Triple
T20631910
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Padma Desai |
E506975
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
The Soviet Economy: Problems and Prospects
"The Soviet Economy: Problems and Prospects" is an influential scholarly analysis by economist Padma Desai that critically examines the structure, performance, and future challenges of the Soviet economic system.
|
E1441369
|
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 Soviet Economy: Problems and Prospects | Statement: [Padma Desai, notableWork, The Soviet Economy: Problems and Prospects]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: The Soviet Economy: Problems and Prospects Context triple: [Padma Desai, notableWork, The Soviet Economy: Problems and Prospects]
-
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.
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.
-
C.
The Economic Life of Soviet Russia
The Economic Life of Soviet Russia is an influential early 20th-century economic study analyzing the structure, policies, and performance of the Soviet planned economy.
-
D.
Soviet economy
The Soviet economy was a centrally planned, state-controlled economic system characterized by government ownership of industry, collective agriculture, and production targets set by national plans rather than market forces.
-
E.
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.
- 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 Soviet Economy: Problems and Prospects Triple: [Padma Desai, notableWork, The Soviet Economy: Problems and Prospects]
Generated description
"The Soviet Economy: Problems and Prospects" is an influential scholarly analysis by economist Padma Desai that critically examines the structure, performance, and future challenges of the Soviet economic system.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: The Soviet Economy: Problems and Prospects Target entity description: "The Soviet Economy: Problems and Prospects" is an influential scholarly analysis by economist Padma Desai that critically examines the structure, performance, and future challenges of the Soviet economic system.
-
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.
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.
-
C.
The Economic Life of Soviet Russia
The Economic Life of Soviet Russia is an influential early 20th-century economic study analyzing the structure, policies, and performance of the Soviet planned economy.
-
D.
Soviet economy
The Soviet economy was a centrally planned, state-controlled economic system characterized by government ownership of industry, collective agriculture, and production targets set by national plans rather than market forces.
-
E.
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.
- 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_69e0b4bd4a0081908d4e97a590a33fb2 |
completed | April 16, 2026, 10:06 a.m. |
| NER | Named-entity recognition | batch_69e6ad0b0508819093c62a4ceaf860ce |
completed | April 20, 2026, 10:47 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a08bb21b3e48190a568a7e2d7e4bb7f |
completed | May 16, 2026, 6:44 p.m. |
| NEDg | Description generation | batch_6a08bbc5d9dc8190a6c58039a27ba9ae |
completed | May 16, 2026, 6:47 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a08bcbfc45881909af82e14f84ecd23 |
completed | May 16, 2026, 6:51 p.m. |
Created at: April 16, 2026, 11:42 a.m.