Triple
T13598844
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ernest Mandel |
E324890
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
Long Waves of Capitalist Development
Long Waves of Capitalist Development is a Marxist economic study by Ernest Mandel that analyzes the cyclical, long-term patterns of growth and crisis in capitalist economies.
|
E1048429
|
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: Long Waves of Capitalist Development | Statement: [Ernest Mandel, notableWork, Long Waves of Capitalist Development]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Long Waves of Capitalist Development Context triple: [Ernest Mandel, notableWork, Long Waves of Capitalist Development]
-
A.
A Theoretical, Historical and Statistical Analysis of the Capitalist Process
A Theoretical, Historical and Statistical Analysis of the Capitalist Process is the full subtitle of Joseph Schumpeter’s seminal work "Business Cycles," which examines the dynamics and development of capitalist economies over time.
-
B.
Discovery and the Capitalist Process
"Discovery and the Capitalist Process" is a seminal work in Austrian economics that explores the role of entrepreneurial discovery in driving market coordination and economic progress within a capitalist system.
-
C.
The Economic Institutions of Capitalism
The Economic Institutions of Capitalism is a seminal work in transaction cost economics that analyzes how firms, markets, and contractual arrangements are structured to govern economic transactions under capitalism.
-
D.
The Evolution of Modern Capitalism
The Evolution of Modern Capitalism is an influential economic treatise by J. A. Hobson that analyzes the development, structure, and social consequences of industrial capitalism in the late 19th and early 20th centuries.
-
E.
Selected Essays on the Dynamics of the Capitalist Economy
Selected Essays on the Dynamics of the Capitalist Economy is a collection of influential papers by economist Michał Kalecki that develop his theories on business cycles, effective demand, and the functioning of capitalist economies.
- 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: Long Waves of Capitalist Development Triple: [Ernest Mandel, notableWork, Long Waves of Capitalist Development]
Generated description
Long Waves of Capitalist Development is a Marxist economic study by Ernest Mandel that analyzes the cyclical, long-term patterns of growth and crisis in capitalist economies.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Long Waves of Capitalist Development Target entity description: Long Waves of Capitalist Development is a Marxist economic study by Ernest Mandel that analyzes the cyclical, long-term patterns of growth and crisis in capitalist economies.
-
A.
A Theoretical, Historical and Statistical Analysis of the Capitalist Process
A Theoretical, Historical and Statistical Analysis of the Capitalist Process is the full subtitle of Joseph Schumpeter’s seminal work "Business Cycles," which examines the dynamics and development of capitalist economies over time.
-
B.
Discovery and the Capitalist Process
"Discovery and the Capitalist Process" is a seminal work in Austrian economics that explores the role of entrepreneurial discovery in driving market coordination and economic progress within a capitalist system.
-
C.
The Economic Institutions of Capitalism
The Economic Institutions of Capitalism is a seminal work in transaction cost economics that analyzes how firms, markets, and contractual arrangements are structured to govern economic transactions under capitalism.
-
D.
The Evolution of Modern Capitalism
The Evolution of Modern Capitalism is an influential economic treatise by J. A. Hobson that analyzes the development, structure, and social consequences of industrial capitalism in the late 19th and early 20th centuries.
-
E.
Selected Essays on the Dynamics of the Capitalist Economy
Selected Essays on the Dynamics of the Capitalist Economy is a collection of influential papers by economist Michał Kalecki that develop his theories on business cycles, effective demand, and the functioning of capitalist economies.
- 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_69d80769eaf081909d82f44e484d6113 |
completed | April 9, 2026, 8:09 p.m. |
| NER | Named-entity recognition | batch_69dbb0795acc8190a08667ab9dcb0d44 |
completed | April 12, 2026, 2:47 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f76bcc1ed88190bbf6c83001703b84 |
completed | May 3, 2026, 3:37 p.m. |
| NEDg | Description generation | batch_69f77643b0348190962bf23a9857edbe |
completed | May 3, 2026, 4:22 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f7791add908190af69b23a54eb7560 |
completed | May 3, 2026, 4:34 p.m. |
Created at: April 9, 2026, 9:49 p.m.