Triple

T60331
Position Surface form Disambiguated ID Type / Status
Subject libertarian socialism E1196 entity
Predicate influencedBy P9 FINISHED
Object 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.
E9012 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: Rosa Luxemburg | Statement: [libertarian socialism, influencedBy, Rosa Luxemburg]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Rosa Luxemburg
Context triple: [libertarian socialism, influencedBy, Rosa Luxemburg]
  • A. Mikhail Bakunin
    Mikhail Bakunin was a 19th-century Russian revolutionary anarchist whose anti-authoritarian ideas and advocacy of stateless socialism were foundational for the development of libertarian socialism.
  • B. Peter Kropotkin
    Peter Kropotkin was a Russian geographer, revolutionary, and leading theorist of anarcho-communism whose writings profoundly shaped libertarian socialist thought.
  • C. Pierre-Joseph Proudhon
    Pierre-Joseph Proudhon was a 19th-century French philosopher and economist, best known as a pioneering theorist of anarchism and mutualism whose critiques of property and authority deeply shaped libertarian socialist thought.
  • D. Bettina Aptheker
    Bettina Aptheker is an American political activist, feminist scholar, and professor known for her prominent role in the 1960s student movements and long-standing work in civil rights and social justice.
  • E. Nadezhda Alliluyeva
    Nadezhda Alliluyeva was the second wife of Soviet leader Joseph Stalin, known for her tragic death by suicide in 1932 and her role within the early Soviet political elite.
  • 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: Rosa Luxemburg
Triple: [libertarian socialism, influencedBy, Rosa Luxemburg]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Rosa Luxemburg
Target entity description: 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.
  • A. Mikhail Bakunin
    Mikhail Bakunin was a 19th-century Russian revolutionary anarchist whose anti-authoritarian ideas and advocacy of stateless socialism were foundational for the development of libertarian socialism.
  • B. Peter Kropotkin
    Peter Kropotkin was a Russian geographer, revolutionary, and leading theorist of anarcho-communism whose writings profoundly shaped libertarian socialist thought.
  • C. Pierre-Joseph Proudhon
    Pierre-Joseph Proudhon was a 19th-century French philosopher and economist, best known as a pioneering theorist of anarchism and mutualism whose critiques of property and authority deeply shaped libertarian socialist thought.
  • D. Bettina Aptheker
    Bettina Aptheker is an American political activist, feminist scholar, and professor known for her prominent role in the 1960s student movements and long-standing work in civil rights and social justice.
  • E. Nadezhda Alliluyeva
    Nadezhda Alliluyeva was the second wife of Soviet leader Joseph Stalin, known for her tragic death by suicide in 1932 and her role within the early Soviet political elite.
  • 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_69a24ba4f760819081f6638a3c70538a completed Feb. 28, 2026, 1:57 a.m.
NER Named-entity recognition batch_69a24ee244548190bd0e5c01233cbad8 completed Feb. 28, 2026, 2:11 a.m.
NED1 Entity disambiguation (via context triple) batch_69a266e716048190a57f681fccb4fdeb completed Feb. 28, 2026, 3:54 a.m.
NEDg Description generation batch_69a267b740388190a321023aa52a539a completed Feb. 28, 2026, 3:57 a.m.
NED2 Entity disambiguation (via description) batch_69a2685dc64c8190bd611985d1bc27a3 completed Feb. 28, 2026, 4 a.m.
Created at: Feb. 28, 2026, 2:02 a.m.