Triple
T4165525
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | The Use of Knowledge in Society |
E84435
|
entity |
| Predicate | relatedTo |
P37
|
FINISHED |
| Object |
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.
|
E418206
|
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 debate | Statement: [The Use of Knowledge in Society, relatedTo, socialist calculation debate]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: socialist calculation debate Context triple: [The Use of Knowledge in Society, relatedTo, socialist calculation debate]
-
A.
Five-Year Plans for the National Economy of the Soviet Union
The Five-Year Plans for the National Economy of the Soviet Union were a series of centralized, state-directed economic programs that rapidly industrialized the USSR and transformed its agrarian economy under communist rule.
-
B.
Soviet economic reforms of 1965
The Soviet economic reforms of 1965 were a set of market-oriented changes aimed at improving efficiency and decentralization in the USSR’s planned economy, particularly by giving enterprises more autonomy and linking bonuses to profitability.
-
C.
The Economic Point of View
The Economic Point of View is a foundational work in Austrian economics by Israel Kirzner that clarifies and defends the distinct methodological perspective of economic science.
-
D.
On the Substitution of a Tax in Kind for the Surplus-Grain Appropriation System
"On the Substitution of a Tax in Kind for the Surplus-Grain Appropriation System" was a key 1921 Bolshevik policy document that introduced the New Economic Policy by replacing War Communism’s grain requisitioning with a tax in kind on peasants.
-
E.
On the Theory of Economic Policy
On the Theory of Economic Policy is a foundational work in economics by Jan Tinbergen that systematically analyzes how governments can design and coordinate economic policies using formal models and quantitative 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: socialist calculation debate Triple: [The Use of Knowledge in Society, relatedTo, socialist calculation debate]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: socialist calculation debate Target entity description: 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.
-
A.
Five-Year Plans for the National Economy of the Soviet Union
The Five-Year Plans for the National Economy of the Soviet Union were a series of centralized, state-directed economic programs that rapidly industrialized the USSR and transformed its agrarian economy under communist rule.
-
B.
Soviet economic reforms of 1965
The Soviet economic reforms of 1965 were a set of market-oriented changes aimed at improving efficiency and decentralization in the USSR’s planned economy, particularly by giving enterprises more autonomy and linking bonuses to profitability.
-
C.
The Economic Point of View
The Economic Point of View is a foundational work in Austrian economics by Israel Kirzner that clarifies and defends the distinct methodological perspective of economic science.
-
D.
On the Substitution of a Tax in Kind for the Surplus-Grain Appropriation System
"On the Substitution of a Tax in Kind for the Surplus-Grain Appropriation System" was a key 1921 Bolshevik policy document that introduced the New Economic Policy by replacing War Communism’s grain requisitioning with a tax in kind on peasants.
-
E.
On the Theory of Economic Policy
On the Theory of Economic Policy is a foundational work in economics by Jan Tinbergen that systematically analyzes how governments can design and coordinate economic policies using formal models and quantitative 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_69aed932cab48190b80ffe35f7029ae1 |
completed | March 9, 2026, 2:29 p.m. |
| NER | Named-entity recognition | batch_69af02ac8e788190a8f3563a2903bbad |
completed | March 9, 2026, 5:26 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b57f478c948190a997e006015e588d |
completed | March 14, 2026, 3:31 p.m. |
| NEDg | Description generation | batch_69b57fcd3d60819086ab5ad7b69242a2 |
completed | March 14, 2026, 3:33 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b5803ec2088190ac9d4b3d34278e17 |
completed | March 14, 2026, 3:35 p.m. |
Created at: March 9, 2026, 3:44 p.m.