Triple

T19117043
Position Surface form Disambiguated ID Type / Status
Subject Gimpo Goldline E467932 entity
Predicate locale P387 FINISHED
Object Gimpo, Gyeonggi-do, South Korea
Gimpo, Gyeonggi-do, South Korea is a rapidly growing satellite city west of Seoul known for its residential developments, transportation links, and proximity to Gimpo International Airport.
 E1359233 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: Gimpo, Gyeonggi-do, South Korea | Statement: [Gimpo Goldline, locale, Gimpo, Gyeonggi-do, South Korea]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Gimpo, Gyeonggi-do, South Korea
Context triple: [Gimpo Goldline, locale, Gimpo, Gyeonggi-do, South Korea]
  • A. Gwacheon, Gyeonggi-do, South Korea
    Gwacheon, in Gyeonggi-do, South Korea, is a planned city just south of Seoul known for its cultural institutions, government complexes, and proximity to major museums and parks.
  • B. Goyang, Gyeonggi Province, South Korea
    Goyang is a major satellite city northwest of Seoul in Gyeonggi Province, South Korea, known for its large residential districts, cultural venues, and strategic military presence.
  • C. Yongin, Gyeonggi-do, South Korea
    Yongin is a rapidly growing city in Gyeonggi Province, South Korea, known for its cultural institutions, universities, and major attractions such as Everland Resort and the Korean Folk Village.
  • D. Pyeongtaek, Gyeonggi Province, South Korea
    Pyeongtaek in Gyeonggi Province, South Korea, is a major port and industrial city that hosts one of the largest U.S. military installations overseas.
  • E. Seongnam, Gyeonggi-do, South Korea
    Seongnam is a major satellite city southeast of Seoul in Gyeonggi Province, known as a key technology and business hub in South Korea.
  • 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: Gimpo, Gyeonggi-do, South Korea
Triple: [Gimpo Goldline, locale, Gimpo, Gyeonggi-do, South Korea]
Generated description
Gimpo, Gyeonggi-do, South Korea is a rapidly growing satellite city west of Seoul known for its residential developments, transportation links, and proximity to Gimpo International Airport.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Gimpo, Gyeonggi-do, South Korea
Target entity description: Gimpo, Gyeonggi-do, South Korea is a rapidly growing satellite city west of Seoul known for its residential developments, transportation links, and proximity to Gimpo International Airport.
  • A. Gwacheon, Gyeonggi-do, South Korea
    Gwacheon, in Gyeonggi-do, South Korea, is a planned city just south of Seoul known for its cultural institutions, government complexes, and proximity to major museums and parks.
  • B. Goyang, Gyeonggi Province, South Korea
    Goyang is a major satellite city northwest of Seoul in Gyeonggi Province, South Korea, known for its large residential districts, cultural venues, and strategic military presence.
  • C. Yongin, Gyeonggi-do, South Korea
    Yongin is a rapidly growing city in Gyeonggi Province, South Korea, known for its cultural institutions, universities, and major attractions such as Everland Resort and the Korean Folk Village.
  • D. Pyeongtaek, Gyeonggi Province, South Korea
    Pyeongtaek in Gyeonggi Province, South Korea, is a major port and industrial city that hosts one of the largest U.S. military installations overseas.
  • E. Seongnam, Gyeonggi-do, South Korea
    Seongnam is a major satellite city southeast of Seoul in Gyeonggi Province, known as a key technology and business hub in South Korea.
  • 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_69d8dd06a26481908039e2a1bae8c597 completed April 10, 2026, 11:20 a.m.
NER Named-entity recognition batch_69e5e399a6d8819090a9501ff1637b9d completed April 20, 2026, 8:28 a.m.
NED1 Entity disambiguation (via context triple) batch_6a05e671f2988190a74d53989124026b completed May 14, 2026, 3:12 p.m.
NEDg Description generation batch_6a05e9406ba48190a50f4ea6b413e1f4 completed May 14, 2026, 3:24 p.m.
NED2 Entity disambiguation (via description) batch_6a05e9c0d35081909b6ce3c287af5d5f completed May 14, 2026, 3:26 p.m.
Created at: April 10, 2026, 12:05 p.m.