Triple

T1899491
Position Surface form Disambiguated ID Type / Status
Subject János Kádár E37658 entity
Predicate implementedPolicy P172 FINISHED
Object New Economic Mechanism in Hungary
The New Economic Mechanism in Hungary was a major 1968 reform that introduced market-oriented elements into the country’s socialist economy, decentralizing decision-making and allowing limited private enterprise to improve efficiency and living standards.
E213440 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: New Economic Mechanism in Hungary | Statement: [János Kádár, implementedPolicy, New Economic Mechanism in Hungary]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: New Economic Mechanism in Hungary
Context triple: [János Kádár, implementedPolicy, New Economic Mechanism in Hungary]
  • A. 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.
  • B. Hungarian revisionism
    Hungarian revisionism was an interwar and World War II-era political movement aimed at overturning the Treaty of Trianon and restoring Hungary’s pre-World War I borders.
  • C. 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.
  • D. Economics of the Transition Period
    Economics of the Transition Period is a theoretical work by Soviet economist Nikolai Bukharin analyzing the economic dynamics and policies of the shift from capitalism to socialism after the Russian Revolution.
  • E. 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.
  • 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: New Economic Mechanism in Hungary
Triple: [János Kádár, implementedPolicy, New Economic Mechanism in Hungary]
Generated description
The New Economic Mechanism in Hungary was a major 1968 reform that introduced market-oriented elements into the country’s socialist economy, decentralizing decision-making and allowing limited private enterprise to improve efficiency and living standards.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: New Economic Mechanism in Hungary
Target entity description: The New Economic Mechanism in Hungary was a major 1968 reform that introduced market-oriented elements into the country’s socialist economy, decentralizing decision-making and allowing limited private enterprise to improve efficiency and living standards.
  • A. 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.
  • B. Hungarian revisionism
    Hungarian revisionism was an interwar and World War II-era political movement aimed at overturning the Treaty of Trianon and restoring Hungary’s pre-World War I borders.
  • C. 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.
  • D. Economics of the Transition Period
    Economics of the Transition Period is a theoretical work by Soviet economist Nikolai Bukharin analyzing the economic dynamics and policies of the shift from capitalism to socialism after the Russian Revolution.
  • E. 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.
  • 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_69a8861be7148190a680937ec451a304 completed March 4, 2026, 7:21 p.m.
NER Named-entity recognition batch_69abb17181b0819090683c55fd1352cb completed March 7, 2026, 5:02 a.m.
NED1 Entity disambiguation (via context triple) batch_69adeaf2c2908190bd050dee1576b36f completed March 8, 2026, 9:32 p.m.
NEDg Description generation batch_69adeb8a0a64819087e4505089e93093 completed March 8, 2026, 9:35 p.m.
NED2 Entity disambiguation (via description) batch_69adec6fcaac8190b43d0cd1aa613c95 completed March 8, 2026, 9:38 p.m.
Created at: March 4, 2026, 7:35 p.m.