Triple
T513008
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Leon Trotsky |
E10646
|
entity |
| Predicate | ideology |
P496
|
FINISHED |
| Object |
Trotskyism
Trotskyism is a Marxist revolutionary ideology advocating permanent international revolution, workers’ democracy, and opposition to Stalinist bureaucracy.
|
E65452
|
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: Trotskyism | Statement: [Leon Trotsky, ideology, Trotskyism]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Trotskyism Context triple: [Leon Trotsky, ideology, Trotskyism]
-
A.
Leninism
Leninism is a Marxist political and revolutionary theory that emphasizes the role of a vanguard party, democratic centralism, and the necessity of a proletarian dictatorship to achieve and consolidate socialism.
-
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.
Titoism
Titoism is a form of socialist ideology associated with Josip Broz Tito that emphasized workers’ self-management, non-alignment in foreign policy, and independence from Soviet control.
-
D.
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.
-
E.
Fourth International
The Fourth International is a global association of Trotskyist organizations founded in 1938 to continue revolutionary socialist and internationalist traditions in opposition to both capitalism and Stalinism.
- 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: Trotskyism Triple: [Leon Trotsky, ideology, Trotskyism]
Generated description
Trotskyism is a Marxist revolutionary ideology advocating permanent international revolution, workers’ democracy, and opposition to Stalinist bureaucracy.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Trotskyism Target entity description: Trotskyism is a Marxist revolutionary ideology advocating permanent international revolution, workers’ democracy, and opposition to Stalinist bureaucracy.
-
A.
Leninism
Leninism is a Marxist political and revolutionary theory that emphasizes the role of a vanguard party, democratic centralism, and the necessity of a proletarian dictatorship to achieve and consolidate socialism.
-
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.
Titoism
Titoism is a form of socialist ideology associated with Josip Broz Tito that emphasized workers’ self-management, non-alignment in foreign policy, and independence from Soviet control.
-
D.
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.
-
E.
Fourth International
The Fourth International is a global association of Trotskyist organizations founded in 1938 to continue revolutionary socialist and internationalist traditions in opposition to both capitalism and Stalinism.
- 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_69a2e84a0d08819087e01863fcd9abf1 |
completed | Feb. 28, 2026, 1:06 p.m. |
| NER | Named-entity recognition | batch_69a2f1804e908190a1d34ac952e84a3f |
completed | Feb. 28, 2026, 1:45 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a4ab1bc2e48190b15d777af2a76a1a |
completed | March 1, 2026, 9:09 p.m. |
| NEDg | Description generation | batch_69a4aee8b2ac81908d21ca622bbcec93 |
completed | March 1, 2026, 9:26 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69a4af37dd3c8190879d0371a3846e0d |
completed | March 1, 2026, 9:27 p.m. |
Created at: Feb. 28, 2026, 1:12 p.m.