Triple

T8954596
Position Surface form Disambiguated ID Type / Status
Subject New Economic Mechanism in Hungary E213440 entity
Predicate associatedWith P37 FINISHED
Object goulash communism
Goulash communism was a more liberal, consumer-oriented variant of socialism practiced in Hungary during the Kádár era, marked by limited market reforms, relative economic prosperity, and a comparatively higher standard of living within the Eastern Bloc.
E768088 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: goulash communism | Statement: [New Economic Mechanism in Hungary, associatedWith, goulash communism]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: goulash communism
Context triple: [New Economic Mechanism in Hungary, associatedWith, goulash communism]
  • A. communism
    Communism is a socio-economic and political ideology advocating a classless, stateless society in which the means of production are collectively owned and controlled.
  • B. post-communist Hungary
    Post-communist Hungary is the period in Hungary’s history following the fall of its socialist regime in 1989, marked by democratic transition, market reforms, and renewed engagement with Western political, economic, and religious institutions.
  • C. Tesni sotsialisti
    Tesni sotsialisti was a Marxist-oriented Bulgarian political party representing the narrow socialist wing of the country’s early social democratic movement.
  • D. Polish People’s Republic
    The Polish People’s Republic was the communist state that governed Poland from the end of World War II until 1989 under Soviet influence and a one-party socialist system.
  • E. The Annals of Communism
    The Annals of Communism is a scholarly book series that publishes translated and annotated documents from Soviet archives, illuminating the history and inner workings of the communist regime.
  • 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: goulash communism
Triple: [New Economic Mechanism in Hungary, associatedWith, goulash communism]
Generated description
Goulash communism was a more liberal, consumer-oriented variant of socialism practiced in Hungary during the Kádár era, marked by limited market reforms, relative economic prosperity, and a comparatively higher standard of living within the Eastern Bloc.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: goulash communism
Target entity description: Goulash communism was a more liberal, consumer-oriented variant of socialism practiced in Hungary during the Kádár era, marked by limited market reforms, relative economic prosperity, and a comparatively higher standard of living within the Eastern Bloc.
  • A. communism
    Communism is a socio-economic and political ideology advocating a classless, stateless society in which the means of production are collectively owned and controlled.
  • B. post-communist Hungary
    Post-communist Hungary is the period in Hungary’s history following the fall of its socialist regime in 1989, marked by democratic transition, market reforms, and renewed engagement with Western political, economic, and religious institutions.
  • C. Tesni sotsialisti
    Tesni sotsialisti was a Marxist-oriented Bulgarian political party representing the narrow socialist wing of the country’s early social democratic movement.
  • D. Polish People’s Republic
    The Polish People’s Republic was the communist state that governed Poland from the end of World War II until 1989 under Soviet influence and a one-party socialist system.
  • E. The Annals of Communism
    The Annals of Communism is a scholarly book series that publishes translated and annotated documents from Soviet archives, illuminating the history and inner workings of the communist regime.
  • 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_69ca8399ad2081909f8fa41d4314c215 completed March 30, 2026, 2:07 p.m.
NER Named-entity recognition batch_69cc6724f3e4819092c6b13d80871e80 completed April 1, 2026, 12:30 a.m.
NED1 Entity disambiguation (via context triple) batch_69cfc21405ac8190a7129c0877ef41b0 completed April 3, 2026, 1:35 p.m.
NEDg Description generation batch_69cfc31798ec81908c200dd17be5e785 completed April 3, 2026, 1:39 p.m.
NED2 Entity disambiguation (via description) batch_69cfc44441208190a6b588c0609511fb completed April 3, 2026, 1:44 p.m.
Created at: March 30, 2026, 7 p.m.