Triple

T2424446
Position Surface form Disambiguated ID Type / Status
Subject Communist Party of Germany E53492 entity
Predicate foundedBy P104 FINISHED
Object Karl Liebknecht
Karl Liebknecht was a German socialist politician and anti-war activist who co-founded the Communist Party of Germany and became a prominent leader of the revolutionary left during and after World War I.
E266998 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 Liebknecht | Statement: [Communist Party of Germany, foundedBy, Karl Liebknecht]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Karl Liebknecht
Context triple: [Communist Party of Germany, foundedBy, Karl Liebknecht]
  • A. 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.
  • B. Erich Mühsam
    Erich Mühsam was a German-Jewish anarchist writer, poet, and political activist known for his revolutionary activities during the Weimar Republic and his persecution and death under the Nazi regime.
  • C. Leo Jogiches
    Leo Jogiches was a prominent Marxist revolutionary and organizer, closely associated with Rosa Luxemburg and the early socialist and communist movements in Germany and Poland.
  • D. Ernst Thälmann
    Ernst Thälmann was a German communist politician and longtime leader of the Communist Party of Germany who became a prominent anti-fascist figure and was executed by the Nazis in 1944.
  • E. Johann Most
    Johann Most was a 19th-century German-American anarchist agitator, writer, and orator known for advocating revolutionary violence and influencing the development of anarchist thought in the United States and Europe.
  • 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 Liebknecht
Triple: [Communist Party of Germany, foundedBy, Karl Liebknecht]
Generated description
Karl Liebknecht was a German socialist politician and anti-war activist who co-founded the Communist Party of Germany and became a prominent leader of the revolutionary left during and after World War I.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Karl Liebknecht
Target entity description: Karl Liebknecht was a German socialist politician and anti-war activist who co-founded the Communist Party of Germany and became a prominent leader of the revolutionary left during and after World War I.
  • A. 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.
  • B. Erich Mühsam
    Erich Mühsam was a German-Jewish anarchist writer, poet, and political activist known for his revolutionary activities during the Weimar Republic and his persecution and death under the Nazi regime.
  • C. Leo Jogiches
    Leo Jogiches was a prominent Marxist revolutionary and organizer, closely associated with Rosa Luxemburg and the early socialist and communist movements in Germany and Poland.
  • D. Ernst Thälmann
    Ernst Thälmann was a German communist politician and longtime leader of the Communist Party of Germany who became a prominent anti-fascist figure and was executed by the Nazis in 1944.
  • E. Johann Most
    Johann Most was a 19th-century German-American anarchist agitator, writer, and orator known for advocating revolutionary violence and influencing the development of anarchist thought in the United States and Europe.
  • 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_69ab495c44d48190b7235b23719bc3f6 completed March 6, 2026, 9:38 p.m.
NER Named-entity recognition batch_69abc973aee08190b543492f436f3fe5 completed March 7, 2026, 6:45 a.m.
NED1 Entity disambiguation (via context triple) batch_69aef0a5fc208190a2479de4b1344759 completed March 9, 2026, 4:09 p.m.
NEDg Description generation batch_69aef58eff2c81909cbf3346705940a3 completed March 9, 2026, 4:30 p.m.
NED2 Entity disambiguation (via description) batch_69aef656ae0c81908753cc5a8b5fe704 completed March 9, 2026, 4:33 p.m.
Created at: March 6, 2026, 9:42 p.m.