Triple

T1032663
Position Surface form Disambiguated ID Type / Status
Subject Korean People's Army E22286 entity
Predicate militaryBranch P253 FINISHED
Object Special Operation Force of the Korean People's Army
The Special Operation Force of the Korean People's Army is North Korea's elite special forces branch, trained for unconventional warfare, infiltration, and high-risk missions behind enemy lines.
 E22286 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: Special Operation Force of the Korean People's Army | Statement: [Korean People's Army, militaryBranch, Special Operation Force of the Korean People's Army]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Special Operation Force of the Korean People's Army
Context triple: [Korean People's Army, militaryBranch, Special Operation Force of the Korean People's Army]
  • A. Special Operations Command Korea
    Special Operations Command Korea is a U.S. military special operations headquarters responsible for planning and conducting special operations on the Korean Peninsula.
  • B. Republic of Korea Army
    The Republic of Korea Army is the land warfare branch of South Korea’s armed forces, responsible for defending the Korean Peninsula and serving as the country’s primary ground combat force.
  • C. Inchon Regiment
    The Inchon Regiment is a nickname for the U.S. Marine Corps' 1st Marine Regiment, commemorating its pivotal role in the 1950 amphibious landing at Inchon during the Korean War.
  • D. Korean People's Army
    The Korean People's Army is the military force of North Korea, encompassing its ground, naval, air, strategic, and special operations branches.
  • E. General Political Bureau of the Korean People's Army
    The General Political Bureau of the Korean People's Army is the top political organ responsible for ideological control, party oversight, and loyalty enforcement within North Korea’s armed forces.
  • 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: Special Operation Force of the Korean People's Army
Triple: [Korean People's Army, militaryBranch, Special Operation Force of the Korean People's Army]
Generated description
The Special Operation Force of the Korean People's Army is North Korea's elite special forces branch, trained for unconventional warfare, infiltration, and high-risk missions behind enemy lines.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Special Operation Force of the Korean People's Army
Target entity description: The Special Operation Force of the Korean People's Army is North Korea's elite special forces branch, trained for unconventional warfare, infiltration, and high-risk missions behind enemy lines.
  • A. Special Operations Command Korea
    Special Operations Command Korea is a U.S. military special operations headquarters responsible for planning and conducting special operations on the Korean Peninsula.
  • B. Republic of Korea Army
    The Republic of Korea Army is the land warfare branch of South Korea’s armed forces, responsible for defending the Korean Peninsula and serving as the country’s primary ground combat force.
  • C. Inchon Regiment
    The Inchon Regiment is a nickname for the U.S. Marine Corps' 1st Marine Regiment, commemorating its pivotal role in the 1950 amphibious landing at Inchon during the Korean War.
  • D. Korean People's Army chosen
    The Korean People's Army is the military force of North Korea, encompassing its ground, naval, air, strategic, and special operations branches.
  • E. General Political Bureau of the Korean People's Army
    The General Political Bureau of the Korean People's Army is the top political organ responsible for ideological control, party oversight, and loyalty enforcement within North Korea’s armed forces.
  • F. None of above.

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_69a493d848848190aed4011b34b2e8d3 completed March 1, 2026, 7:30 p.m.
NER Named-entity recognition batch_69a4b811916481908c05c2dd5ec802ec completed March 1, 2026, 10:05 p.m.
NED1 Entity disambiguation (via context triple) batch_69ac5ea00134819093161cb9a38ee2b9 completed March 7, 2026, 5:21 p.m.
NEDg Description generation batch_69ac5ff47f98819098549c6a6a423884 completed March 7, 2026, 5:27 p.m.
NED2 Entity disambiguation (via description) batch_69ac60568248819098b5225464a6234b completed March 7, 2026, 5:28 p.m.
Created at: March 1, 2026, 7:41 p.m.