Triple
T7119430
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Tianjin University |
E165909
|
entity |
| Predicate | hasSchool |
P113
|
FINISHED |
| Object |
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.
|
E642928
|
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: School of Marxism | Statement: [Tianjin University, hasSchool, School of Marxism]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: School of Marxism Context triple: [Tianjin University, hasSchool, School of Marxism]
-
A.
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.
-
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.
Marxist Way
Marxist Way is a political publication associated with the Revolutionary Socialist Party that promotes Marxist and revolutionary socialist ideas.
-
D.
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.
-
E.
The Marxists
The Marxists is a sociological analysis by C. Wright Mills that critically examines Marxist theory, its historical development, and its influence on modern social and political thought.
- 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: School of Marxism Triple: [Tianjin University, hasSchool, School of Marxism]
Generated description
The School of Marxism is an academic unit at Tianjin University dedicated to teaching and researching Marxist theory, ideology, and related social sciences.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: School of Marxism Target entity description: The School of Marxism is an academic unit at Tianjin University dedicated to teaching and researching Marxist theory, ideology, and related social sciences.
-
A.
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.
-
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.
Marxist Way
Marxist Way is a political publication associated with the Revolutionary Socialist Party that promotes Marxist and revolutionary socialist ideas.
-
D.
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.
-
E.
The Marxists
The Marxists is a sociological analysis by C. Wright Mills that critically examines Marxist theory, its historical development, and its influence on modern social and political thought.
- 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_69c6888227bc8190a1394679e3116f90 |
completed | March 27, 2026, 1:39 p.m. |
| NER | Named-entity recognition | batch_69c6e61b8a288190a165ea25adfaaef5 |
completed | March 27, 2026, 8:18 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c79cc4683c8190b0788a142e93e088 |
completed | March 28, 2026, 9:17 a.m. |
| NEDg | Description generation | batch_69c79d5cd49c8190ba104dec19516633 |
completed | March 28, 2026, 9:20 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c79dcae54c8190b06e687236373f68 |
completed | March 28, 2026, 9:22 a.m. |
Created at: March 27, 2026, 2:43 p.m.