Triple
T18185410
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | VEF |
E435398
|
entity |
| Predicate | associatedWithEvent |
P37
|
FINISHED |
| Object | Venezuelan hyperinflation |
—
|
NE NERFINISHED |
How this triple was built (3 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: Venezuelan hyperinflation | Statement: [VEF, associatedWithEvent, Venezuelan hyperinflation]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Venezuelan hyperinflation Context triple: [VEF, associatedWithEvent, Venezuelan hyperinflation]
-
A.
Latin American debt crisis
The Latin American debt crisis was a severe financial turmoil in the 1980s during which many Latin American countries became unable to service their external debts, leading to economic stagnation, austerity measures, and major shifts in international lending and development policy.
-
B.
Nicaraguan Depression
The Nicaraguan Depression is a major tectonic and geographic lowland running across western Nicaragua, forming a broad rift valley that hosts large lakes, volcanoes, and key transportation routes.
-
C.
Peruvian economic crisis of the 1980s
The Peruvian economic crisis of the 1980s was a period of severe hyperinflation, debt default, and economic collapse that devastated living standards and undermined political stability in Peru.
-
D.
German hyperinflation of the early 1920s
The German hyperinflation of the early 1920s was a catastrophic monetary crisis in the Weimar Republic during which the value of the mark collapsed, wiping out savings and destabilizing the economy and society.
-
E.
Mexican peso crisis of 1994
The Mexican peso crisis of 1994 was a severe currency and financial crisis triggered by a sudden devaluation of the peso, leading to capital flight, a deep recession in Mexico, and a major international bailout.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Venezuelan hyperinflation Target entity description: Venezuelan hyperinflation is the prolonged period of extreme price increases and currency collapse in Venezuela that began in the mid-2010s, severely eroding purchasing power and destabilizing the country’s economy and society.
-
A.
Latin American debt crisis
The Latin American debt crisis was a severe financial turmoil in the 1980s during which many Latin American countries became unable to service their external debts, leading to economic stagnation, austerity measures, and major shifts in international lending and development policy.
-
B.
Nicaraguan Depression
The Nicaraguan Depression is a major tectonic and geographic lowland running across western Nicaragua, forming a broad rift valley that hosts large lakes, volcanoes, and key transportation routes.
-
C.
Peruvian economic crisis of the 1980s
The Peruvian economic crisis of the 1980s was a period of severe hyperinflation, debt default, and economic collapse that devastated living standards and undermined political stability in Peru.
-
D.
German hyperinflation of the early 1920s
The German hyperinflation of the early 1920s was a catastrophic monetary crisis in the Weimar Republic during which the value of the mark collapsed, wiping out savings and destabilizing the economy and society.
-
E.
Mexican peso crisis of 1994
The Mexican peso crisis of 1994 was a severe currency and financial crisis triggered by a sudden devaluation of the peso, leading to capital flight, a deep recession in Mexico, and a major international bailout.
- F. None of above. chosen
Provenance (2 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_69d8b90c7ec081909b4694ccecb449c6 |
completed | April 10, 2026, 8:47 a.m. |
| NER | Named-entity recognition | batch_69e4dffdccd881908da772db78b9d081 |
completed | April 19, 2026, 2 p.m. |
Created at: April 10, 2026, 10:31 a.m.