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.