Triple
T8901298
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Business Cycles |
E211935
|
entity |
| Predicate | subtitle |
P2765
|
FINISHED |
| Object |
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.
|
E764575
|
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: A Theoretical, Historical and Statistical Analysis of the Capitalist Process | Statement: [Business Cycles, subtitle, A Theoretical, Historical and Statistical Analysis of the Capitalist Process]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: A Theoretical, Historical and Statistical Analysis of the Capitalist Process Context triple: [Business Cycles, subtitle, A Theoretical, Historical and Statistical Analysis of the Capitalist Process]
-
A.
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.
-
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.
A Theory of Socialism and Capitalism
A Theory of Socialism and Capitalism is a libertarian economic and political treatise that contrasts socialist and capitalist systems from an Austrian School and anarcho-capitalist perspective.
-
D.
Accumulation and Stability Under Capitalism
Accumulation and Stability Under Capitalism is an influential Marxian economic work by Prabhat Patnaik that analyzes how capitalist accumulation processes affect macroeconomic stability and crises.
-
E.
A General Theory of Exploitation and Class
A General Theory of Exploitation and Class is a foundational work in analytical Marxism that rigorously reconstructs Marxist class and exploitation theory using formal economic and philosophical methods.
- 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: A Theoretical, Historical and Statistical Analysis of the Capitalist Process Triple: [Business Cycles, subtitle, A Theoretical, Historical and Statistical Analysis of the Capitalist Process]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: A Theoretical, Historical and Statistical Analysis of the Capitalist Process Target entity description: 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.
-
A.
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.
-
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.
A Theory of Socialism and Capitalism
A Theory of Socialism and Capitalism is a libertarian economic and political treatise that contrasts socialist and capitalist systems from an Austrian School and anarcho-capitalist perspective.
-
D.
Accumulation and Stability Under Capitalism
Accumulation and Stability Under Capitalism is an influential Marxian economic work by Prabhat Patnaik that analyzes how capitalist accumulation processes affect macroeconomic stability and crises.
-
E.
A General Theory of Exploitation and Class
A General Theory of Exploitation and Class is a foundational work in analytical Marxism that rigorously reconstructs Marxist class and exploitation theory using formal economic and philosophical methods.
- 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_69cc6428ffc48190814f6b865961dbd1 |
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.