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.