Triple
T10728343
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | The Ethical Dimensions of Marxist Thought |
E253008
|
entity |
| Predicate | hasPerspective |
P380
|
FINISHED |
| Object | Marxist humanism |
E646592
|
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: Marxist humanism | Statement: [The Ethical Dimensions of Marxist Thought, hasPerspective, Marxist humanism]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Marxist humanism Context triple: [The Ethical Dimensions of Marxist Thought, hasPerspective, Marxist humanism]
-
A.
Marxist humanism
chosen
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
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.
School of Marxism
The School of Marxism is an academic faculty specializing in Marxist theory, political thought, and ideological education within Shanghai University of Finance and Economics.
-
E.
School of Marxism
The School of Marxism is an academic faculty dedicated to teaching and researching Marxist theory, ideology, and related social sciences within the university.
- 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_69d6aa5d8be481909a43218b2bfdbe95 |
completed | April 8, 2026, 7:19 p.m. |
| NER | Named-entity recognition | batch_69d70fc92a18819089cc67afee1c9b96 |
completed | April 9, 2026, 2:32 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69de2297f7a48190b194f7e611d0682b |
completed | April 14, 2026, 11:18 a.m. |
Created at: April 8, 2026, 9:14 p.m.