Triple
T473643
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Rosa Luxemburg |
E9012
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
The Accumulation of Capital
The Accumulation of Capital is a seminal Marxist economic treatise by Rosa Luxemburg that analyzes imperialism and capitalist expansion through the lens of capital accumulation and its contradictions.
|
E59039
|
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 Accumulation of Capital | Statement: [Rosa Luxemburg, notableWork, The Accumulation of Capital]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: The Accumulation of Capital Context triple: [Rosa Luxemburg, notableWork, The Accumulation of Capital]
-
A.
Das Kapital
Das Kapital is Karl Marx’s foundational critique of political economy that analyzes capitalism’s dynamics, contradictions, and exploitation of labor.
-
B.
On the Principles of Political Economy and Taxation
On the Principles of Political Economy and Taxation is an 1817 treatise by David Ricardo that systematically develops classical economic theories such as comparative advantage, rent, wages, and profits.
-
C.
The System of Economic Contradictions, or The Philosophy of Poverty
The System of Economic Contradictions, or The Philosophy of Poverty is an 1846 work by Pierre-Joseph Proudhon that offers a critical, dialectical analysis of capitalism and political economy from a socialist and anarchist perspective.
-
D.
Principles of Political Economy
Principles of Political Economy is an 1820 treatise by Thomas Malthus that critiques classical economic theory, especially Say’s Law, and emphasizes the possibility of general gluts and the importance of effective demand.
-
E.
Principles of Political Economy
Principles of Political Economy is John Stuart Mill’s influential 1848 treatise that systematically analyzes classical economics while integrating social and ethical considerations into economic theory.
- 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 Accumulation of Capital Triple: [Rosa Luxemburg, notableWork, The Accumulation of Capital]
Generated description
The Accumulation of Capital is a seminal Marxist economic treatise by Rosa Luxemburg that analyzes imperialism and capitalist expansion through the lens of capital accumulation and its contradictions.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: The Accumulation of Capital Target entity description: The Accumulation of Capital is a seminal Marxist economic treatise by Rosa Luxemburg that analyzes imperialism and capitalist expansion through the lens of capital accumulation and its contradictions.
-
A.
Das Kapital
Das Kapital is Karl Marx’s foundational critique of political economy that analyzes capitalism’s dynamics, contradictions, and exploitation of labor.
-
B.
On the Principles of Political Economy and Taxation
On the Principles of Political Economy and Taxation is an 1817 treatise by David Ricardo that systematically develops classical economic theories such as comparative advantage, rent, wages, and profits.
-
C.
The System of Economic Contradictions, or The Philosophy of Poverty
The System of Economic Contradictions, or The Philosophy of Poverty is an 1846 work by Pierre-Joseph Proudhon that offers a critical, dialectical analysis of capitalism and political economy from a socialist and anarchist perspective.
-
D.
Principles of Political Economy
Principles of Political Economy is an 1820 treatise by Thomas Malthus that critiques classical economic theory, especially Say’s Law, and emphasizes the possibility of general gluts and the importance of effective demand.
-
E.
Principles of Political Economy
Principles of Political Economy is John Stuart Mill’s influential 1848 treatise that systematically analyzes classical economics while integrating social and ethical considerations into economic theory.
- 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_69a2e7ff81708190b0507a24a997232c |
completed | Feb. 28, 2026, 1:05 p.m. |
| NER | Named-entity recognition | batch_69a2f0208c788190a96cdabcf593fda7 |
completed | Feb. 28, 2026, 1:39 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a462fd1768819098ab8e2d7aff050e |
completed | March 1, 2026, 4:02 p.m. |
| NEDg | Description generation | batch_69a463be99dc8190937bd91b3246396c |
completed | March 1, 2026, 4:05 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69a4645b91e081908469658c73ca0ee2 |
completed | March 1, 2026, 4:07 p.m. |
Created at: Feb. 28, 2026, 1:12 p.m.