Triple
T11063458
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | John Berger |
E261563
|
entity |
| Predicate | movement |
P81
|
FINISHED |
| Object | Marxism |
E10277
|
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: Marxism | Statement: [John Berger, movement, Marxism]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Marxism Context triple: [John Berger, movement, Marxism]
-
A.
Marxism
chosen
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.
-
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.
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.
-
D.
Marx
Marx is the surname of the famous American entertainment family whose members, including Harpo, became renowned as the Marx Brothers in early 20th-century comedy.
-
E.
Marx
Marx is a major villain from the Kirby video game series, known for his jester-like appearance and transformation into a powerful final boss.
- 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_69d6aa98650481908609c7c56bfa7902 |
completed | April 8, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69d798ed07f88190bf501d9f63386ada |
completed | April 9, 2026, 12:17 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69e3c8977f98819082dec025e92782da |
completed | April 18, 2026, 6:08 p.m. |
Created at: April 8, 2026, 9:26 p.m.