Triple
T2015975
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Western Marxism |
E36052
|
entity |
| Predicate | associatedWith |
P37
|
FINISHED |
| Object |
Karl Korsch
Karl Korsch was a German Marxist theorist and philosopher known for his critical contributions to Western Marxism and his emphasis on the historical and practical dimensions of Marxist theory.
|
E225817
|
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: Karl Korsch | Statement: [Western Marxism, associatedWith, Karl Korsch]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Karl Korsch Context triple: [Western Marxism, associatedWith, Karl Korsch]
-
A.
Karl Kautsky
Karl Kautsky was a prominent Marxist theorist and leading socialist intellectual of the late 19th and early 20th centuries, influential in shaping orthodox Marxism and the politics of European social democracy.
-
B.
Karl Radek
Karl Radek was a prominent Bolshevik revolutionary, Soviet politician, and journalist who became a victim of Stalin’s Great Purge and was tried in the infamous Moscow show trials.
-
C.
Nikolai Bukharin
Nikolai Bukharin was a prominent Bolshevik revolutionary, Marxist theorist, and Soviet politician who played a leading role in the early Soviet state before being executed during Stalin’s Great Purge.
-
D.
Georgi Plekhanov
Georgi Plekhanov was a Russian revolutionary and Marxist theorist often regarded as the “father of Russian Marxism” and an important intellectual precursor to Bolshevism.
-
E.
Rosa Luxemburg
Rosa Luxemburg was a Marxist theorist, revolutionary socialist, and co-founder of the Spartacist League whose critiques of authoritarianism and advocacy of democratic, grassroots socialism deeply shaped libertarian socialist 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: Karl Korsch Triple: [Western Marxism, associatedWith, Karl Korsch]
Generated description
Karl Korsch was a German Marxist theorist and philosopher known for his critical contributions to Western Marxism and his emphasis on the historical and practical dimensions of Marxist theory.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Karl Korsch Target entity description: Karl Korsch was a German Marxist theorist and philosopher known for his critical contributions to Western Marxism and his emphasis on the historical and practical dimensions of Marxist theory.
-
A.
Karl Kautsky
Karl Kautsky was a prominent Marxist theorist and leading socialist intellectual of the late 19th and early 20th centuries, influential in shaping orthodox Marxism and the politics of European social democracy.
-
B.
Karl Radek
Karl Radek was a prominent Bolshevik revolutionary, Soviet politician, and journalist who became a victim of Stalin’s Great Purge and was tried in the infamous Moscow show trials.
-
C.
Nikolai Bukharin
Nikolai Bukharin was a prominent Bolshevik revolutionary, Marxist theorist, and Soviet politician who played a leading role in the early Soviet state before being executed during Stalin’s Great Purge.
-
D.
Georgi Plekhanov
Georgi Plekhanov was a Russian revolutionary and Marxist theorist often regarded as the “father of Russian Marxism” and an important intellectual precursor to Bolshevism.
-
E.
Rosa Luxemburg
Rosa Luxemburg was a Marxist theorist, revolutionary socialist, and co-founder of the Spartacist League whose critiques of authoritarianism and advocacy of democratic, grassroots socialism deeply shaped libertarian socialist 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_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.