Triple

T23548117
Position Surface form Disambiguated ID Type / Status
Subject Pyongsan uranium mine and mill E577959 entity
Predicate operatedBy P86 FINISHED
Object Ministry of Atomic Energy Industry of North Korea
The Ministry of Atomic Energy Industry of North Korea is the government body responsible for overseeing the country’s nuclear energy and weapons-related infrastructure, including uranium mining, fuel production, and nuclear facilities.
E1590857 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 Atomic Energy Industry of North Korea | Statement: [Pyongsan uranium mine and mill, operatedBy, Ministry of Atomic Energy Industry of North Korea]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ministry of Atomic Energy Industry of North Korea
Context triple: [Pyongsan uranium mine and mill, operatedBy, Ministry of Atomic Energy Industry of North Korea]
  • A. Second Economic Committee of North Korea
    The Second Economic Committee of North Korea is a key state organ responsible for overseeing the country’s military-industrial complex, including the development and production of strategic weapons systems.
  • B. 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.
  • C. Yongbyon Nuclear Scientific Research Center
    Yongbyon Nuclear Scientific Research Center is North Korea’s primary nuclear complex, housing reactors and fuel-cycle facilities central to the country’s production of fissile material for nuclear weapons.
  • D. Ministry of Finance of North Korea
    The Ministry of Finance of North Korea is the government body responsible for managing the country's public finances, including budgeting, taxation, and fiscal policy within its centrally planned economy.
  • E. 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.
  • 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 Atomic Energy Industry of North Korea
Triple: [Pyongsan uranium mine and mill, operatedBy, Ministry of Atomic Energy Industry of North Korea]
Generated description
The Ministry of Atomic Energy Industry of North Korea is the government body responsible for overseeing the country’s nuclear energy and weapons-related infrastructure, including uranium mining, fuel production, and nuclear facilities.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Ministry of Atomic Energy Industry of North Korea
Target entity description: The Ministry of Atomic Energy Industry of North Korea is the government body responsible for overseeing the country’s nuclear energy and weapons-related infrastructure, including uranium mining, fuel production, and nuclear facilities.
  • A. Second Economic Committee of North Korea
    The Second Economic Committee of North Korea is a key state organ responsible for overseeing the country’s military-industrial complex, including the development and production of strategic weapons systems.
  • B. 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.
  • C. Yongbyon Nuclear Scientific Research Center
    Yongbyon Nuclear Scientific Research Center is North Korea’s primary nuclear complex, housing reactors and fuel-cycle facilities central to the country’s production of fissile material for nuclear weapons.
  • D. Ministry of Finance of North Korea
    The Ministry of Finance of North Korea is the government body responsible for managing the country's public finances, including budgeting, taxation, and fiscal policy within its centrally planned economy.
  • E. 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.
  • 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_69e245fa93448190919cb04534560542 completed April 17, 2026, 2:38 p.m.
NER Named-entity recognition batch_69f1aecc2af08190aec07cf9126d4e72 completed April 29, 2026, 7:10 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0cdf64472c81908be229baf3393939 completed May 19, 2026, 10:08 p.m.
NEDg Description generation batch_6a0ce1c95bf48190885b616924a1d8c1 completed May 19, 2026, 10:18 p.m.
NED2 Entity disambiguation (via description) batch_6a0ce2ab0d3081908a9c4c097d520011 completed May 19, 2026, 10:22 p.m.
Created at: April 17, 2026, 6:11 p.m.