Triple

T2424448
Position Surface form Disambiguated ID Type / Status
Subject Communist Party of Germany E53492 entity
Predicate foundedBy P104 FINISHED
Object 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.
E265717 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: Leo Jogiches | Statement: [Communist Party of Germany, foundedBy, Leo Jogiches]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Leo Jogiches
Context triple: [Communist Party of Germany, foundedBy, Leo Jogiches]
  • A. Christian Rakovsky
    Christian Rakovsky was a Bulgarian-born socialist revolutionary, Soviet diplomat, and prominent Old Bolshevik who later became a victim of Stalin’s Great Purge.
  • 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. Julius Martov
    Julius Martov was a Russian revolutionary and Marxist theorist best known as a leading figure of the Menshevik faction of the Russian Social Democratic movement.
  • D. 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.
  • E. Alexander Berkman
    Alexander Berkman was a prominent early 20th-century anarchist known for his political activism, writings, and attempted assassination of industrialist Henry Clay Frick.
  • 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: Leo Jogiches
Triple: [Communist Party of Germany, foundedBy, Leo Jogiches]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Leo Jogiches
Target entity description: 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.
  • A. Christian Rakovsky
    Christian Rakovsky was a Bulgarian-born socialist revolutionary, Soviet diplomat, and prominent Old Bolshevik who later became a victim of Stalin’s Great Purge.
  • 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. Julius Martov
    Julius Martov was a Russian revolutionary and Marxist theorist best known as a leading figure of the Menshevik faction of the Russian Social Democratic movement.
  • D. 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.
  • E. Alexander Berkman
    Alexander Berkman was a prominent early 20th-century anarchist known for his political activism, writings, and attempted assassination of industrialist Henry Clay Frick.
  • 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_69aebf5e33208190a6899e6672b3daeb completed March 9, 2026, 12:38 p.m.
NEDg Description generation batch_69aec590516c81908f5126e203bb3638 completed March 9, 2026, 1:05 p.m.
NED2 Entity disambiguation (via description) batch_69aec6194a3c81909055a16553f39e78 completed March 9, 2026, 1:07 p.m.
Created at: March 6, 2026, 9:42 p.m.