Triple
T27195
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | G20 |
E545
|
entity |
| Predicate | foundingContext |
P36
|
FINISHED |
| Object |
Asian financial crisis of 1997–1998
The Asian financial crisis of 1997–1998 was a severe regional economic meltdown that began with currency devaluations in East and Southeast Asia, triggering widespread financial instability, recessions, and international policy responses.
|
E1183
|
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: Asian financial crisis of 1997–1998 | Statement: [G20, foundingContext, Asian financial crisis of 1997–1998]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Asian financial crisis of 1997–1998 Context triple: [G20, foundingContext, Asian financial crisis of 1997–1998]
-
A.
Korean War
The Korean War was a major Cold War conflict fought from 1950 to 1953 between North and South Korea, involving large-scale military intervention by the United States and other United Nations forces on one side and China (with Soviet support) on the other.
-
B.
Berlin Airlift
The Berlin Airlift was a massive 1948–1949 Allied operation that supplied West Berlin by air during the Soviet blockade, symbolizing early Cold War tensions and Western resolve.
-
C.
Great Depression
The Great Depression was a severe worldwide economic downturn during the 1930s that led to massive unemployment, bank failures, and profound social and political change.
-
D.
Bretton Woods system
The Bretton Woods system was a post–World War II international monetary order in which major currencies were pegged to the U.S. dollar, and the dollar was convertible to gold, creating a fixed exchange rate regime that lasted until the early 1970s.
-
E.
Asia-Pacific Economic Cooperation
The Asia-Pacific Economic Cooperation (APEC) is a regional forum of Pacific Rim economies that promotes free trade, economic integration, and sustainable growth across the Asia-Pacific region.
- 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: Asian financial crisis of 1997–1998 Triple: [G20, foundingContext, Asian financial crisis of 1997–1998]
Generated description
The Asian financial crisis of 1997–1998 was a severe regional economic meltdown that began with currency devaluations in East and Southeast Asia, triggering widespread financial instability, recessions, and international policy responses.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Asian financial crisis of 1997–1998 Target entity description: The Asian financial crisis of 1997–1998 was a severe regional economic meltdown that began with currency devaluations in East and Southeast Asia, triggering widespread financial instability, recessions, and international policy responses.
-
A.
Korean War
The Korean War was a major Cold War conflict fought from 1950 to 1953 between North and South Korea, involving large-scale military intervention by the United States and other United Nations forces on one side and China (with Soviet support) on the other.
-
B.
Berlin Airlift
The Berlin Airlift was a massive 1948–1949 Allied operation that supplied West Berlin by air during the Soviet blockade, symbolizing early Cold War tensions and Western resolve.
-
C.
Great Depression
The Great Depression was a severe worldwide economic downturn during the 1930s that led to massive unemployment, bank failures, and profound social and political change.
-
D.
Bretton Woods system
The Bretton Woods system was a post–World War II international monetary order in which major currencies were pegged to the U.S. dollar, and the dollar was convertible to gold, creating a fixed exchange rate regime that lasted until the early 1970s.
-
E.
Asia-Pacific Economic Cooperation
The Asia-Pacific Economic Cooperation (APEC) is a regional forum of Pacific Rim economies that promotes free trade, economic integration, and sustainable growth across the Asia-Pacific region.
- 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_69a243b4ac2c8190b93c303df797b7b2 |
completed | Feb. 28, 2026, 1:24 a.m. |
| NER | Named-entity recognition | batch_69a2467875048190aad87347c7a1cb67 |
completed | Feb. 28, 2026, 1:36 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a248e9961c8190a65bacb26fbc16e7 |
completed | Feb. 28, 2026, 1:46 a.m. |
| NEDg | Description generation | batch_69a2494198908190a6dd6f5ea5404f3f |
completed | Feb. 28, 2026, 1:47 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69a249f826108190afb1dc9a7017d1b6 |
completed | Feb. 28, 2026, 1:50 a.m. |
Created at: Feb. 28, 2026, 1:34 a.m.