Triple

T13090559
Position Surface form Disambiguated ID Type / Status
Subject Wilhelm Liebknecht E310449 entity
Predicate child P120 FINISHED
Object Theodor Liebknecht
Theodor Liebknecht was a German socialist politician and lawyer, known for his involvement in left-wing politics during the Weimar Republic and as the son of prominent socialist leader Wilhelm Liebknecht.
E1027252 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: Theodor Liebknecht | Statement: [Wilhelm Liebknecht, child, Theodor Liebknecht]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Theodor Liebknecht
Context triple: [Wilhelm Liebknecht, child, Theodor Liebknecht]
  • A. 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.
  • B. 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.
  • C. Luise Kautsky
    Luise Kautsky was a socialist activist and writer, best known as the politically engaged wife and close collaborator of Marxist theorist Karl Kautsky.
  • D. 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.
  • E. Johann Bebel
    Johann Bebel was a Renaissance-era German printer and publisher known for producing humanist and historical works in the early 16th century.
  • 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: Theodor Liebknecht
Triple: [Wilhelm Liebknecht, child, Theodor Liebknecht]
Generated description
Theodor Liebknecht was a German socialist politician and lawyer, known for his involvement in left-wing politics during the Weimar Republic and as the son of prominent socialist leader Wilhelm Liebknecht.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Theodor Liebknecht
Target entity description: Theodor Liebknecht was a German socialist politician and lawyer, known for his involvement in left-wing politics during the Weimar Republic and as the son of prominent socialist leader Wilhelm Liebknecht.
  • A. 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.
  • B. 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.
  • C. Luise Kautsky
    Luise Kautsky was a socialist activist and writer, best known as the politically engaged wife and close collaborator of Marxist theorist Karl Kautsky.
  • D. 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.
  • E. Johann Bebel
    Johann Bebel was a Renaissance-era German printer and publisher known for producing humanist and historical works in the early 16th century.
  • 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_69d806a733548190989cfd4ce981ca33 completed April 9, 2026, 8:05 p.m.
NER Named-entity recognition batch_69d98138a1d481908a139f2f67eb3472 completed April 10, 2026, 11:01 p.m.
NED1 Entity disambiguation (via context triple) batch_69f6f5cd9f2081908c207b21a14233e1 completed May 3, 2026, 7:14 a.m.
NEDg Description generation batch_69f6f79703588190ba088971da54340f completed May 3, 2026, 7:21 a.m.
NED2 Entity disambiguation (via description) batch_69f6f89072a88190b3182f581b1b6762 completed May 3, 2026, 7:26 a.m.
Created at: April 9, 2026, 9:03 p.m.