Triple

T2025773

Position	Surface form	Disambiguated ID	Type / Status
Subject	Republic of Korea Armed Forces	`E44403`	entity
Predicate	hasBranch	`P35`	FINISHED
Object	Republic of Korea Special Warfare Command The Republic of Korea Special Warfare Command is South Korea’s elite special operations force responsible for unconventional warfare, counter-terrorism, and high-risk strategic missions.	`E235665`	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: Republic of Korea Special Warfare Command | Statement: [Republic of Korea Armed Forces, hasBranch, Republic of Korea Special Warfare Command]

NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07

Target entity: Republic of Korea Special Warfare Command
Context triple: [Republic of Korea Armed Forces, hasBranch, Republic of Korea Special Warfare Command]

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–United States Combined Forces Command
The Republic of Korea–United States Combined Forces Command is a binational military headquarters that oversees the integrated defense of South Korea by coordinating and commanding combined U.S. and South Korean forces.
C. United States Forces Korea
United States Forces Korea is the U.S. military command responsible for American troops stationed in South Korea, supporting the defense of the Korean Peninsula and the U.S.–South Korea alliance.
D. 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.
E. Special Operations Command South
Special Operations Command South is a U.S. military headquarters responsible for planning and conducting special operations across Latin America and the Caribbean.
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: Republic of Korea Special Warfare Command
Triple: [Republic of Korea Armed Forces, hasBranch, Republic of Korea Special Warfare Command]

Generated description

The Republic of Korea Special Warfare Command is South Korea’s elite special operations force responsible for unconventional warfare, counter-terrorism, and high-risk strategic missions.

NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07

Target entity: Republic of Korea Special Warfare Command
Target entity description: The Republic of Korea Special Warfare Command is South Korea’s elite special operations force responsible for unconventional warfare, counter-terrorism, and high-risk strategic missions.

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–United States Combined Forces Command
The Republic of Korea–United States Combined Forces Command is a binational military headquarters that oversees the integrated defense of South Korea by coordinating and commanding combined U.S. and South Korean forces.
C. United States Forces Korea
United States Forces Korea is the U.S. military command responsible for American troops stationed in South Korea, supporting the defense of the Korean Peninsula and the U.S.–South Korea alliance.
D. 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.
E. Special Operations Command South
Special Operations Command South is a U.S. military headquarters responsible for planning and conducting special operations across Latin America and the Caribbean.
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_69a889144f2481909932f0746a93023d`	completed	March 4, 2026, 7:33 p.m.
NER	Named-entity recognition	`batch_69abb8f3faa08190a48ae1355d6e009f`	completed	March 7, 2026, 5:34 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69ae517e7c2481909d2840a734eed96b`	completed	March 9, 2026, 4:50 a.m.
NEDg	Description generation	`batch_69ae51e8aaa48190919397831d46db23`	completed	March 9, 2026, 4:51 a.m.
NED2	Entity disambiguation (via description)	`batch_69ae526dd8608190baefb3101884c83f`	completed	March 9, 2026, 4:54 a.m.

Created at: March 4, 2026, 7:38 p.m.