Triple

T15555266
Position Surface form Disambiguated ID Type / Status
Subject Vince Cable E370849 entity
Predicate hasWritten P2831 FINISHED
Object 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.
E1164018 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: The Storm: The World Economic Crisis and What It Means | Statement: [Vince Cable, hasWritten, The Storm: The World Economic Crisis and What It Means]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: The Storm: The World Economic Crisis and What It Means
Context triple: [Vince Cable, hasWritten, The Storm: The World Economic Crisis and What It Means]
  • 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 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.
  • C. The End of Alchemy: Money, Banking, and the Future of the Global Economy
    The End of Alchemy: Money, Banking, and the Future of the Global Economy is a book by former Bank of England governor Mervyn King that analyzes the causes of financial crises and proposes reforms to create a more stable global financial system.
  • D. 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.
  • E. 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.
  • 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: The Storm: The World Economic Crisis and What It Means
Triple: [Vince Cable, hasWritten, The Storm: The World Economic Crisis and What It Means]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: The Storm: The World Economic Crisis and What It Means
Target entity description: 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.
  • 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 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.
  • C. The End of Alchemy: Money, Banking, and the Future of the Global Economy
    The End of Alchemy: Money, Banking, and the Future of the Global Economy is a book by former Bank of England governor Mervyn King that analyzes the causes of financial crises and proposes reforms to create a more stable global financial system.
  • D. 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.
  • E. 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.
  • 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_69d85cc6cf40819091f4a5facee1ebe6 completed April 10, 2026, 2:13 a.m.
NER Named-entity recognition batch_69e04a97dbfc8190a98cbbac5e71ba88 completed April 16, 2026, 2:34 a.m.
NED1 Entity disambiguation (via context triple) batch_69ff456427988190bddea01f5cb159d9 completed May 9, 2026, 2:32 p.m.
NEDg Description generation batch_69ff470492f48190852ede832157ed10 completed May 9, 2026, 2:39 p.m.
NED2 Entity disambiguation (via description) batch_69ff47e5647c81909b785a1212c4bc50 completed May 9, 2026, 2:42 p.m.
Created at: April 10, 2026, 4:09 a.m.