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.