Triple

T4831346

Position	Surface form	Disambiguated ID	Type / Status
Subject	Dorasan area (limited crossings)	`E107951`	entity
Predicate	monitoredBy	`P752`	FINISHED
Object	South Korean security forces South Korean security forces are the military and law enforcement units responsible for defending South Korea’s territory, maintaining internal security, and monitoring sensitive areas such as the border with North Korea.	`E44403`	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: South Korean security forces | Statement: [Dorasan area (limited crossings), monitoredBy, South Korean security forces]

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

Target entity: South Korean security forces
Context triple: [Dorasan area (limited crossings), monitoredBy, South Korean security forces]

A. Republic of Korea Armed Forces (operationally associated)
The Republic of Korea Armed Forces (operationally associated) are South Korea’s military forces, which operate in close coordination with United Nations Command and U.S. forces for the defense of the Korean Peninsula.
B. Republic of Korea military units
Republic of Korea military units are the organized armed forces formations of South Korea, encompassing its army, navy, air force, and related branches.
C. Joseon government forces
Joseon government forces were the official military and administrative troops of the Korean Joseon dynasty, responsible for maintaining internal order and defending the kingdom.
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. Republic of Korea Joint Chiefs of Staff
The Republic of Korea Joint Chiefs of Staff is South Korea’s top military command authority responsible for operational control, coordination, and strategic planning of the nation’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: South Korean security forces
Triple: [Dorasan area (limited crossings), monitoredBy, South Korean security forces]

Generated description

South Korean security forces are the military and law enforcement units responsible for defending South Korea’s territory, maintaining internal security, and monitoring sensitive areas such as the border with North Korea.

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

Target entity: South Korean security forces
Target entity description: South Korean security forces are the military and law enforcement units responsible for defending South Korea’s territory, maintaining internal security, and monitoring sensitive areas such as the border with North Korea.

A. Republic of Korea Armed Forces (operationally associated) chosen
The Republic of Korea Armed Forces (operationally associated) are South Korea’s military forces, which operate in close coordination with United Nations Command and U.S. forces for the defense of the Korean Peninsula.
B. Republic of Korea military units
Republic of Korea military units are the organized armed forces formations of South Korea, encompassing its army, navy, air force, and related branches.
C. Joseon government forces
Joseon government forces were the official military and administrative troops of the Korean Joseon dynasty, responsible for maintaining internal order and defending the kingdom.
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. Republic of Korea Joint Chiefs of Staff
The Republic of Korea Joint Chiefs of Staff is South Korea’s top military command authority responsible for operational control, coordination, and strategic planning of the nation’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_69bd43fac8188190803f0327190621e4`	completed	March 20, 2026, 12:56 p.m.
NER	Named-entity recognition	`batch_69bd6cc7c0148190a3147d5ff304ffb2`	completed	March 20, 2026, 3:50 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69be4dd4224c8190be7568bb611f81a3`	completed	March 21, 2026, 7:50 a.m.
NEDg	Description generation	`batch_69be51438c5881909f7456cdc3a60d98`	completed	March 21, 2026, 8:05 a.m.
NED2	Entity disambiguation (via description)	`batch_69be51a03f4c8190b04f0d3fe6486c24`	completed	March 21, 2026, 8:06 a.m.

Created at: March 20, 2026, 1:24 p.m.