Triple

T7135
Position Surface form Disambiguated ID Type / Status
Subject Joseph Stalin E140 entity
Predicate opponent P437 FINISHED
Object Leon Trotsky
Leon Trotsky was a Marxist revolutionary, key leader of the Russian Revolution, founder of the Red Army, and later a principal critic and exile of Stalinist rule.
E10646 NE FINISHED

How this triple was built (5 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: Leon Trotsky | Statement: [Joseph Stalin, opponent, Leon Trotsky]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Leon Trotsky
Context triple: [Joseph Stalin, opponent, Leon Trotsky]
  • A. Vasily Stalin
    Vasily Stalin was a Soviet Air Force officer and the son of Soviet leader Joseph Stalin, known for his privileged yet troubled life within the Soviet elite.
  • B. Yakov Dzhugashvili
    Yakov Dzhugashvili was the eldest son of Soviet leader Joseph Stalin, a Red Army officer who was captured by the Germans during World War II and died in Nazi captivity under disputed circumstances.
  • C. Joseph Stalin
    Joseph Stalin was the authoritarian leader of the Soviet Union from the mid-1920s until his death in 1953, overseeing rapid industrialization, World War II victory, and brutal political repression.
  • D. 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.
  • E. 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.
  • 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: Leon Trotsky
Triple: [Joseph Stalin, opponent, Leon Trotsky]
Generated description
Leon Trotsky was a Marxist revolutionary, key leader of the Russian Revolution, founder of the Red Army, and later a principal critic and exile of Stalinist rule.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Leon Trotsky
Target entity description: Leon Trotsky was a Marxist revolutionary, key leader of the Russian Revolution, founder of the Red Army, and later a principal critic and exile of Stalinist rule.
  • A. Vasily Stalin
    Vasily Stalin was a Soviet Air Force officer and the son of Soviet leader Joseph Stalin, known for his privileged yet troubled life within the Soviet elite.
  • B. Yakov Dzhugashvili
    Yakov Dzhugashvili was the eldest son of Soviet leader Joseph Stalin, a Red Army officer who was captured by the Germans during World War II and died in Nazi captivity under disputed circumstances.
  • C. Joseph Stalin
    Joseph Stalin was the authoritarian leader of the Soviet Union from the mid-1920s until his death in 1953, overseeing rapid industrialization, World War II victory, and brutal political repression.
  • D. 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.
  • E. 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.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: opponent
Context triple: [Joseph Stalin, opponent, Leon Trotsky]
  • A. opposedBy chosen
    Indicates that one entity actively resists, disagrees with, or works against the actions, views, or position of another entity.
  • B. negotiatingParty
    Indicates that an entity is actively involved as a participant in a negotiation process with another entity.
  • C. defeatedCandidate
    Indicates that one candidate has won an election or contest against another candidate, causing the other to lose.
  • D. successor
    Indicates that one entity directly follows another in an ordered sequence or position.
  • E. role
    Indicates the function, position, or responsibility that one entity holds in relation to another within a given context.
  • F. None of above.

Provenance (6 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_69a23bb612708190b09f25385e4b63d1 completed Feb. 28, 2026, 12:49 a.m.
NER Named-entity recognition batch_69a241a55ac081909e95b71c97db8140 completed Feb. 28, 2026, 1:15 a.m.
NED1 Entity disambiguation (via context triple) batch_69a275db9ecc8190b5dcb7a891b0b28a completed Feb. 28, 2026, 4:58 a.m.
NEDg Description generation batch_69a276cd25a081908b0660892187313a completed Feb. 28, 2026, 5:02 a.m.
NED2 Entity disambiguation (via description) batch_69a27717cff881908163406cea8d0052 completed Feb. 28, 2026, 5:03 a.m.
PD Predicate disambiguation batch_69a23fe1cf38819080ea56c40bf2632e completed Feb. 28, 2026, 1:07 a.m.
Created at: Feb. 28, 2026, 12:54 a.m.