Triple

T11862100
Position Surface form Disambiguated ID Type / Status
Subject Alvin Hansen E282183 entity
Predicate notableWork P4 FINISHED
Object Full Recovery or Stagnation?
"Full Recovery or Stagnation?" is an influential economic work by Alvin Hansen that examines the prospects of post-Depression economic growth versus long-term stagnation in advanced economies.
E950850 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: Full Recovery or Stagnation? | Statement: [Alvin Hansen, notableWork, Full Recovery or Stagnation?]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Full Recovery or Stagnation?
Context triple: [Alvin Hansen, notableWork, Full Recovery or Stagnation?]
  • A. What Ends Recessions? (with Christina Romer)
    "What Ends Recessions? (with Christina Romer)" is an influential economic study co-authored by David and Christina Romer that analyzes the effectiveness of different policy responses in bringing economic downturns to an end.
  • B. Great Recession recovery
    The Great Recession recovery refers to the prolonged period of economic stabilization and gradual growth in the United States following the 2007–2009 financial crisis, marked by large-scale fiscal stimulus, monetary easing, and financial-sector reforms.
  • C. Stabilizing an Unstable Economy
    "Stabilizing an Unstable Economy" is a seminal 1986 book by economist Hyman Minsky that develops his financial instability hypothesis, explaining how financial markets and debt dynamics can endogenously generate economic crises and proposing reforms to make capitalism more resilient.
  • D. The Rise and Decline of Nations: Economic Growth, Stagflation, and Social Rigidities
    The Rise and Decline of Nations: Economic Growth, Stagflation, and Social Rigidities is a seminal economic and political analysis by Mancur Olson that explains how the accumulation of interest groups and institutional rigidities can hinder long-term economic growth and contribute to stagnation.
  • E. The Return of Depression Economics
    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.
  • 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: Full Recovery or Stagnation?
Triple: [Alvin Hansen, notableWork, Full Recovery or Stagnation?]
Generated description
"Full Recovery or Stagnation?" is an influential economic work by Alvin Hansen that examines the prospects of post-Depression economic growth versus long-term stagnation in advanced economies.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Full Recovery or Stagnation?
Target entity description: "Full Recovery or Stagnation?" is an influential economic work by Alvin Hansen that examines the prospects of post-Depression economic growth versus long-term stagnation in advanced economies.
  • A. What Ends Recessions? (with Christina Romer)
    "What Ends Recessions? (with Christina Romer)" is an influential economic study co-authored by David and Christina Romer that analyzes the effectiveness of different policy responses in bringing economic downturns to an end.
  • B. Great Recession recovery
    The Great Recession recovery refers to the prolonged period of economic stabilization and gradual growth in the United States following the 2007–2009 financial crisis, marked by large-scale fiscal stimulus, monetary easing, and financial-sector reforms.
  • C. Stabilizing an Unstable Economy
    "Stabilizing an Unstable Economy" is a seminal 1986 book by economist Hyman Minsky that develops his financial instability hypothesis, explaining how financial markets and debt dynamics can endogenously generate economic crises and proposing reforms to make capitalism more resilient.
  • D. The Rise and Decline of Nations: Economic Growth, Stagflation, and Social Rigidities
    The Rise and Decline of Nations: Economic Growth, Stagflation, and Social Rigidities is a seminal economic and political analysis by Mancur Olson that explains how the accumulation of interest groups and institutional rigidities can hinder long-term economic growth and contribute to stagnation.
  • E. The Return of Depression Economics
    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.
  • 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_69d6ab2945d081908a5851c916cbcfb5 completed April 8, 2026, 7:23 p.m.
NER Named-entity recognition batch_69d8a69b16bc8190999a0c1240f9ce6a completed April 10, 2026, 7:28 a.m.
NED1 Entity disambiguation (via context triple) batch_69f281844c048190b5476343113f2436 completed April 29, 2026, 10:09 p.m.
NEDg Description generation batch_69f28a92ac90819092eef473a49d329e completed April 29, 2026, 10:47 p.m.
NED2 Entity disambiguation (via description) batch_69f28c462d888190a43e042b00921dbe completed April 29, 2026, 10:55 p.m.
Created at: April 8, 2026, 9:43 p.m.