Triple
T17229614
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | socialist calculation debate |
E418206
|
entity |
| Predicate | hasImportantWork |
P67599
|
FINISHED |
| Object |
Socialist Calculation II: The Socialist Economy
"Socialist Calculation II: The Socialist Economy" is a major work in the socialist calculation debate that analyzes how a socialist economic system could organize production and allocation without relying on traditional market price mechanisms.
|
E1261074
|
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: Socialist Calculation II: The Socialist Economy | Statement: [socialist calculation debate, hasImportantWork, Socialist Calculation II: The Socialist Economy]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Socialist Calculation II: The Socialist Economy Context triple: [socialist calculation debate, hasImportantWork, Socialist Calculation II: The Socialist Economy]
-
A.
The Economics of Feasible Socialism
The Economics of Feasible Socialism is a work that explores how a socialist economy could function efficiently in practice, addressing issues of planning, incentives, and information raised in the socialist calculation debate.
-
B.
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.
-
C.
Socialism Re-examined
Socialism Re-examined is a political work by American socialist leader Norman Thomas in which he reassesses and defends democratic socialism in the mid-20th century context.
-
D.
socialist calculation debate
The socialist calculation debate was a 20th-century economic controversy over whether a socialist planned economy could allocate resources as efficiently as a market system, centering on issues of information, prices, and economic coordination.
-
E.
"Planned Economy and Socialism"
"Planned Economy and Socialism" is a seminal work by Frankfurt School economist Friedrich Pollock analyzing the theoretical foundations, practical forms, and political implications of centrally planned economic systems within socialist frameworks.
- 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: Socialist Calculation II: The Socialist Economy Triple: [socialist calculation debate, hasImportantWork, Socialist Calculation II: The Socialist Economy]
Generated description
"Socialist Calculation II: The Socialist Economy" is a major work in the socialist calculation debate that analyzes how a socialist economic system could organize production and allocation without relying on traditional market price mechanisms.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Socialist Calculation II: The Socialist Economy Target entity description: "Socialist Calculation II: The Socialist Economy" is a major work in the socialist calculation debate that analyzes how a socialist economic system could organize production and allocation without relying on traditional market price mechanisms.
-
A.
The Economics of Feasible Socialism
The Economics of Feasible Socialism is a work that explores how a socialist economy could function efficiently in practice, addressing issues of planning, incentives, and information raised in the socialist calculation debate.
-
B.
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.
-
C.
Socialism Re-examined
Socialism Re-examined is a political work by American socialist leader Norman Thomas in which he reassesses and defends democratic socialism in the mid-20th century context.
-
D.
socialist calculation debate
The socialist calculation debate was a 20th-century economic controversy over whether a socialist planned economy could allocate resources as efficiently as a market system, centering on issues of information, prices, and economic coordination.
-
E.
"Planned Economy and Socialism"
"Planned Economy and Socialism" is a seminal work by Frankfurt School economist Friedrich Pollock analyzing the theoretical foundations, practical forms, and political implications of centrally planned economic systems within socialist frameworks.
- 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_69d886d8e96081909870bff6c3d0bf09 |
completed | April 10, 2026, 5:12 a.m. |
| NER | Named-entity recognition | batch_69e42df62ec48190b2ed633a5bcc0255 |
completed | April 19, 2026, 1:20 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0180ca18c081909ef80a4056b3dbf7 |
completed | May 11, 2026, 7:10 a.m. |
| NEDg | Description generation | batch_6a01827fc64c81909784dbf0f3ed4586 |
completed | May 11, 2026, 7:17 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0182f52dd88190afa4ec4a711552e5 |
completed | May 11, 2026, 7:19 a.m. |
Created at: April 10, 2026, 5:39 a.m.