Triple
T7284576
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Aesthetic Theory |
E163833
|
entity |
| Predicate | philosophicalTradition |
P3629
|
FINISHED |
| Object | Western Marxism |
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: Western Marxism | Statement: [Aesthetic Theory, philosophicalTradition, Western Marxism]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Western Marxism Context triple: [Aesthetic Theory, philosophicalTradition, Western Marxism]
-
A.
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.
-
B.
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.
-
C.
School of Marxism
The School of Marxism is an academic faculty at Wuhan University dedicated to research and teaching in Marxist theory, ideology, and related social sciences.
-
D.
School of Marxism
The School of Marxism is an academic unit at Tianjin University dedicated to teaching and researching Marxist theory, ideology, and related social sciences.
-
E.
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.
- 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_69c6886093b88190a254b1ce6db8bae7 |
completed | March 27, 2026, 1:38 p.m. |
| NER | Named-entity recognition | batch_69c6eb5071ec8190806f2e3e3bea06c7 |
completed | March 27, 2026, 8:40 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c7eedbbc3c81909a02c4fb63e428c0 |
completed | March 28, 2026, 3:08 p.m. |
Created at: March 27, 2026, 2:59 p.m.