Triple

T13535202
Position Surface form Disambiguated ID Type / Status
Subject Robert Brenner E323241 entity
Predicate notableWork P4 FINISHED
Object 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.
E1046578 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 Economics of Global Turbulence | Statement: [Robert Brenner, notableWork, The Economics of Global Turbulence]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: The Economics of Global Turbulence
Context triple: [Robert Brenner, notableWork, The Economics of Global Turbulence]
  • A. Shaping the World Economy
    "Shaping the World Economy" is an influential economics book by Jan Tinbergen that applies quantitative models to analyze and guide international economic policy and development.
  • 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. 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.
  • D. 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.
  • E. G20 summits on the global financial crisis
    The G20 summits on the global financial crisis were high-level international meetings where leaders of the world’s major economies coordinated urgent policy responses to stabilize the global financial system and stimulate economic recovery following the 2008 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: The Economics of Global Turbulence
Triple: [Robert Brenner, notableWork, The Economics of Global Turbulence]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: The Economics of Global Turbulence
Target entity description: 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.
  • A. Shaping the World Economy
    "Shaping the World Economy" is an influential economics book by Jan Tinbergen that applies quantitative models to analyze and guide international economic policy and development.
  • 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. 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.
  • D. 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.
  • E. G20 summits on the global financial crisis
    The G20 summits on the global financial crisis were high-level international meetings where leaders of the world’s major economies coordinated urgent policy responses to stabilize the global financial system and stimulate economic recovery following the 2008 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_69d8076776248190bdf0d4fa1f85a5fc completed April 9, 2026, 8:09 p.m.
NER Named-entity recognition batch_69dbafbcad2881909fb7490311807f75 completed April 12, 2026, 2:44 p.m.
NED1 Entity disambiguation (via context triple) batch_69f75d9a448c81908fa57a909a9097f7 completed May 3, 2026, 2:37 p.m.
NEDg Description generation batch_69f75e7d8970819092116ae7a769ac21 completed May 3, 2026, 2:41 p.m.
NED2 Entity disambiguation (via description) batch_69f75f35c6008190b88e14feddb93a1d completed May 3, 2026, 2:44 p.m.
Created at: April 9, 2026, 9:44 p.m.