Triple

T1670133
Position Surface form Disambiguated ID Type / Status
Subject Alexei Kosygin E36104 entity
Predicate workedOn P3 FINISHED
Object 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.
E188344 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: Soviet economic reforms of 1965 | Statement: [Alexei Kosygin, workedOn, Soviet economic reforms of 1965]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Soviet economic reforms of 1965
Context triple: [Alexei Kosygin, workedOn, Soviet economic reforms of 1965]
  • A. Stakhanovite movement
    The Stakhanovite movement was a Soviet-era labor campaign that glorified and incentivized exceptionally high worker productivity as a model for socialist industrialization.
  • B. 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.
  • C. Brezhnev stagnation
    Brezhnev stagnation refers to the period of economic slowdown, political inertia, and social stagnation in the Soviet Union during Leonid Brezhnev’s leadership from the mid-1960s to early 1980s.
  • D. New Economic Policy
    The New Economic Policy was a 1920s Soviet economic strategy that temporarily reintroduced limited market mechanisms and private trade to revive the post–civil war economy before the shift to full central planning.
  • E. Gosplan
    Gosplan was the central Soviet state planning committee responsible for formulating and overseeing the USSR’s national economic plans.
  • 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: Soviet economic reforms of 1965
Triple: [Alexei Kosygin, workedOn, Soviet economic reforms of 1965]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Soviet economic reforms of 1965
Target entity description: 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.
  • A. Stakhanovite movement
    The Stakhanovite movement was a Soviet-era labor campaign that glorified and incentivized exceptionally high worker productivity as a model for socialist industrialization.
  • B. 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.
  • C. Brezhnev stagnation
    Brezhnev stagnation refers to the period of economic slowdown, political inertia, and social stagnation in the Soviet Union during Leonid Brezhnev’s leadership from the mid-1960s to early 1980s.
  • D. New Economic Policy
    The New Economic Policy was a 1920s Soviet economic strategy that temporarily reintroduced limited market mechanisms and private trade to revive the post–civil war economy before the shift to full central planning.
  • E. Gosplan
    Gosplan was the central Soviet state planning committee responsible for formulating and overseeing the USSR’s national economic plans.
  • 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_69a8861286808190939afff3ce8ee31e completed March 4, 2026, 7:20 p.m.
NER Named-entity recognition batch_69aa624285bc8190a763e99e548a3294 completed March 6, 2026, 5:12 a.m.
NED1 Entity disambiguation (via context triple) batch_69ad683461ec8190b442054443c472b3 completed March 8, 2026, 12:14 p.m.
NEDg Description generation batch_69ad693c04bc8190acc3566472a773f7 completed March 8, 2026, 12:19 p.m.
NED2 Entity disambiguation (via description) batch_69ad69b46fe88190a4dc1568cabc69b6 completed March 8, 2026, 12:21 p.m.
Created at: March 4, 2026, 7:29 p.m.