Triple
T7098
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Joseph Stalin |
E140
|
entity |
| Predicate | ideology |
P496
|
FINISHED |
| Object |
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.
|
E1742
|
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: Marxism–Leninism | Statement: [Joseph Stalin, ideology, Marxism–Leninism]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Marxism–Leninism Context triple: [Joseph Stalin, ideology, Marxism–Leninism]
-
A.
Joseph Stalin
Joseph Stalin was the authoritarian leader of the Soviet Union from the mid-1920s until his death in 1953, overseeing rapid industrialization, World War II victory, and brutal political repression.
-
B.
Soviet Union
The Soviet Union was a socialist superpower that dominated Eastern Europe and led the communist bloc during the Cold War.
-
C.
Hero of Socialist Labour
Hero of Socialist Labour was one of the highest honorary titles in the Soviet Union, awarded to individuals for exceptional achievements in the national economy and culture.
-
D.
Truman Doctrine
The Truman Doctrine was a U.S. foreign policy announced in 1947 that committed the United States to providing political, military, and economic assistance to countries threatened by communism, marking the start of the Cold War containment strategy.
-
E.
Theodor
Theodor "Ted" Nelson is an American pioneer of information technology best known for coining the term "hypertext" and envisioning global hyperlinked document systems.
- 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: Marxism–Leninism Triple: [Joseph Stalin, ideology, Marxism–Leninism]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Marxism–Leninism Target entity description: 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.
-
A.
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.
-
B.
Joseph Stalin
Joseph Stalin was the authoritarian leader of the Soviet Union from the mid-1920s until his death in 1953, overseeing rapid industrialization, World War II victory, and brutal political repression.
-
C.
Soviet Union
The Soviet Union was a socialist superpower that dominated Eastern Europe and led the communist bloc during the Cold War.
-
D.
Supreme Soviet of the Soviet Union
The Supreme Soviet of the Soviet Union was the highest legislative body and nominal supreme authority of the USSR, functioning as its national parliament from 1938 until the country's dissolution in 1991.
-
E.
Hero of Socialist Labour
Hero of Socialist Labour was one of the highest honorary titles in the Soviet Union, awarded to individuals for exceptional achievements in the national economy and culture.
- 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_69a23bb612708190b09f25385e4b63d1 |
completed | Feb. 28, 2026, 12:49 a.m. |
| NER | Named-entity recognition | batch_69a23ff1903c8190a7d1051b4795eecd |
completed | Feb. 28, 2026, 1:08 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a248d5b92481909a846984a8639067 |
completed | Feb. 28, 2026, 1:45 a.m. |
| NEDg | Description generation | batch_69a24b7dd264819084b601cf7a4557ff |
completed | Feb. 28, 2026, 1:57 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69a24c05ab408190a7f3ece62f39977d |
completed | Feb. 28, 2026, 1:59 a.m. |
Created at: Feb. 28, 2026, 12:54 a.m.