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.