Triple
T21117872
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Re-envisioning Socialism |
E520345
|
entity |
| Predicate | fieldOfStudy |
P3
|
FINISHED |
| Object | Marxian economics |
—
|
NE NERFINISHED |
How this triple was built (3 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: Marxian economics | Statement: [Re-envisioning Socialism, fieldOfStudy, Marxian economics]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Marxian economics Context triple: [Re-envisioning Socialism, fieldOfStudy, Marxian economics]
-
A.
Analytical Marxism
Analytical Marxism is a school of thought that applies the methods and clarity of analytic philosophy and rational-choice theory to the study and reconstruction of Marxist theory.
-
B.
Marxian labor theory of value
The Marxian labor theory of value is an economic theory asserting that the value of a commodity is fundamentally determined by the socially necessary labor time required for its production.
-
C.
Post-Keynesian economics
Post-Keynesian economics is a heterodox school of economic thought, inspired by John Maynard Keynes and further developed by economists like Nicholas Kaldor, that emphasizes fundamental uncertainty, the role of effective demand, and the importance of institutions and income distribution in determining macroeconomic outcomes.
-
D.
Marxist crisis theory
Marxist crisis theory is a body of economic thought, rooted in Karl Marx’s analysis of capitalism, that explains recurring economic crises as inherent and inevitable outcomes of capitalist production and accumulation.
-
E.
classical labor theory of value
The classical labor theory of value is an economic doctrine, developed by thinkers like Adam Smith and David Ricardo, which holds that the value of a commodity is fundamentally determined by the amount of labor required to produce it.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Marxian economics Target entity description: Marxian economics is a school of economic thought based on Karl Marx’s critique of capitalism, focusing on class struggle, exploitation, and the dynamics of capitalist production and accumulation.
-
A.
Analytical Marxism
Analytical Marxism is a school of thought that applies the methods and clarity of analytic philosophy and rational-choice theory to the study and reconstruction of Marxist theory.
-
B.
Marxian labor theory of value
The Marxian labor theory of value is an economic theory asserting that the value of a commodity is fundamentally determined by the socially necessary labor time required for its production.
-
C.
Post-Keynesian economics
Post-Keynesian economics is a heterodox school of economic thought, inspired by John Maynard Keynes and further developed by economists like Nicholas Kaldor, that emphasizes fundamental uncertainty, the role of effective demand, and the importance of institutions and income distribution in determining macroeconomic outcomes.
-
D.
Marxist crisis theory
Marxist crisis theory is a body of economic thought, rooted in Karl Marx’s analysis of capitalism, that explains recurring economic crises as inherent and inevitable outcomes of capitalist production and accumulation.
-
E.
classical labor theory of value
The classical labor theory of value is an economic doctrine, developed by thinkers like Adam Smith and David Ricardo, which holds that the value of a commodity is fundamentally determined by the amount of labor required to produce it.
- F. None of above. chosen
Provenance (2 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_69e0b50a623881909c0bbaf4f2c055e7 |
completed | April 16, 2026, 10:08 a.m. |
| NER | Named-entity recognition | batch_69e721078ac48190980441b6ada0e2b4 |
completed | April 21, 2026, 7:02 a.m. |
Created at: April 16, 2026, 2:55 p.m.