Triple
T217526
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Vietnam |
E4138
|
entity |
| Predicate | historicalEvent |
P259
|
FINISHED |
| Object |
Đổi Mới economic reforms
The Đổi Mới economic reforms were a series of market-oriented changes launched in Vietnam in 1986 that transformed its centrally planned economy into a socialist-oriented market economy, spurring rapid growth and integration into the global market.
|
E27848
|
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: Đổi Mới economic reforms | Statement: [Vietnam, historicalEvent, Đổi Mới economic reforms]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Đổi Mới economic reforms Context triple: [Vietnam, historicalEvent, Đổi Mới economic reforms]
-
A.
New Economic Policy
The New Economic Policy was a 1920s Soviet economic strategy that temporarily reintroduced limited market mechanisms and private trade to revive the post–civil war economy before the shift to full central planning.
-
B.
Reaganomics
Reaganomics is the conservative, supply-side economic program of U.S. President Ronald Reagan, emphasizing tax cuts, deregulation, reduced social spending, and tight monetary policy to curb inflation and stimulate growth.
-
C.
Montford Reforms
The Montford Reforms were a set of constitutional changes introduced by the British government in 1919 that expanded limited self-governance in colonial India through dyarchy in the provinces and increased Indian participation in legislative councils.
-
D.
de-Stalinization
De-Stalinization was a political reform process in the Soviet Union that dismantled Joseph Stalin’s cult of personality, reduced widespread repression, and introduced limited liberalization in governance and society.
-
E.
Wirtschaftswunder
Wirtschaftswunder refers to the rapid economic recovery and sustained growth of West Germany after World War II, transforming it into one of the world’s leading industrial economies.
- 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: Đổi Mới economic reforms Triple: [Vietnam, historicalEvent, Đổi Mới economic reforms]
Generated description
The Đổi Mới economic reforms were a series of market-oriented changes launched in Vietnam in 1986 that transformed its centrally planned economy into a socialist-oriented market economy, spurring rapid growth and integration into the global market.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Đổi Mới economic reforms Target entity description: The Đổi Mới economic reforms were a series of market-oriented changes launched in Vietnam in 1986 that transformed its centrally planned economy into a socialist-oriented market economy, spurring rapid growth and integration into the global market.
-
A.
New Economic Policy
The New Economic Policy was a 1920s Soviet economic strategy that temporarily reintroduced limited market mechanisms and private trade to revive the post–civil war economy before the shift to full central planning.
-
B.
Reaganomics
Reaganomics is the conservative, supply-side economic program of U.S. President Ronald Reagan, emphasizing tax cuts, deregulation, reduced social spending, and tight monetary policy to curb inflation and stimulate growth.
-
C.
Montford Reforms
The Montford Reforms were a set of constitutional changes introduced by the British government in 1919 that expanded limited self-governance in colonial India through dyarchy in the provinces and increased Indian participation in legislative councils.
-
D.
de-Stalinization
De-Stalinization was a political reform process in the Soviet Union that dismantled Joseph Stalin’s cult of personality, reduced widespread repression, and introduced limited liberalization in governance and society.
-
E.
Wirtschaftswunder
Wirtschaftswunder refers to the rapid economic recovery and sustained growth of West Germany after World War II, transforming it into one of the world’s leading industrial economies.
- 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_69a2573508588190b522c2476d91acfe |
completed | Feb. 28, 2026, 2:47 a.m. |
| NER | Named-entity recognition | batch_69a25c5062e48190833be10e4770e1e9 |
completed | Feb. 28, 2026, 3:09 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a3441e48b48190849c7bff04134ac9 |
completed | Feb. 28, 2026, 7:38 p.m. |
| NEDg | Description generation | batch_69a344ba0a4c8190986d490f502cb6ab |
completed | Feb. 28, 2026, 7:40 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69a34520805481909c4f1ea05262665b |
completed | Feb. 28, 2026, 7:42 p.m. |
Created at: Feb. 28, 2026, 2:53 a.m.