Triple
T5860586
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Jayati Ghosh |
E130264
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
After Crisis: Adjustment, Recovery and Fragility in East Asia
"After Crisis: Adjustment, Recovery and Fragility in East Asia" is a scholarly work by economist Jayati Ghosh that analyzes the economic and social consequences of the late-1990s Asian financial crisis and the region’s subsequent paths of recovery and vulnerability.
|
E550381
|
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: After Crisis: Adjustment, Recovery and Fragility in East Asia | Statement: [Jayati Ghosh, notableWork, After Crisis: Adjustment, Recovery and Fragility in East Asia]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: After Crisis: Adjustment, Recovery and Fragility in East Asia Context triple: [Jayati Ghosh, notableWork, After Crisis: Adjustment, Recovery and Fragility in East Asia]
-
A.
Thunder from the East: Portrait of a Rising Asia
Thunder from the East: Portrait of a Rising Asia is a nonfiction book that examines Asia’s rapid economic and social transformation and its implications for the global future.
-
B.
Asian Drama: An Inquiry into the Poverty of Nations
Asian Drama: An Inquiry into the Poverty of Nations is a landmark multi-volume study of economic, social, and political development in South and Southeast Asia, examining the structural causes of persistent poverty.
-
C.
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.
-
D.
Upheaval: Turning Points for Nations in Crisis
Upheaval: Turning Points for Nations in Crisis is a non-fiction book by Jared Diamond that analyzes how modern nations respond to political and social crises by comparing them to personal psychological coping strategies and historical case studies.
-
E.
Framework for Pacific Regionalism
The Framework for Pacific Regionalism is a guiding policy framework that promotes deeper regional cooperation, collective action, and shared development priorities among Pacific Island countries and territories.
- 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: After Crisis: Adjustment, Recovery and Fragility in East Asia Triple: [Jayati Ghosh, notableWork, After Crisis: Adjustment, Recovery and Fragility in East Asia]
Generated description
"After Crisis: Adjustment, Recovery and Fragility in East Asia" is a scholarly work by economist Jayati Ghosh that analyzes the economic and social consequences of the late-1990s Asian financial crisis and the region’s subsequent paths of recovery and vulnerability.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: After Crisis: Adjustment, Recovery and Fragility in East Asia Target entity description: "After Crisis: Adjustment, Recovery and Fragility in East Asia" is a scholarly work by economist Jayati Ghosh that analyzes the economic and social consequences of the late-1990s Asian financial crisis and the region’s subsequent paths of recovery and vulnerability.
-
A.
Thunder from the East: Portrait of a Rising Asia
Thunder from the East: Portrait of a Rising Asia is a nonfiction book that examines Asia’s rapid economic and social transformation and its implications for the global future.
-
B.
Asian Drama: An Inquiry into the Poverty of Nations
Asian Drama: An Inquiry into the Poverty of Nations is a landmark multi-volume study of economic, social, and political development in South and Southeast Asia, examining the structural causes of persistent poverty.
-
C.
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.
-
D.
Upheaval: Turning Points for Nations in Crisis
Upheaval: Turning Points for Nations in Crisis is a non-fiction book by Jared Diamond that analyzes how modern nations respond to political and social crises by comparing them to personal psychological coping strategies and historical case studies.
-
E.
Framework for Pacific Regionalism
The Framework for Pacific Regionalism is a guiding policy framework that promotes deeper regional cooperation, collective action, and shared development priorities among Pacific Island countries and territories.
- 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_69c0084f3bb08190a7720f55f7aa4252 |
completed | March 22, 2026, 3:18 p.m. |
| NER | Named-entity recognition | batch_69c03588dd8c81909491350140ea340e |
completed | March 22, 2026, 6:31 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c0a1c70754819089081fc440ed841e |
completed | March 23, 2026, 2:13 a.m. |
| NEDg | Description generation | batch_69c0a258fa208190a06b457e7856c338 |
completed | March 23, 2026, 2:15 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c0a310d2d08190a8dab95f9eef2815 |
completed | March 23, 2026, 2:18 a.m. |
Created at: March 22, 2026, 3:56 p.m.