Triple

T10154391
Position Surface form Disambiguated ID Type / Status
Subject János Csermanek E232735 entity
Predicate implementedPolicy P172 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 cultural openness, and a higher standard of living compared to other Eastern Bloc countries.
E843600 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: [János Csermanek, implementedPolicy, Goulash Communism]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Goulash Communism
Context triple: [János Csermanek, implementedPolicy, Goulash Communism]
  • A. Tesni sotsialisti
    Tesni sotsialisti was a Marxist-oriented Bulgarian political party representing the narrow socialist wing of the country’s early social democratic movement.
  • B. Hungary: The Unwilling Satellite
    "Hungary: The Unwilling Satellite" is a historical and political analysis by John Flournoy Montgomery examining Hungary’s reluctant role within the Soviet sphere of influence during and after World War II.
  • C. 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.
  • D. The Khrushchevites
    The Khrushchevites is a polemical work by Albanian leader Enver Hoxha that denounces Nikita Khrushchev’s policies and the Soviet Union’s post-Stalin leadership from a hardline Stalinist perspective.
  • E. Foolish Fatherland
    Foolish Fatherland is the common English name for the early post-independence period in Colombia marked by political fragmentation and internal conflict between 1810 and 1816.
  • 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: [János Csermanek, implementedPolicy, 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 cultural openness, and a higher standard of living compared to other Eastern Bloc countries.
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 cultural openness, and a higher standard of living compared to other Eastern Bloc countries.
  • A. Tesni sotsialisti
    Tesni sotsialisti was a Marxist-oriented Bulgarian political party representing the narrow socialist wing of the country’s early social democratic movement.
  • B. Hungary: The Unwilling Satellite
    "Hungary: The Unwilling Satellite" is a historical and political analysis by John Flournoy Montgomery examining Hungary’s reluctant role within the Soviet sphere of influence during and after World War II.
  • C. 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.
  • D. The Khrushchevites
    The Khrushchevites is a polemical work by Albanian leader Enver Hoxha that denounces Nikita Khrushchev’s policies and the Soviet Union’s post-Stalin leadership from a hardline Stalinist perspective.
  • E. Foolish Fatherland
    Foolish Fatherland is the common English name for the early post-independence period in Colombia marked by political fragmentation and internal conflict between 1810 and 1816.
  • 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_69ca84885e48819088a31b127cf44904 completed March 30, 2026, 2:11 p.m.
NER Named-entity recognition batch_69cdec38f594819088a7eb73fc25feff completed April 2, 2026, 4:10 a.m.
NED1 Entity disambiguation (via context triple) batch_69d2e6541e488190814e6395f219eb12 completed April 5, 2026, 10:46 p.m.
NEDg Description generation batch_69d2e7408e58819083c43e334a87a09f completed April 5, 2026, 10:50 p.m.
NED2 Entity disambiguation (via description) batch_69d2e7b854d08190ac2af642970b7f09 completed April 5, 2026, 10:52 p.m.
Created at: March 30, 2026, 9:08 p.m.