Triple

T8901526
Position Surface form Disambiguated ID Type / Status
Subject Hyman Minsky E211939 entity
Predicate notableWork P4 FINISHED
Object Can "It" Happen Again? Essays on Instability and Finance
Can "It" Happen Again? Essays on Instability and Finance is a collection of Hyman Minsky’s influential essays analyzing the inherent instability of financial systems and the dynamics that lead to economic crises.
E764591 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: Can "It" Happen Again? Essays on Instability and Finance | Statement: [Hyman Minsky, notableWork, Can "It" Happen Again? Essays on Instability and Finance]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Can "It" Happen Again? Essays on Instability and Finance
Context triple: [Hyman Minsky, notableWork, Can "It" Happen Again? Essays on Instability and Finance]
  • A. 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.
  • B. 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.
  • 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. The Global Financial Environment
    The Global Financial Environment refers to the overall conditions, trends, and risks in international financial markets and institutions that influence global economic stability and growth.
  • 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. 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: Can "It" Happen Again? Essays on Instability and Finance
Triple: [Hyman Minsky, notableWork, Can "It" Happen Again? Essays on Instability and Finance]
Generated description
Can "It" Happen Again? Essays on Instability and Finance is a collection of Hyman Minsky’s influential essays analyzing the inherent instability of financial systems and the dynamics that lead to economic crises.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Can "It" Happen Again? Essays on Instability and Finance
Target entity description: Can "It" Happen Again? Essays on Instability and Finance is a collection of Hyman Minsky’s influential essays analyzing the inherent instability of financial systems and the dynamics that lead to economic crises.
  • A. 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.
  • B. 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.
  • 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. The Global Financial Environment
    The Global Financial Environment refers to the overall conditions, trends, and risks in international financial markets and institutions that influence global economic stability and growth.
  • 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. 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_69ca83918d3081909b326fa3750cb8c8 completed March 30, 2026, 2:07 p.m.
NER Named-entity recognition batch_69cc642a104081908df2d64e8f9ad0c8 completed April 1, 2026, 12:17 a.m.
NED1 Entity disambiguation (via context triple) batch_69cfac1846f481909aad27a6dacddba2 completed April 3, 2026, 12:01 p.m.
NEDg Description generation batch_69cfacb58f208190b5e8eeba58f1bd78 completed April 3, 2026, 12:04 p.m.
NED2 Entity disambiguation (via description) batch_69cfad73f7a8819089ee3dadf321220e completed April 3, 2026, 12:07 p.m.
Created at: March 30, 2026, 6:54 p.m.