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.