Triple

T5691156
Position Surface form Disambiguated ID Type / Status
Subject Korea Creative Content Agency E125429 entity
Predicate headquartersLocation P62 FINISHED
Object Naju, South Jeolla, South Korea
Naju, in South Jeolla Province, is a city in southwestern South Korea known for its role as a regional administrative center and growing hub for high-tech and cultural industries.
 E539972 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: Naju, South Jeolla, South Korea | Statement: [Korea Creative Content Agency, headquartersLocation, Naju, South Jeolla, South Korea]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Naju, South Jeolla, South Korea
Context triple: [Korea Creative Content Agency, headquartersLocation, Naju, South Jeolla, South Korea]
  • A. Jeonju, South Korea
    Jeonju, South Korea is a historic city renowned for its well-preserved Hanok Village, traditional Korean culture, and as the birthplace of the dish bibimbap.
  • B. Gunsan, South Korea
    Gunsan, South Korea is a coastal industrial city in North Jeolla Province known for its port, manufacturing facilities, and role as a regional transportation hub.
  • C. Osan, South Korea
    Osan is a city in Gyeonggi Province, South Korea, known for its proximity to Osan Air Base and its role as a transportation and commercial hub south of Seoul.
  • D. Jinju, South Korea
    Jinju, South Korea is a historic city in South Gyeongsang Province known for its riverside fortress, role in the Imjin War, and annual lantern festival.
  • E. South Jeolla region
    The South Jeolla region is a province in southwestern South Korea known for its fertile plains, rich agricultural output, and coastal and island landscapes.
  • 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: Naju, South Jeolla, South Korea
Triple: [Korea Creative Content Agency, headquartersLocation, Naju, South Jeolla, South Korea]
Generated description
Naju, in South Jeolla Province, is a city in southwestern South Korea known for its role as a regional administrative center and growing hub for high-tech and cultural industries.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Naju, South Jeolla, South Korea
Target entity description: Naju, in South Jeolla Province, is a city in southwestern South Korea known for its role as a regional administrative center and growing hub for high-tech and cultural industries.
  • A. Jeonju, South Korea
    Jeonju, South Korea is a historic city renowned for its well-preserved Hanok Village, traditional Korean culture, and as the birthplace of the dish bibimbap.
  • B. Gunsan, South Korea
    Gunsan, South Korea is a coastal industrial city in North Jeolla Province known for its port, manufacturing facilities, and role as a regional transportation hub.
  • C. Osan, South Korea
    Osan is a city in Gyeonggi Province, South Korea, known for its proximity to Osan Air Base and its role as a transportation and commercial hub south of Seoul.
  • D. Jinju, South Korea
    Jinju, South Korea is a historic city in South Gyeongsang Province known for its riverside fortress, role in the Imjin War, and annual lantern festival.
  • E. South Jeolla region
    The South Jeolla region is a province in southwestern South Korea known for its fertile plains, rich agricultural output, and coastal and island landscapes.
  • 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_69c0082bb19c8190823a4facd3cba79b completed March 22, 2026, 3:18 p.m.
NER Named-entity recognition batch_69c023e500ec8190bfda4f6a818aa5dc completed March 22, 2026, 5:16 p.m.
NED1 Entity disambiguation (via context triple) batch_69c05a4baea481908b4766888fd3edf1 completed March 22, 2026, 9:08 p.m.
NEDg Description generation batch_69c05cfae55c81908658b4b5d5f03c96 completed March 22, 2026, 9:19 p.m.
NED2 Entity disambiguation (via description) batch_69c05e061ff88190b9387358cc8bc199 completed March 22, 2026, 9:24 p.m.
Created at: March 22, 2026, 3:44 p.m.