Triple

T10036331

Position	Surface form	Disambiguated ID	Type / Status
Subject	Ministry of State Security of North Korea	`E205178`	entity
Predicate	cooperatesWith	`P435`	FINISHED
Object	Reconnaissance General Bureau of North Korea The Reconnaissance General Bureau of North Korea is the country’s primary foreign intelligence and clandestine operations agency, responsible for espionage, cyber operations, and covert activities abroad.	`E837970`	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: Reconnaissance General Bureau of North Korea | Statement: [Ministry of State Security of North Korea, cooperatesWith, Reconnaissance General Bureau of North Korea]

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

Target entity: Reconnaissance General Bureau of North Korea
Context triple: [Ministry of State Security of North Korea, cooperatesWith, Reconnaissance General Bureau 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. Ministry of Defence of the DPRK
The Ministry of Defence of the DPRK is North Korea’s central government body responsible for directing and administering the country’s armed forces and overall military policy.
D. Secretariat of the Workers' Party of Korea
The Secretariat of the Workers' Party of Korea is a central executive body responsible for overseeing the party’s day-to-day administrative, organizational, and policy-implementation work in North Korea.
E. 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.
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: Reconnaissance General Bureau of North Korea
Triple: [Ministry of State Security of North Korea, cooperatesWith, Reconnaissance General Bureau of North Korea]

Generated description

The Reconnaissance General Bureau of North Korea is the country’s primary foreign intelligence and clandestine operations agency, responsible for espionage, cyber operations, and covert activities abroad.

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

Target entity: Reconnaissance General Bureau of North Korea
Target entity description: The Reconnaissance General Bureau of North Korea is the country’s primary foreign intelligence and clandestine operations agency, responsible for espionage, cyber operations, and covert activities abroad.

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. Ministry of Defence of the DPRK
The Ministry of Defence of the DPRK is North Korea’s central government body responsible for directing and administering the country’s armed forces and overall military policy.
D. Secretariat of the Workers' Party of Korea
The Secretariat of the Workers' Party of Korea is a central executive body responsible for overseeing the party’s day-to-day administrative, organizational, and policy-implementation work in North Korea.
E. 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.
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_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.