Triple

T10711801
Position Surface form Disambiguated ID Type / Status
Subject Paul Krugman E252554 entity
Predicate notableWork P4 FINISHED
Object The Return of Depression Economics E680352 NE FINISHED

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: The Return of Depression Economics | Statement: [Paul Krugman, notableWork, The Return of Depression Economics]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: The Return of Depression Economics
Context triple: [Paul Krugman, notableWork, The Return of Depression Economics]
  • A. The Return of Depression Economics chosen
    The Return of Depression Economics is a book by economist Paul Krugman that analyzes modern financial crises through the lens of Great Depression-era economics and argues for active government intervention to prevent and mitigate economic downturns.
  • B. Good Economics for Hard Times
    Good Economics for Hard Times is a popular economics book by Nobel laureates Abhijit V. Banerjee and Esther Duflo that examines contemporary social and economic challenges through rigorous empirical research and accessible analysis.
  • C. 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.
  • D. 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.
  • E. Animal Spirits
    "Animal Spirits" is an influential economics book by George A. Akerlof and Robert J. Shiller that explores how psychological factors and human emotions drive economic decisions and market outcomes.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.

Provenance (3 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_69d6aa5cbabc8190973e683950d89faf completed April 8, 2026, 7:19 p.m.
NER Named-entity recognition batch_69d6fe533ec081909eafab85f6f6d6b9 completed April 9, 2026, 1:18 a.m.
NED1 Entity disambiguation (via context triple) batch_69d99917df2c819099be2a9b9c4a2ce7 completed April 11, 2026, 12:43 a.m.
Created at: April 8, 2026, 9:13 p.m.