Triple
T17229621
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | socialist calculation debate |
E418206
|
entity |
| Predicate | hasImportantWork |
P67599
|
FINISHED |
| Object |
Markets, Planning and Democracy
"Markets, Planning and Democracy" is a seminal work by economist Alec Nove that critically examines the feasibility of socialist economic planning and advocates for a mixed, market-socialist model.
|
E1257411
|
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: Markets, Planning and Democracy | Statement: [socialist calculation debate, hasImportantWork, Markets, Planning and Democracy]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Markets, Planning and Democracy Context triple: [socialist calculation debate, hasImportantWork, Markets, Planning and Democracy]
-
A.
Democracy and the Market
"Democracy and the Market" is a seminal political science book by Adam Przeworski that analyzes the tensions and interactions between democratic transitions and market-oriented economic reforms.
-
B.
Freedom, Power and Democratic Planning
Freedom, Power and Democratic Planning is a major sociological and political work by Karl Mannheim that explores how democratic societies can consciously plan social and economic life while preserving individual freedom.
-
C.
The Third Pillar: How Markets and the State Leave the Community Behind
The Third Pillar: How Markets and the State Leave the Community Behind is a book by economist Raghuram Rajan that argues for restoring the role of local communities as a counterbalance to the power of markets and the state in modern society.
-
D.
Power and Market: Government and the Economy
Power and Market: Government and the Economy is an economics book by Murray N. Rothbard that presents a radical libertarian critique of government intervention in the market and systematically analyzes the effects of various state policies.
-
E.
Reclaiming Development: An Alternative Economic Policy Manual
Reclaiming Development: An Alternative Economic Policy Manual is a book by economist Ha-Joon Chang that critiques mainstream neoliberal development strategies and proposes heterodox, state-led alternatives for economic growth in developing countries.
- 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: Markets, Planning and Democracy Triple: [socialist calculation debate, hasImportantWork, Markets, Planning and Democracy]
Generated description
"Markets, Planning and Democracy" is a seminal work by economist Alec Nove that critically examines the feasibility of socialist economic planning and advocates for a mixed, market-socialist model.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Markets, Planning and Democracy Target entity description: "Markets, Planning and Democracy" is a seminal work by economist Alec Nove that critically examines the feasibility of socialist economic planning and advocates for a mixed, market-socialist model.
-
A.
Democracy and the Market
"Democracy and the Market" is a seminal political science book by Adam Przeworski that analyzes the tensions and interactions between democratic transitions and market-oriented economic reforms.
-
B.
Freedom, Power and Democratic Planning
Freedom, Power and Democratic Planning is a major sociological and political work by Karl Mannheim that explores how democratic societies can consciously plan social and economic life while preserving individual freedom.
-
C.
The Third Pillar: How Markets and the State Leave the Community Behind
The Third Pillar: How Markets and the State Leave the Community Behind is a book by economist Raghuram Rajan that argues for restoring the role of local communities as a counterbalance to the power of markets and the state in modern society.
-
D.
Power and Market: Government and the Economy
Power and Market: Government and the Economy is an economics book by Murray N. Rothbard that presents a radical libertarian critique of government intervention in the market and systematically analyzes the effects of various state policies.
-
E.
Reclaiming Development: An Alternative Economic Policy Manual
Reclaiming Development: An Alternative Economic Policy Manual is a book by economist Ha-Joon Chang that critiques mainstream neoliberal development strategies and proposes heterodox, state-led alternatives for economic growth in developing countries.
- 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_6a01675eae08819093427b4dc1ffee5f |
completed | May 11, 2026, 5:21 a.m. |
| NEDg | Description generation | batch_6a016a1f6eac8190951ae30f37144d2a |
completed | May 11, 2026, 5:33 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a016a92af248190aaed36040486bf40 |
completed | May 11, 2026, 5:35 a.m. |
Created at: April 10, 2026, 5:39 a.m.