Triple

T20770840
Position Surface form Disambiguated ID Type / Status
Subject James Klugmann E511225 entity
Predicate notableWork P4 FINISHED
Object From Trotsky to Tito
From Trotsky to Tito is a historical and political study by British communist intellectual James Klugmann examining the evolution and conflicts within the international communist movement from the era of Leon Trotsky to that of Josip Broz Tito.
 E1450063 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: From Trotsky to Tito | Statement: [James Klugmann, notableWork, From Trotsky to Tito]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: From Trotsky to Tito
Context triple: [James Klugmann, notableWork, From Trotsky to Tito]
  • A. Leon Trotsky: Portrait of a Youth
    "Leon Trotsky: Portrait of a Youth" is a biographical work by Max Eastman that examines the early life and formative years of the Russian revolutionary Leon Trotsky.
  • B. The Life and Death of Leon Trotsky
    The Life and Death of Leon Trotsky is a biographical work that chronicles the revolutionary career, exile, and assassination of Russian Marxist leader Leon Trotsky.
  • C. The Assassination of Trotsky
    The Assassination of Trotsky is a 1972 historical drama film directed by Joseph Losey that depicts the final years and murder of exiled Russian revolutionary Leon Trotsky in Mexico.
  • D. The Fourth International: The Long March of the Trotskyists
    The Fourth International: The Long March of the Trotskyists is a historical and analytical study of the development, struggles, and evolution of the Trotskyist movement and its international organization throughout the twentieth century.
  • E. The Khrushchevites
    The Khrushchevites is a polemical work by Albanian leader Enver Hoxha that denounces Nikita Khrushchev’s policies and the Soviet Union’s post-Stalin leadership from a hardline Stalinist perspective.
  • 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: From Trotsky to Tito
Triple: [James Klugmann, notableWork, From Trotsky to Tito]
Generated description
From Trotsky to Tito is a historical and political study by British communist intellectual James Klugmann examining the evolution and conflicts within the international communist movement from the era of Leon Trotsky to that of Josip Broz Tito.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: From Trotsky to Tito
Target entity description: From Trotsky to Tito is a historical and political study by British communist intellectual James Klugmann examining the evolution and conflicts within the international communist movement from the era of Leon Trotsky to that of Josip Broz Tito.
  • A. Leon Trotsky: Portrait of a Youth
    "Leon Trotsky: Portrait of a Youth" is a biographical work by Max Eastman that examines the early life and formative years of the Russian revolutionary Leon Trotsky.
  • B. The Life and Death of Leon Trotsky
    The Life and Death of Leon Trotsky is a biographical work that chronicles the revolutionary career, exile, and assassination of Russian Marxist leader Leon Trotsky.
  • C. The Assassination of Trotsky
    The Assassination of Trotsky is a 1972 historical drama film directed by Joseph Losey that depicts the final years and murder of exiled Russian revolutionary Leon Trotsky in Mexico.
  • D. The Fourth International: The Long March of the Trotskyists
    The Fourth International: The Long March of the Trotskyists is a historical and analytical study of the development, struggles, and evolution of the Trotskyist movement and its international organization throughout the twentieth century.
  • E. The Khrushchevites
    The Khrushchevites is a polemical work by Albanian leader Enver Hoxha that denounces Nikita Khrushchev’s policies and the Soviet Union’s post-Stalin leadership from a hardline Stalinist perspective.
  • 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_69e0b4ca01148190ac018e57e0cab46f completed April 16, 2026, 10:07 a.m.
NER Named-entity recognition batch_69e6c266f4b48190891c0db3e322bb23 completed April 21, 2026, 12:18 a.m.
NED1 Entity disambiguation (via context triple) batch_6a08ef91918c81908e99ab3a8ed9a1e5 completed May 16, 2026, 10:28 p.m.
NEDg Description generation batch_6a08f306e51481909691e3735ce10b60 completed May 16, 2026, 10:43 p.m.
NED2 Entity disambiguation (via description) batch_6a08f37adb908190a40a7bb1728f3dbf completed May 16, 2026, 10:45 p.m.
Created at: April 16, 2026, 12:36 p.m.