Triple
T2016028
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Western Marxism |
E36052
|
entity |
| Predicate | relatedTo |
P37
|
FINISHED |
| Object |
Italian Marxism
Italian Marxism is a distinctive current of Western Marxist thought, exemplified by figures like Antonio Gramsci, that emphasizes culture, civil society, and intellectual hegemony in the struggle for socialism.
|
E36052
|
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: Italian Marxism | Statement: [Western Marxism, relatedTo, Italian Marxism]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Italian Marxism Context triple: [Western Marxism, relatedTo, Italian Marxism]
-
A.
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.
-
B.
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.
-
C.
Eurocommunism
Eurocommunism was a reformist current within Western European communist parties during the 1970s that sought greater independence from the Soviet Union and embraced more democratic, pluralist, and parliamentary approaches to socialism.
-
D.
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.
-
E.
Italian Communist Party
The Italian Communist Party was a major 20th-century Marxist-Leninist political party in Italy that played a central role in the country’s left-wing politics and labor movements before dissolving in the early 1990s.
- 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: Italian Marxism Triple: [Western Marxism, relatedTo, Italian Marxism]
Generated description
Italian Marxism is a distinctive current of Western Marxist thought, exemplified by figures like Antonio Gramsci, that emphasizes culture, civil society, and intellectual hegemony in the struggle for socialism.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Italian Marxism Target entity description: Italian Marxism is a distinctive current of Western Marxist thought, exemplified by figures like Antonio Gramsci, that emphasizes culture, civil society, and intellectual hegemony in the struggle for socialism.
-
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.
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.
-
C.
Eurocommunism
Eurocommunism was a reformist current within Western European communist parties during the 1970s that sought greater independence from the Soviet Union and embraced more democratic, pluralist, and parliamentary approaches to socialism.
-
D.
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.
-
E.
Italian Communist Party
The Italian Communist Party was a major 20th-century Marxist-Leninist political party in Italy that played a central role in the country’s left-wing politics and labor movements before dissolving in the early 1990s.
- F. None of above.
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_69a8891201bc8190aca837be6de41579 |
completed | March 4, 2026, 7:33 p.m. |
| NER | Named-entity recognition | batch_69abb8cb16048190bc626685fbb5f707 |
completed | March 7, 2026, 5:34 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ae0aef0fe88190adf9cd218cf7d8b4 |
completed | March 8, 2026, 11:49 p.m. |
| NEDg | Description generation | batch_69ae0c1ea0388190b44af2223517129e |
completed | March 8, 2026, 11:54 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ae0c7719e881909059cef2c513a05a |
completed | March 8, 2026, 11:55 p.m. |
Created at: March 4, 2026, 7:38 p.m.