Triple
T17415321
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Redistribution or Recognition? A Political-Philosophical Exchange |
E423473
|
entity |
| Predicate | influencedBy |
P9
|
FINISHED |
| Object |
Marxist social theory
Marxist social theory is a critical framework that analyzes society through the lens of class relations, economic structures, and power, emphasizing how material conditions shape social and political life.
|
E1267420
|
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: Marxist social theory | Statement: [Redistribution or Recognition? A Political-Philosophical Exchange, influencedBy, Marxist social theory]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Marxist social theory Context triple: [Redistribution or Recognition? A Political-Philosophical Exchange, influencedBy, Marxist social theory]
-
A.
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.
-
B.
Politics and Ideology in Marxist Theory
Politics and Ideology in Marxist Theory is a seminal 1977 book by Ernesto Laclau that critically reexamines classical Marxism by emphasizing the central role of discourse, ideology, and political struggle in the formation of social identities.
-
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.
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. 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: Marxist social theory Triple: [Redistribution or Recognition? A Political-Philosophical Exchange, influencedBy, Marxist social theory]
Generated description
Marxist social theory is a critical framework that analyzes society through the lens of class relations, economic structures, and power, emphasizing how material conditions shape social and political life.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Marxist social theory Target entity description: Marxist social theory is a critical framework that analyzes society through the lens of class relations, economic structures, and power, emphasizing how material conditions shape social and political life.
-
A.
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.
-
B.
Politics and Ideology in Marxist Theory
Politics and Ideology in Marxist Theory is a seminal 1977 book by Ernesto Laclau that critically reexamines classical Marxism by emphasizing the central role of discourse, ideology, and political struggle in the formation of social identities.
-
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.
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. chosen
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_69d889d7d27c819088486ce3f0627fa1 |
completed | April 10, 2026, 5:25 a.m. |
| NER | Named-entity recognition | batch_69e44231e29881909695a33aab1d49a2 |
completed | April 19, 2026, 2:47 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a01a7ffe00c819081536fb24eaa30d3 |
completed | May 11, 2026, 9:57 a.m. |
| NEDg | Description generation | batch_6a01a898ceb48190ba3d40c898b17158 |
completed | May 11, 2026, 9:59 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a01a9183410819083c8239e3ce38ea2 |
completed | May 11, 2026, 10:02 a.m. |
Created at: April 10, 2026, 5:46 a.m.