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.