Triple

T23314600
Position Surface form Disambiguated ID Type / Status
Subject Korean Union of Scientists and Engineers E590669 entity
Predicate worksWith P398 FINISHED
Object North Korean government ministries
North Korean government ministries are the central administrative bodies that implement state policy, manage economic and social planning, and enforce the directives of the ruling Workers’ Party in the Democratic People’s Republic of Korea.
E230055 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 government ministries | Statement: [Korean Union of Scientists and Engineers, worksWith, North Korean government ministries]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: North Korean government ministries
Context triple: [Korean Union of Scientists and Engineers, worksWith, North Korean government ministries]
  • A. North Korean government
    The North Korean government is the authoritarian ruling regime of the Democratic People's Republic of Korea, dominated by the Workers' Party of Korea and centered on the Kim family’s dynastic leadership.
  • B. Cabinet of North Korea
    The Cabinet of North Korea is the country's central administrative and executive body responsible for implementing state policies and managing the national economy under the ruling Workers' Party.
  • C. Ministry of Foreign Affairs of North Korea
    The Ministry of Foreign Affairs of North Korea is the government body responsible for managing the country's diplomatic relations, foreign policy, and international negotiations.
  • D. Ministry of Foreign Trade of North Korea
    The Ministry of Foreign Trade of North Korea is the government body responsible for managing the country’s international trade policies, agreements, and economic exchanges with foreign states.
  • E. 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.
  • 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 government ministries
Triple: [Korean Union of Scientists and Engineers, worksWith, North Korean government ministries]
Generated description
North Korean government ministries are the central administrative bodies that implement state policy, manage economic and social planning, and enforce the directives of the ruling Workers’ Party in the Democratic People’s Republic of Korea.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: North Korean government ministries
Target entity description: North Korean government ministries are the central administrative bodies that implement state policy, manage economic and social planning, and enforce the directives of the ruling Workers’ Party in the Democratic People’s Republic of Korea.
  • A. North Korean government
    The North Korean government is the authoritarian ruling regime of the Democratic People's Republic of Korea, dominated by the Workers' Party of Korea and centered on the Kim family’s dynastic leadership.
  • B. Cabinet of North Korea chosen
    The Cabinet of North Korea is the country's central administrative and executive body responsible for implementing state policies and managing the national economy under the ruling Workers' Party.
  • C. Ministry of Foreign Affairs of North Korea
    The Ministry of Foreign Affairs of North Korea is the government body responsible for managing the country's diplomatic relations, foreign policy, and international negotiations.
  • D. Ministry of Foreign Trade of North Korea
    The Ministry of Foreign Trade of North Korea is the government body responsible for managing the country’s international trade policies, agreements, and economic exchanges with foreign states.
  • E. 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.
  • F. None of above.

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_69e25d1d32188190948eb76909d1dcc3 completed April 17, 2026, 4:17 p.m.
NER Named-entity recognition batch_69f1977ee5d08190a9519d7867d6bef9 completed April 29, 2026, 5:30 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0c4ca2fb888190931e944c3df87188 completed May 19, 2026, 11:42 a.m.
NEDg Description generation batch_6a0c4e669b6481909f198d1c51b68bf3 completed May 19, 2026, 11:49 a.m.
NED2 Entity disambiguation (via description) batch_6a0c4f011a188190b801f2ae0f134356 completed May 19, 2026, 11:52 a.m.
Created at: April 17, 2026, 5:06 p.m.