Triple

T86704
Position Surface form Disambiguated ID Type / Status
Subject Marxism–Leninism E1742 entity
Predicate influenced P9 FINISHED
Object Hoxhaism
Hoxhaism is a staunchly anti-revisionist, orthodox Marxist–Leninist ideology associated with Albanian leader Enver Hoxha, emphasizing strict centralization, self-reliance, and opposition to both Soviet and Chinese deviations from classical communism.
E7239 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: Hoxhaism | Statement: [Marxism–Leninism, influenced, Hoxhaism]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Hoxhaism
Context triple: [Marxism–Leninism, influenced, Hoxhaism]
  • A. Marxism–Leninism
    Marxism–Leninism is a communist ideological framework that synthesizes Karl Marx’s and Vladimir Lenin’s theories into a doctrine of one-party rule, state control of the economy, and revolutionary vanguard leadership, most prominently associated with the Soviet Union under Joseph Stalin.
  • B. Eastern Bloc regimes
    Eastern Bloc regimes were the communist governments of Central and Eastern Europe during the Cold War, characterized by one-party rule, state control of the economy, and political alignment with the Soviet Union.
  • C. Balkans
    The Balkans is a historically and culturally diverse region in Southeast Europe known for its complex mix of ethnicities, religions, and languages and its pivotal role in European and Mediterranean history.
  • D. Czechoslovak government-in-exile
    The Czechoslovak government-in-exile was the internationally recognized leadership of occupied Czechoslovakia during World War II, based primarily in London and headed by President Edvard Beneš.
  • E. Warsaw Pact
    The Warsaw Pact was a Cold War-era military alliance of Eastern Bloc socialist states led by the Soviet Union, formed to counterbalance NATO.
  • 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: Hoxhaism
Triple: [Marxism–Leninism, influenced, Hoxhaism]
Generated description
Hoxhaism is a staunchly anti-revisionist, orthodox Marxist–Leninist ideology associated with Albanian leader Enver Hoxha, emphasizing strict centralization, self-reliance, and opposition to both Soviet and Chinese deviations from classical communism.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Hoxhaism
Target entity description: Hoxhaism is a staunchly anti-revisionist, orthodox Marxist–Leninist ideology associated with Albanian leader Enver Hoxha, emphasizing strict centralization, self-reliance, and opposition to both Soviet and Chinese deviations from classical communism.
  • A. Marxism–Leninism
    Marxism–Leninism is a communist ideological framework that synthesizes Karl Marx’s and Vladimir Lenin’s theories into a doctrine of one-party rule, state control of the economy, and revolutionary vanguard leadership, most prominently associated with the Soviet Union under Joseph Stalin.
  • B. Eastern Bloc regimes
    Eastern Bloc regimes were the communist governments of Central and Eastern Europe during the Cold War, characterized by one-party rule, state control of the economy, and political alignment with the Soviet Union.
  • C. Balkans
    The Balkans is a historically and culturally diverse region in Southeast Europe known for its complex mix of ethnicities, religions, and languages and its pivotal role in European and Mediterranean history.
  • D. Czechoslovak government-in-exile
    The Czechoslovak government-in-exile was the internationally recognized leadership of occupied Czechoslovakia during World War II, based primarily in London and headed by President Edvard Beneš.
  • E. Warsaw Pact
    The Warsaw Pact was a Cold War-era military alliance of Eastern Bloc socialist states led by the Soviet Union, formed to counterbalance NATO.
  • 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_69a24c8150408190910a693eb51c1f71 completed Feb. 28, 2026, 2:01 a.m.
NER Named-entity recognition batch_69a24f50e004819083f5bfccd597a312 completed Feb. 28, 2026, 2:13 a.m.
NED1 Entity disambiguation (via context triple) batch_69a25abdf36c819087c4be57bd8ce8c5 completed Feb. 28, 2026, 3:02 a.m.
NEDg Description generation batch_69a25c02d05c819096ee8add17b60d87 completed Feb. 28, 2026, 3:07 a.m.
NED2 Entity disambiguation (via description) batch_69a25c8a34e88190bb6b2eae14f773a7 completed Feb. 28, 2026, 3:10 a.m.
Created at: Feb. 28, 2026, 2:06 a.m.