Triple

T456341
Position Surface form Disambiguated ID Type / Status
Subject Hoxhaism E7239 entity
Predicate opposes P437 FINISHED
Object Eurocommunism
Eurocommunism was a reformist current within Western European communist parties during the 1970s that sought greater independence from the Soviet Union and embraced more democratic, pluralist, and parliamentary approaches to socialism.
E57203 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: Eurocommunism | Statement: [Hoxhaism, opposes, Eurocommunism]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Eurocommunism
Context triple: [Hoxhaism, opposes, Eurocommunism]
  • A. Western Marxism
    Western Marxism is a 20th-century current of Marxist thought, associated with theorists like Herbert Marcuse, that emphasizes culture, philosophy, and critical theory over traditional economic determinism.
  • B. 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.
  • C. New Left
    The New Left was a broad 1960s–1970s political movement, especially among students and intellectuals in the United States and Western Europe, that emphasized civil rights, participatory democracy, and opposition to the Vietnam War and traditional establishment politics.
  • D. 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.
  • E. Cominform
    Cominform was a Soviet-dominated international communist organization (1947–1956) that coordinated the policies and activities of various European communist parties during the early Cold War.
  • 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: Eurocommunism
Triple: [Hoxhaism, opposes, Eurocommunism]
Generated description
Eurocommunism was a reformist current within Western European communist parties during the 1970s that sought greater independence from the Soviet Union and embraced more democratic, pluralist, and parliamentary approaches to socialism.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Eurocommunism
Target entity description: Eurocommunism was a reformist current within Western European communist parties during the 1970s that sought greater independence from the Soviet Union and embraced more democratic, pluralist, and parliamentary approaches to socialism.
  • A. Western Marxism
    Western Marxism is a 20th-century current of Marxist thought, associated with theorists like Herbert Marcuse, that emphasizes culture, philosophy, and critical theory over traditional economic determinism.
  • B. 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.
  • C. New Left
    The New Left was a broad 1960s–1970s political movement, especially among students and intellectuals in the United States and Western Europe, that emphasized civil rights, participatory democracy, and opposition to the Vietnam War and traditional establishment politics.
  • D. 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.
  • E. Cominform
    Cominform was a Soviet-dominated international communist organization (1947–1956) that coordinated the policies and activities of various European communist parties during the early Cold War.
  • 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_69a2e7e5c5bc8190a1dc8178218fba40 completed Feb. 28, 2026, 1:04 p.m.
NER Named-entity recognition batch_69a2ef9f772c8190863399c5ee1378fe completed Feb. 28, 2026, 1:37 p.m.
NED1 Entity disambiguation (via context triple) batch_69a44cbecca48190ab10a14ed0037339 completed March 1, 2026, 2:27 p.m.
NEDg Description generation batch_69a44d2011948190ae88f3e014bbe6d7 completed March 1, 2026, 2:28 p.m.
NED2 Entity disambiguation (via description) batch_69a44d69d7d08190aeaa3cec973d5a48 completed March 1, 2026, 2:30 p.m.
Created at: Feb. 28, 2026, 1:12 p.m.