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.