Triple

T10036330

Position	Surface form	Disambiguated ID	Type / Status
Subject	Ministry of State Security of North Korea	`E205178`	entity
Predicate	cooperatesWith	`P435`	FINISHED
Object	Ministry of Social Security of North Korea The Ministry of Social Security of North Korea is a key government body responsible for internal security, policing, and social control within the country.	`E205178`	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: Ministry of Social Security of North Korea | Statement: [Ministry of State Security of North Korea, cooperatesWith, Ministry of Social Security of North Korea]

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

Target entity: Ministry of Social Security of North Korea
Context triple: [Ministry of State Security of North Korea, cooperatesWith, Ministry of Social Security of North Korea]

A. Ministry of State Security of North Korea
The Ministry of State Security of North Korea is the regime’s primary secret police and intelligence agency, responsible for internal surveillance, political repression, and protecting the Kim family’s authoritarian rule.
B. Administrative Council of North Korea
The Administrative Council of North Korea was the former executive governing body of the country that functioned as the main state administrative organ before being succeeded by the Cabinet of North Korea.
C. State Affairs Commission of North Korea
The State Affairs Commission of North Korea is the country’s highest governing body, chaired by the supreme leader and responsible for overarching state policy, including control of the military and security apparatus.
D. Ministry of Foreign Affairs of North Korea
The Ministry of Foreign Affairs of North Korea is the government body responsible for managing the country's diplomatic relations, foreign policy, and international negotiations.
E. Ministry of Education of North Korea
The Ministry of Education of North Korea is the state body responsible for overseeing and controlling the country’s education system, including its major universities and ideological curricula.
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: Ministry of Social Security of North Korea
Triple: [Ministry of State Security of North Korea, cooperatesWith, Ministry of Social Security of North Korea]

Generated description

The Ministry of Social Security of North Korea is a key government body responsible for internal security, policing, and social control within the country.

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

Target entity: Ministry of Social Security of North Korea
Target entity description: The Ministry of Social Security of North Korea is a key government body responsible for internal security, policing, and social control within the country.

A. Ministry of State Security of North Korea chosen
The Ministry of State Security of North Korea is the regime’s primary secret police and intelligence agency, responsible for internal surveillance, political repression, and protecting the Kim family’s authoritarian rule.
B. Administrative Council of North Korea
The Administrative Council of North Korea was the former executive governing body of the country that functioned as the main state administrative organ before being succeeded by the Cabinet of North Korea.
C. State Affairs Commission of North Korea
The State Affairs Commission of North Korea is the country’s highest governing body, chaired by the supreme leader and responsible for overarching state policy, including control of the military and security apparatus.
D. Ministry of Foreign Affairs of North Korea
The Ministry of Foreign Affairs of North Korea is the government body responsible for managing the country's diplomatic relations, foreign policy, and international negotiations.
E. Ministry of Education of North Korea
The Ministry of Education of North Korea is the state body responsible for overseeing and controlling the country’s education system, including its major universities and ideological curricula.
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_69ca834f70e88190b2d74828b7767ec1`	completed	March 30, 2026, 2:06 p.m.
NER	Named-entity recognition	`batch_69cdce4bb3408190ac5dae4718ef7cad`	completed	April 2, 2026, 2:02 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69d28258ab088190a31ad5854d91193b`	completed	April 5, 2026, 3:40 p.m.
NEDg	Description generation	`batch_69d2867128ec8190a91cfc9def68c2be`	completed	April 5, 2026, 3:57 p.m.
NED2	Entity disambiguation (via description)	`batch_69d286fdd2c88190b0ce5070c7875dcc`	completed	April 5, 2026, 3:59 p.m.

Created at: March 30, 2026, 8:55 p.m.