Triple
T1522037
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | The Shock Doctrine |
E32249
|
entity |
| Predicate | caseStudy |
P2398
|
FINISHED |
| Object | Asian financial crisis |
E1183
|
NE FINISHED |
How this triple was built (2 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 | Statement: [The Shock Doctrine, caseStudy, Asian financial crisis]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Asian financial crisis Context triple: [The Shock Doctrine, caseStudy, Asian financial crisis]
-
A.
Asian financial crisis of 1997–1998
chosen
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.
-
B.
Russian financial crisis of 1998
The Russian financial crisis of 1998 was a severe economic collapse marked by a sharp devaluation of the ruble, default on domestic debt, and banking sector turmoil that undermined confidence in Russia’s post-Soviet market reforms.
-
C.
Brazilian currency crisis of 1999
The Brazilian currency crisis of 1999 was a major financial turmoil in which Brazil was forced to devalue the real and abandon its currency peg, triggering inflationary pressures and economic instability.
-
D.
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.
-
E.
1992–1993 ERM crisis
The 1992–1993 ERM crisis was a major speculative attack on several European currencies that forced devaluations and withdrawals from the Exchange Rate Mechanism, reshaping the path toward European monetary integration.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69a885e9b0ac819093a9806ad0efc82c |
completed | March 4, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69aa61dc6ab881908b22aa7a5295bf21 |
completed | March 6, 2026, 5:10 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ad294f9e2481909f1d685d7f083c6a |
completed | March 8, 2026, 7:46 a.m. |
Created at: March 4, 2026, 7:26 p.m.