunsan railway station
Target entity description: Gunsan railway station is a regional train station in Gunsan, South Korea, serving as a local hub for passenger rail transport.
  • A. Jinju Station
    Jinju Station is a railway station in Jinju, South Korea, serving as a regional transportation hub connecting the city to other parts of the country.
  • B. Gangneung Station
    Gangneung Station is a major railway station in Gangneung, South Korea, serving as a key access point to the city and nearby coastal attractions.
  • C. Miryang Station
    Miryang Station is a major railway station in Miryang, South Korea, serving as an important junction on the country’s rail network.
  • D. Jonggak Station
    Jonggak Station is a major Seoul Metropolitan Subway station in central Seoul, South Korea, serving the bustling Jongno business and shopping district.
  • 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_69c6995c463c8190a14458036249d419 completed March 27, 2026, 2:51 p.m.
NER Named-entity recognition batch_69c702eedc088190be645c029dfc462a completed March 27, 2026, 10:21 p.m.
NED1 Entity disambiguation (via context triple) batch_69c8b513f7d481908d2ce64d9685289c completed March 29, 2026, 5:13 a.m.
NEDg Description generation batch_69c8b6f7148081908f699bd5600b6c57 completed March 29, 2026, 5:21 a.m.
NED2 Entity disambiguation (via description) batch_69c8b7590ac08190ae43036828235ca7 completed March 29, 2026, 5:23 a.m.
Created at: March 27, 2026, 4:05 p.m.