Triple

T20631909
Position Surface form Disambiguated ID Type / Status
Subject Padma Desai E506975 entity
Predicate notableWork P4 FINISHED
Object Perestroika in Perspective: The Design and Dilemmas of Soviet Reform
Perestroika in Perspective: The Design and Dilemmas of Soviet Reform is an analytical study by economist Padma Desai that critically examines the goals, structure, and challenges of Mikhail Gorbachev’s economic and political reforms in the late Soviet Union.
E1441368 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: Perestroika in Perspective: The Design and Dilemmas of Soviet Reform | Statement: [Padma Desai, notableWork, Perestroika in Perspective: The Design and Dilemmas of Soviet Reform]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Perestroika in Perspective: The Design and Dilemmas of Soviet Reform
Context triple: [Padma Desai, notableWork, Perestroika in Perspective: The Design and Dilemmas of Soviet Reform]
  • A. Expansion and Coexistence: The History of Soviet Foreign Policy, 1917–67
    "Expansion and Coexistence: The History of Soviet Foreign Policy, 1917–67" is a major scholarly study by historian Adam Ulam that analyzes the evolution, ideology, and practice of Soviet foreign policy from the Bolshevik Revolution through the mid-1960s.
  • B. Ideologies and Illusions: Revolutionary Thought from Herzen to Solzhenitsyn
    Ideologies and Illusions: Revolutionary Thought from Herzen to Solzhenitsyn is a historical and intellectual study that traces the development and consequences of Russian revolutionary thought from the 19th century through the Soviet era.
  • C. From Stalinism to Eurocommunism
    From Stalinism to Eurocommunism is a political and historical analysis by Ernest Mandel that critiques the evolution of communist movements in the 20th century, particularly the shift from orthodox Stalinism to more reformist Eurocommunist currents.
  • D. The Soviet Mind
    The Soviet Mind is a collection of essays by political philosopher Isaiah Berlin that explores the nature of Soviet ideology, totalitarianism, and Russian intellectual history.
  • E. Russian economic reforms of the 1990s
    The Russian economic reforms of the 1990s were a series of rapid market-oriented changes, including privatization and price liberalization, that transformed Russia from a state-planned to a capitalist economy amid severe social and economic upheaval.
  • 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: Perestroika in Perspective: The Design and Dilemmas of Soviet Reform
Triple: [Padma Desai, notableWork, Perestroika in Perspective: The Design and Dilemmas of Soviet Reform]
Generated description
Perestroika in Perspective: The Design and Dilemmas of Soviet Reform is an analytical study by economist Padma Desai that critically examines the goals, structure, and challenges of Mikhail Gorbachev’s economic and political reforms in the late Soviet Union.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Perestroika in Perspective: The Design and Dilemmas of Soviet Reform
Target entity description: Perestroika in Perspective: The Design and Dilemmas of Soviet Reform is an analytical study by economist Padma Desai that critically examines the goals, structure, and challenges of Mikhail Gorbachev’s economic and political reforms in the late Soviet Union.
  • A. Expansion and Coexistence: The History of Soviet Foreign Policy, 1917–67
    "Expansion and Coexistence: The History of Soviet Foreign Policy, 1917–67" is a major scholarly study by historian Adam Ulam that analyzes the evolution, ideology, and practice of Soviet foreign policy from the Bolshevik Revolution through the mid-1960s.
  • B. Ideologies and Illusions: Revolutionary Thought from Herzen to Solzhenitsyn
    Ideologies and Illusions: Revolutionary Thought from Herzen to Solzhenitsyn is a historical and intellectual study that traces the development and consequences of Russian revolutionary thought from the 19th century through the Soviet era.
  • C. From Stalinism to Eurocommunism
    From Stalinism to Eurocommunism is a political and historical analysis by Ernest Mandel that critiques the evolution of communist movements in the 20th century, particularly the shift from orthodox Stalinism to more reformist Eurocommunist currents.
  • D. The Soviet Mind
    The Soviet Mind is a collection of essays by political philosopher Isaiah Berlin that explores the nature of Soviet ideology, totalitarianism, and Russian intellectual history.
  • E. Russian economic reforms of the 1990s
    The Russian economic reforms of the 1990s were a series of rapid market-oriented changes, including privatization and price liberalization, that transformed Russia from a state-planned to a capitalist economy amid severe social and economic upheaval.
  • 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.