Triple

T6131508
Position Surface form Disambiguated ID Type / Status
Subject Raghuram Rajan E136728 entity
Predicate notableWork P4 FINISHED
Object 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.
E571885 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: Fault Lines: How Hidden Fractures Still Threaten the World Economy | Statement: [Raghuram Rajan, notableWork, Fault Lines: How Hidden Fractures Still Threaten the World Economy]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Fault Lines: How Hidden Fractures Still Threaten the World Economy
Context triple: [Raghuram Rajan, notableWork, Fault Lines: How Hidden Fractures Still Threaten the World Economy]
  • A. Crisis Economics: A Crash Course in the Future of Finance
    "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 Age of Turbulence: Adventures in a New World
    The Age of Turbulence: Adventures in a New World is Alan Greenspan’s memoir and economic commentary, reflecting on his tenure as Federal Reserve chairman and analyzing global economic change in the late 20th and early 21st centuries.
  • C. The Crisis of Global Capitalism
    The Crisis of Global Capitalism is a book by financier and philanthropist George Soros in which he critiques the flaws of laissez-faire capitalism and global financial markets and proposes reforms to make them more stable and equitable.
  • D. The Globalization Paradox
    The Globalization Paradox is a book by economist Dani Rodrik that critiques unfettered global economic integration and argues for balancing globalization with national sovereignty and democratic governance.
  • E. From Great Depression to Great Credit Crisis
    "From Great Depression to Great Credit Crisis" is an economic history work by Anna Schwartz that compares the monetary and financial dynamics of the 1930s Great Depression with those of the 2007–2008 global financial crisis.
  • 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: Fault Lines: How Hidden Fractures Still Threaten the World Economy
Triple: [Raghuram Rajan, notableWork, Fault Lines: How Hidden Fractures Still Threaten the World Economy]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Fault Lines: How Hidden Fractures Still Threaten the World Economy
Target entity description: 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.
  • A. Crisis Economics: A Crash Course in the Future of Finance
    "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 Age of Turbulence: Adventures in a New World
    The Age of Turbulence: Adventures in a New World is Alan Greenspan’s memoir and economic commentary, reflecting on his tenure as Federal Reserve chairman and analyzing global economic change in the late 20th and early 21st centuries.
  • C. The Crisis of Global Capitalism
    The Crisis of Global Capitalism is a book by financier and philanthropist George Soros in which he critiques the flaws of laissez-faire capitalism and global financial markets and proposes reforms to make them more stable and equitable.
  • D. The Globalization Paradox
    The Globalization Paradox is a book by economist Dani Rodrik that critiques unfettered global economic integration and argues for balancing globalization with national sovereignty and democratic governance.
  • E. From Great Depression to Great Credit Crisis
    "From Great Depression to Great Credit Crisis" is an economic history work by Anna Schwartz that compares the monetary and financial dynamics of the 1930s Great Depression with those of the 2007–2008 global financial crisis.
  • 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_69c008a0a37c81908e5b4f879158afb3 completed March 22, 2026, 3:20 p.m.
NER Named-entity recognition batch_69c05c4f7ad8819096b09ddd312453fb completed March 22, 2026, 9:17 p.m.
NED1 Entity disambiguation (via context triple) batch_69c135d75a588190a565026498bcce57 completed March 23, 2026, 12:45 p.m.
NEDg Description generation batch_69c137fb40e881909bdbd776c55a1f51 completed March 23, 2026, 12:54 p.m.
NED2 Entity disambiguation (via description) batch_69c1387a38788190b8cf2b04e5eeb5e3 completed March 23, 2026, 12:56 p.m.
Created at: March 22, 2026, 4:15 p.m.