Triple

T1740907
Position Surface form Disambiguated ID Type / Status
Subject Second International E38229 entity
Predicate keyFigure P256 FINISHED
Object Eduard Bernstein
Eduard Bernstein was a German socialist theorist and politician best known as the leading proponent of revisionist socialism, advocating a gradual, democratic path to socialism within the framework of the Second International.
E197972 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: Eduard Bernstein | Statement: [Second International, keyFigure, Eduard Bernstein]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Eduard Bernstein
Context triple: [Second International, keyFigure, Eduard Bernstein]
  • 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. 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.
  • 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. Friedrich Engel
    Friedrich Engel was a German mathematician best known for his collaboration with Sophus Lie in developing the theory of continuous transformation groups and co-authoring the multi-volume "Theorie der Transformationsgruppen."
  • 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: Eduard Bernstein
Triple: [Second International, keyFigure, Eduard Bernstein]
Generated description
Eduard Bernstein was a German socialist theorist and politician best known as the leading proponent of revisionist socialism, advocating a gradual, democratic path to socialism within the framework of the Second International.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Eduard Bernstein
Target entity description: Eduard Bernstein was a German socialist theorist and politician best known as the leading proponent of revisionist socialism, advocating a gradual, democratic path to socialism within the framework of the Second International.
  • 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. 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.
  • 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. Friedrich Engel
    Friedrich Engel was a German mathematician best known for his collaboration with Sophus Lie in developing the theory of continuous transformation groups and co-authoring the multi-volume "Theorie der Transformationsgruppen."
  • 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_69a8862b01a48190ab47209063af82d9 completed March 4, 2026, 7:21 p.m.
NER Named-entity recognition batch_69aa63c5ab648190bceae2a19fa18e87 completed March 6, 2026, 5:19 a.m.
NED1 Entity disambiguation (via context triple) batch_69ada983dd8081908fdef7d343025a4f completed March 8, 2026, 4:53 p.m.
NEDg Description generation batch_69adab0295b8819092cb51082337b97b completed March 8, 2026, 4:59 p.m.
NED2 Entity disambiguation (via description) batch_69adaea486d0819097357d881b70d114 completed March 8, 2026, 5:15 p.m.
Created at: March 4, 2026, 7:30 p.m.