Triple
T60325
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | libertarian socialism |
E1196
|
entity |
| Predicate | relatedTo |
P37
|
FINISHED |
| Object | libertarian Marxism |
E1196
|
NE FINISHED |
How this triple was built (2 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: libertarian Marxism | Statement: [libertarian socialism, relatedTo, libertarian Marxism]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: libertarian Marxism Context triple: [libertarian socialism, relatedTo, libertarian Marxism]
-
A.
libertarian socialism
chosen
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.
-
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.
American liberalism
American liberalism is a political ideology that emphasizes an active government role in promoting social welfare, economic regulation, and civil rights within a capitalist democracy.
-
D.
The History of the Communist Party of the Soviet Union (Bolsheviks): Short Course
The History of the Communist Party of the Soviet Union (Bolsheviks): Short Course is a heavily propagandistic official textbook published in 1938 that presented a Stalinist interpretation of Soviet and party history for ideological education.
-
E.
The Age of Revolution
The Age of Revolution is a historical volume by Winston Churchill that chronicles the political and social upheavals from the late 17th to early 19th centuries in the English-speaking world.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69a24ba4f760819081f6638a3c70538a |
completed | Feb. 28, 2026, 1:57 a.m. |
| NER | Named-entity recognition | batch_69a24ee244548190bd0e5c01233cbad8 |
completed | Feb. 28, 2026, 2:11 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a2554a9e70819099ab14df3da5e403 |
completed | Feb. 28, 2026, 2:39 a.m. |
Created at: Feb. 28, 2026, 2:02 a.m.