Triple

T14506799
Position Surface form Disambiguated ID Type / Status
Subject Nonsan E340283 entity
Predicate hasMilitaryFacility P1869 FINISHED
Object Korea Army Training Center
The Korea Army Training Center is South Korea’s primary basic training facility for new army recruits, located in Nonsan.
E1102273 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: Korea Army Training Center | Statement: [Nonsan, hasMilitaryFacility, Korea Army Training Center]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Korea Army Training Center
Context triple: [Nonsan, hasMilitaryFacility, Korea Army Training Center]
  • A. Yongsan Garrison
    Yongsan Garrison is a former major U.S. military base in central Seoul, South Korea, that long served as the primary hub for American forces on the Korean Peninsula.
  • B. Camp Humphreys, South Korea
    Camp Humphreys, South Korea is a major United States Army garrison and one of the largest overseas U.S. military installations, located near Pyeongtaek in Gyeonggi Province.
  • C. Dong Ha Combat Base
    Dong Ha Combat Base was a key U.S. Marine Corps and Army installation in Quang Tri Province that served as a major logistical and defensive hub near the Vietnamese Demilitarized Zone during the Vietnam War.
  • D. Suwon Air Base
    Suwon Air Base is a major South Korean military airfield used by the Republic of Korea Air Force and hosting U.S. forces, located south of Seoul.
  • E. Kim Il Sung Military University
    Kim Il Sung Military University is a premier North Korean military academy in Pyongyang that trains the country’s elite military officers and political leadership.
  • 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: Korea Army Training Center
Triple: [Nonsan, hasMilitaryFacility, Korea Army Training Center]
Generated description
The Korea Army Training Center is South Korea’s primary basic training facility for new army recruits, located in Nonsan.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Korea Army Training Center
Target entity description: The Korea Army Training Center is South Korea’s primary basic training facility for new army recruits, located in Nonsan.
  • A. Yongsan Garrison
    Yongsan Garrison is a former major U.S. military base in central Seoul, South Korea, that long served as the primary hub for American forces on the Korean Peninsula.
  • B. Camp Humphreys, South Korea
    Camp Humphreys, South Korea is a major United States Army garrison and one of the largest overseas U.S. military installations, located near Pyeongtaek in Gyeonggi Province.
  • C. Dong Ha Combat Base
    Dong Ha Combat Base was a key U.S. Marine Corps and Army installation in Quang Tri Province that served as a major logistical and defensive hub near the Vietnamese Demilitarized Zone during the Vietnam War.
  • D. Suwon Air Base
    Suwon Air Base is a major South Korean military airfield used by the Republic of Korea Air Force and hosting U.S. forces, located south of Seoul.
  • E. Kim Il Sung Military University
    Kim Il Sung Military University is a premier North Korean military academy in Pyongyang that trains the country’s elite military officers and political leadership.
  • 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_69d822d9c0408190b9a2b3643e58bb4d completed April 9, 2026, 10:06 p.m.
NER Named-entity recognition batch_69de94e40e44819084f323f8f9982b75 completed April 14, 2026, 7:26 p.m.
NED1 Entity disambiguation (via context triple) batch_69fd6da07ff481909fb2463b0ea92849 completed May 8, 2026, 4:59 a.m.
NEDg Description generation batch_69fd6eca4ff48190b7c16d92234cb43c completed May 8, 2026, 5:04 a.m.
NED2 Entity disambiguation (via description) batch_69fd6f38ea788190a957419ca1971b15 completed May 8, 2026, 5:06 a.m.
Created at: April 10, 2026, 1:21 a.m.