Triple

T19209628
Position Surface form Disambiguated ID Type / Status
Subject Nouriel Roubini E480321 entity
Predicate notableWork P4 FINISHED
Object Crisis Economics NE NERFINISHED

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: Crisis Economics | Statement: [Nouriel Roubini, notableWork, Crisis Economics]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Crisis Economics
Context triple: [Nouriel Roubini, notableWork, Crisis Economics]
  • A. Crisis Economics: A Crash Course in the Future of Finance chosen
    "Crisis Economics: A Crash Course in the Future of Finance" is a book that analyzes the causes and dynamics of financial crises and proposes reforms to make the global economic system more resilient.
  • B. The Storm: The World Economic Crisis and What It Means
    The Storm: The World Economic Crisis and What It Means is a non-fiction book analyzing the causes, dynamics, and implications of the 2008 global financial crisis and its impact on the world economy.
  • C. The Economics of Global Turbulence
    The Economics of Global Turbulence is a major work of political economy by Robert Brenner that analyzes the long-term crisis tendencies and structural contradictions of postwar global capitalism.
  • D. The Banking Crisis Handbook
    The Banking Crisis Handbook is a work by former U.S. Senator Donald W. Riegle Jr. that analyzes the causes, dynamics, and policy implications of modern banking and financial crises.
  • E. Fault Lines: How Hidden Fractures Still Threaten the World Economy
    Fault Lines: How Hidden Fractures Still Threaten the World Economy is a book by economist Raghuram Rajan that analyzes the structural weaknesses and imbalances in the global financial system that led to the 2008 crisis and continue to pose risks to economic stability.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.

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_69d8e8cb8c348190b52075823911c869 completed April 10, 2026, 12:10 p.m.
NER Named-entity recognition batch_69e5f9a0d1248190953e36e44f0cafdd completed April 20, 2026, 10:02 a.m.
Created at: April 10, 2026, 1:20 p.m.