Triple

T7140431
Position Surface form Disambiguated ID Type / Status
Subject Clara Zetkin E166425 entity
Predicate spouse P13 FINISHED
Object Georg Friedrich August Zetkin
Georg Friedrich August Zetkin was the husband of prominent German Marxist theorist and women’s rights activist Clara Zetkin.
E646659 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: Georg Friedrich August Zetkin | Statement: [Clara Zetkin, spouse, Georg Friedrich August Zetkin]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Georg Friedrich August Zetkin
Context triple: [Clara Zetkin, spouse, Georg Friedrich August Zetkin]
  • A. Clara Zetkin
    Clara Zetkin was a German Marxist theorist, activist, and feminist leader who played a pivotal role in the international socialist and women’s rights movements in the late 19th and early 20th centuries.
  • B. 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.
  • C. Ruth Fischer
    Ruth Fischer was a prominent German communist politician and activist who played a key role in the early Communist Party of Germany before later becoming an anti-Stalinist critic and writer.
  • D. Wilhelm Liebknecht
    Wilhelm Liebknecht was a 19th-century German socialist politician, co-founder and longtime leader of the Social Democratic Party of Germany (SPD), and a prominent advocate of Marxist ideas.
  • E. August Bebel
    August Bebel was a prominent 19th-century German socialist politician, co-founder and longtime leader of the Social Democratic Party of Germany (SPD), and an influential advocate for workers' rights and social reform.
  • 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: Georg Friedrich August Zetkin
Triple: [Clara Zetkin, spouse, Georg Friedrich August Zetkin]
Generated description
Georg Friedrich August Zetkin was the husband of prominent German Marxist theorist and women’s rights activist Clara Zetkin.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Georg Friedrich August Zetkin
Target entity description: Georg Friedrich August Zetkin was the husband of prominent German Marxist theorist and women’s rights activist Clara Zetkin.
  • A. Clara Zetkin
    Clara Zetkin was a German Marxist theorist, activist, and feminist leader who played a pivotal role in the international socialist and women’s rights movements in the late 19th and early 20th centuries.
  • B. 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.
  • C. Ruth Fischer
    Ruth Fischer was a prominent German communist politician and activist who played a key role in the early Communist Party of Germany before later becoming an anti-Stalinist critic and writer.
  • D. Wilhelm Liebknecht
    Wilhelm Liebknecht was a 19th-century German socialist politician, co-founder and longtime leader of the Social Democratic Party of Germany (SPD), and a prominent advocate of Marxist ideas.
  • E. August Bebel
    August Bebel was a prominent 19th-century German socialist politician, co-founder and longtime leader of the Social Democratic Party of Germany (SPD), and an influential advocate for workers' rights and social reform.
  • 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_69c6888579d481909e05a8d6b81bf733 completed March 27, 2026, 1:39 p.m.
NER Named-entity recognition batch_69c6e7775e408190b880abde0a3f8d12 completed March 27, 2026, 8:24 p.m.
NED1 Entity disambiguation (via context triple) batch_69c7b8e72bf081909bb63a4b6f2613df completed March 28, 2026, 11:17 a.m.
NEDg Description generation batch_69c7b98e36548190827226942c41a0f0 completed March 28, 2026, 11:20 a.m.
NED2 Entity disambiguation (via description) batch_69c7ba07b138819087b4352a07c37a71 completed March 28, 2026, 11:22 a.m.
Created at: March 27, 2026, 2:45 p.m.