Triple

T323004
Position Surface form Disambiguated ID Type / Status
Subject Muammar Gaddafi E6455 entity
Predicate politicalIdeology P496 FINISHED
Object Islamic socialism
Islamic socialism is a political ideology that blends principles of socialism—such as social justice, wealth redistribution, and state-led development—with Islamic values, law, and cultural frameworks.
E41523 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: Islamic socialism | Statement: [Muammar Gaddafi, politicalIdeology, Islamic socialism]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Islamic socialism
Context triple: [Muammar Gaddafi, politicalIdeology, Islamic socialism]
  • A. Maoism
    Maoism is a variant of communist ideology developed from Marxism–Leninism that emphasizes peasant-led revolution, protracted people’s war, and continuous class struggle under a vanguard party.
  • B. 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.
  • C. libertarian socialism
    Libertarian socialism is a left-wing political philosophy that advocates a stateless, classless society based on direct democracy, workers’ self-management, and decentralized, non-hierarchical institutions.
  • D. Marxism
    Marxism is a socio-economic and political theory developed by Karl Marx and Friedrich Engels that analyzes class relations and societal conflict through the lens of historical materialism and advocates for the abolition of capitalism and the establishment of a classless, communist society.
  • E. 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.
  • 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: Islamic socialism
Triple: [Muammar Gaddafi, politicalIdeology, Islamic socialism]
Generated description
Islamic socialism is a political ideology that blends principles of socialism—such as social justice, wealth redistribution, and state-led development—with Islamic values, law, and cultural frameworks.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Islamic socialism
Target entity description: Islamic socialism is a political ideology that blends principles of socialism—such as social justice, wealth redistribution, and state-led development—with Islamic values, law, and cultural frameworks.
  • A. Maoism
    Maoism is a variant of communist ideology developed from Marxism–Leninism that emphasizes peasant-led revolution, protracted people’s war, and continuous class struggle under a vanguard party.
  • B. 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.
  • C. libertarian socialism
    Libertarian socialism is a left-wing political philosophy that advocates a stateless, classless society based on direct democracy, workers’ self-management, and decentralized, non-hierarchical institutions.
  • D. Marxism
    Marxism is a socio-economic and political theory developed by Karl Marx and Friedrich Engels that analyzes class relations and societal conflict through the lens of historical materialism and advocates for the abolition of capitalism and the establishment of a classless, communist society.
  • E. 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.
  • 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_69a2e7933d6c8190bb2592ad13286ef2 completed Feb. 28, 2026, 1:03 p.m.
NER Named-entity recognition batch_69a2ea82ba748190bae651f5de908617 completed Feb. 28, 2026, 1:15 p.m.
NED1 Entity disambiguation (via context triple) batch_69a3cb0203c081909fadc99c2172c87a completed March 1, 2026, 5:13 a.m.
NEDg Description generation batch_69a3cb812dc081908a359022c8b5cf58 completed March 1, 2026, 5:15 a.m.
NED2 Entity disambiguation (via description) batch_69a3cbedcaf081908b4abdd3c7ce0474 completed March 1, 2026, 5:17 a.m.
Created at: Feb. 28, 2026, 1:08 p.m.