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.