Triple
T9382380
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Karl Korsch |
E225817
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object | Marxism and Philosophy |
E36052
|
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 and Philosophy | Statement: [Karl Korsch, notableWork, Marxism and Philosophy]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Marxism and Philosophy Context triple: [Karl Korsch, notableWork, Marxism and Philosophy]
-
A.
Marxist humanism
Marxist humanism is a philosophical current that interprets Marxism through a human-centered lens, emphasizing human agency, alienation, and emancipation over economic determinism or rigid structuralism.
-
B.
Western Marxism
chosen
Western Marxism is a 20th-century current of Marxist thought, associated with theorists like Herbert Marcuse, that emphasizes culture, philosophy, and critical theory over traditional economic determinism.
-
C.
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.
-
D.
Analytical Marxism
Analytical Marxism is a school of thought that applies the methods and clarity of analytic philosophy and rational-choice theory to the study and reconstruction of Marxist theory.
-
E.
Chinese Marxism
Chinese Marxism is the localized adaptation of Marxist theory in China, shaped by the Chinese Communist Party’s revolutionary experience, Mao Zedong Thought, and subsequent reforms to guide the country’s socialist development.
- 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_69ca842e9dcc8190a264119e683cfe04 |
completed | March 30, 2026, 2:09 p.m. |
| NER | Named-entity recognition | batch_69cd50c11d648190b03cedbce0b72c60 |
completed | April 1, 2026, 5:07 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d0f4346be881909acfd218e7468782 |
completed | April 4, 2026, 11:21 a.m. |
Created at: March 30, 2026, 7:44 p.m.