Triple

T4831347
Position Surface form Disambiguated ID Type / Status
Subject Dorasan area (limited crossings) E107951 entity
Predicate monitoredBy P752 FINISHED
Object North Korean security forces
North Korean security forces are the state’s tightly controlled military and police apparatus responsible for border security, internal surveillance, and regime protection in North Korea.
E205178 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 security forces | Statement: [Dorasan area (limited crossings), monitoredBy, North Korean security forces]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: North Korean security forces
Context triple: [Dorasan area (limited crossings), monitoredBy, North Korean security forces]
  • A. Korean People's Army
    The Korean People's Army is the military force of North Korea, encompassing its ground, naval, air, strategic, and special operations branches.
  • B. 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.
  • C. 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.
  • D. Korean People's Army units
    Korean People's Army units are the military formations of North Korea’s armed forces that fought against United Nations and South Korean troops during the Korean War.
  • E. Land Forces of the NVA
    The Land Forces of the NVA were the ground warfare branch of East Germany’s armed forces, responsible for the country’s army operations during the Cold War.
  • 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 security forces
Triple: [Dorasan area (limited crossings), monitoredBy, North Korean security forces]
Generated description
North Korean security forces are the state’s tightly controlled military and police apparatus responsible for border security, internal surveillance, and regime protection in North Korea.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: North Korean security forces
Target entity description: North Korean security forces are the state’s tightly controlled military and police apparatus responsible for border security, internal surveillance, and regime protection in North Korea.
  • A. Korean People's Army
    The Korean People's Army is the military force of North Korea, encompassing its ground, naval, air, strategic, and special operations branches.
  • B. 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.
  • C. Ministry of State Security of North Korea chosen
    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.
  • D. Korean People's Army units
    Korean People's Army units are the military formations of North Korea’s armed forces that fought against United Nations and South Korean troops during the Korean War.
  • E. Land Forces of the NVA
    The Land Forces of the NVA were the ground warfare branch of East Germany’s armed forces, responsible for the country’s army operations during the Cold War.
  • 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_69bd43fac8188190803f0327190621e4 completed March 20, 2026, 12:56 p.m.
NER Named-entity recognition batch_69bd6cc7c0148190a3147d5ff304ffb2 completed March 20, 2026, 3:50 p.m.
NED1 Entity disambiguation (via context triple) batch_69be5cb748d081908fc32b2cea994b35 completed March 21, 2026, 8:54 a.m.
NEDg Description generation batch_69be607df6648190be22b5bc0d6531b4 completed March 21, 2026, 9:10 a.m.
NED2 Entity disambiguation (via description) batch_69be611da7c08190b644cfbcb30741fc completed March 21, 2026, 9:13 a.m.
Created at: March 20, 2026, 1:24 p.m.