Triple

T21726192
Position Surface form Disambiguated ID Type / Status
Subject Ministry of State Security (North Korea) E536279 entity
Predicate cooperatesWith P435 FINISHED
Object Ministry of People’s Security (North Korea) NE NERFINISHED

How this triple was built (3 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 People’s Security (North Korea) | Statement: [Ministry of State Security (North Korea), cooperatesWith, Ministry of People’s Security (North Korea)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ministry of People’s Security (North Korea)
Context triple: [Ministry of State Security (North Korea), cooperatesWith, Ministry of People’s Security (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. 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.
  • C. Civil Defense Department of the Workers' Party of Korea
    The Civil Defense Department of the Workers' Party of Korea is an organizational body within North Korea’s ruling party responsible for overseeing civil defense, mobilization, and related internal security functions.
  • D. 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.
  • E. 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.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Ministry of People’s Security (North Korea)
Target entity description: The Ministry of People’s Security (North Korea) is the country’s national police and internal security agency responsible for public order, surveillance, and social control.
  • 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. 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.
  • C. Civil Defense Department of the Workers' Party of Korea
    The Civil Defense Department of the Workers' Party of Korea is an organizational body within North Korea’s ruling party responsible for overseeing civil defense, mobilization, and related internal security functions.
  • D. 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.
  • E. 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.
  • F. None of above. chosen

Provenance (2 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_69e0c46d3284819099a4f9d5a704eb95 completed April 16, 2026, 11:13 a.m.
NER Named-entity recognition batch_69efd972ed248190bd0d4ac43efccbfd completed April 27, 2026, 9:47 p.m.
Created at: April 16, 2026, 6:48 p.m.