Triple

T22558834
Position Surface form Disambiguated ID Type / Status
Subject Science and Education Department of the Workers' Party of Korea E557757 entity
Predicate influences P9 FINISHED
Object national science and technology strategy of North Korea
The national science and technology strategy of North Korea is the state-directed framework that prioritizes self-reliance, military and dual-use technologies, and centralized control over research and innovation to support the regime’s political and economic goals.
E1543431 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: national science and technology strategy of North Korea | Statement: [Science and Education Department of the Workers' Party of Korea, influences, national science and technology strategy of North Korea]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: national science and technology strategy of North Korea
Context triple: [Science and Education Department of the Workers' Party of Korea, influences, national science and technology strategy of North Korea]
  • A. North Korean military policy
    North Korean military policy is a state doctrine that prioritizes the armed forces at the center of politics, resource allocation, and national identity, underpinning the regime’s security and governance strategies.
  • B. North Korean nuclear weapons program
    The North Korean nuclear weapons program is the secretive and heavily militarized effort by the Democratic People’s Republic of Korea to develop, test, and deploy nuclear warheads and delivery systems in defiance of international sanctions and nonproliferation norms.
  • C. North Korean economy
    The North Korean economy is a highly centralized, state-controlled system characterized by chronic inefficiencies, international sanctions, and heavy reliance on limited foreign trade and aid.
  • D. North Korea's Five-Year economic plans
    North Korea's Five-Year economic plans are centrally planned, state-directed economic programs that set production targets and development priorities across key industries to advance the country's socialist economy.
  • E. North Korean political system
    The North Korean political system is a highly centralized, authoritarian one-party state dominated by the Workers' Party of Korea and the Kim family leadership, with pervasive state control over politics, society, and the economy.
  • 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: national science and technology strategy of North Korea
Triple: [Science and Education Department of the Workers' Party of Korea, influences, national science and technology strategy of North Korea]
Generated description
The national science and technology strategy of North Korea is the state-directed framework that prioritizes self-reliance, military and dual-use technologies, and centralized control over research and innovation to support the regime’s political and economic goals.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: national science and technology strategy of North Korea
Target entity description: The national science and technology strategy of North Korea is the state-directed framework that prioritizes self-reliance, military and dual-use technologies, and centralized control over research and innovation to support the regime’s political and economic goals.
  • A. North Korean military policy
    North Korean military policy is a state doctrine that prioritizes the armed forces at the center of politics, resource allocation, and national identity, underpinning the regime’s security and governance strategies.
  • B. North Korean nuclear weapons program
    The North Korean nuclear weapons program is the secretive and heavily militarized effort by the Democratic People’s Republic of Korea to develop, test, and deploy nuclear warheads and delivery systems in defiance of international sanctions and nonproliferation norms.
  • C. North Korean economy
    The North Korean economy is a highly centralized, state-controlled system characterized by chronic inefficiencies, international sanctions, and heavy reliance on limited foreign trade and aid.
  • D. North Korea's Five-Year economic plans
    North Korea's Five-Year economic plans are centrally planned, state-directed economic programs that set production targets and development priorities across key industries to advance the country's socialist economy.
  • E. North Korean political system
    The North Korean political system is a highly centralized, authoritarian one-party state dominated by the Workers' Party of Korea and the Kim family leadership, with pervasive state control over politics, society, and the economy.
  • 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_69e11e59db848190b4272ecd2b690ffd completed April 16, 2026, 5:37 p.m.
NER Named-entity recognition batch_69f15f7be004819083c1c8c0e7863d6f completed April 29, 2026, 1:31 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0b2d6a72448190bddf2e280b6fca76 completed May 18, 2026, 3:16 p.m.
NEDg Description generation batch_6a0b364718308190937c3b7ae90ea9df completed May 18, 2026, 3:54 p.m.
NED2 Entity disambiguation (via description) batch_6a0b37a1ecc08190ac89e862582833a0 completed May 18, 2026, 4 p.m.
Created at: April 16, 2026, 8:52 p.m.