Triple

T4893581
Position Surface form Disambiguated ID Type / Status
Subject RFA Korean Service E109619 entity
Predicate topic P261 FINISHED
Object 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.
E479380 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: North Korean economy | Statement: [RFA Korean Service, topic, North Korean economy]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: North Korean economy
Context triple: [RFA Korean Service, topic, North Korean economy]
  • A. 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.
  • B. North Korean mass organizations
    North Korean mass organizations are state-controlled groups that mobilize citizens for political, ideological, and social campaigns under the centralized authority of the ruling party leadership.
  • C. 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.
  • D. 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.
  • E. North Korean constitution
    The North Korean constitution is the supreme legal document of the Democratic People’s Republic of Korea, enshrining the ruling Workers’ Party’s ideology, leadership structure, and centralized socialist system.
  • 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: North Korean economy
Triple: [RFA Korean Service, topic, North Korean economy]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: North Korean economy
Target entity description: 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.
  • A. 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.
  • B. North Korean mass organizations
    North Korean mass organizations are state-controlled groups that mobilize citizens for political, ideological, and social campaigns under the centralized authority of the ruling party leadership.
  • C. 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.
  • D. 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.
  • E. North Korean constitution
    The North Korean constitution is the supreme legal document of the Democratic People’s Republic of Korea, enshrining the ruling Workers’ Party’s ideology, leadership structure, and centralized socialist system.
  • 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_69bd4410bbf88190aad50d2451c863d6 completed March 20, 2026, 12:56 p.m.
NER Named-entity recognition batch_69bd6e257b0481909fd60eb29351b6d8 completed March 20, 2026, 3:56 p.m.
NED1 Entity disambiguation (via context triple) batch_69be6fc2f00881908cae1e68df2019e3 completed March 21, 2026, 10:15 a.m.
NEDg Description generation batch_69be719fca14819088006bfa592ae5d3 completed March 21, 2026, 10:23 a.m.
NED2 Entity disambiguation (via description) batch_69be720c2ca88190beed1944a7063197 completed March 21, 2026, 10:25 a.m.
Created at: March 20, 2026, 1:28 p.m.