Triple

T10131114
Position Surface form Disambiguated ID Type / Status
Subject Robert Hue E226338 entity
Predicate hasWork P6260 FINISHED
Object Communisme : la mutation
Communisme : la mutation is a political essay by French communist leader Robert Hue in which he outlines his vision for renewing and transforming contemporary communism.
E841766 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: Communisme : la mutation | Statement: [Robert Hue, hasWork, Communisme : la mutation]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Communisme : la mutation
Context triple: [Robert Hue, hasWork, Communisme : la mutation]
  • A. Kommounistiki Epitheorisi
    Kommounistiki Epitheorisi is the main theoretical and political journal of the Communist Party of Greece, publishing Marxist-Leninist analysis and party positions.
  • B. The Annals of Communism
    The Annals of Communism is a scholarly book series that publishes translated and annotated documents from Soviet archives, illuminating the history and inner workings of the communist regime.
  • C. communism
    Communism is a socio-economic and political ideology advocating a classless, stateless society in which the means of production are collectively owned and controlled.
  • D. The ABC of Communism
    The ABC of Communism is a foundational early Soviet text that systematically explains Bolshevik ideology and the principles of a communist society in an accessible, catechism-style format.
  • E. The Appeals of Communism
    The Appeals of Communism is a political science work by Gabriel A. Almond analyzing the ideological, psychological, and social factors that make communist movements attractive to their adherents.
  • 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: Communisme : la mutation
Triple: [Robert Hue, hasWork, Communisme : la mutation]
Generated description
Communisme : la mutation is a political essay by French communist leader Robert Hue in which he outlines his vision for renewing and transforming contemporary communism.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Communisme : la mutation
Target entity description: Communisme : la mutation is a political essay by French communist leader Robert Hue in which he outlines his vision for renewing and transforming contemporary communism.
  • A. Kommounistiki Epitheorisi
    Kommounistiki Epitheorisi is the main theoretical and political journal of the Communist Party of Greece, publishing Marxist-Leninist analysis and party positions.
  • B. The Annals of Communism
    The Annals of Communism is a scholarly book series that publishes translated and annotated documents from Soviet archives, illuminating the history and inner workings of the communist regime.
  • C. communism
    Communism is a socio-economic and political ideology advocating a classless, stateless society in which the means of production are collectively owned and controlled.
  • D. The ABC of Communism
    The ABC of Communism is a foundational early Soviet text that systematically explains Bolshevik ideology and the principles of a communist society in an accessible, catechism-style format.
  • E. The Appeals of Communism
    The Appeals of Communism is a political science work by Gabriel A. Almond analyzing the ideological, psychological, and social factors that make communist movements attractive to their adherents.
  • 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_69ca843057b48190a86730167f5d6b98 completed March 30, 2026, 2:09 p.m.
NER Named-entity recognition batch_69cdd33557a88190b5fb1938646d8532 completed April 2, 2026, 2:23 a.m.
NED1 Entity disambiguation (via context triple) batch_69d2cc8462ac81908485115bcf2a2d19 completed April 5, 2026, 8:56 p.m.
NEDg Description generation batch_69d2cdf5baac8190a117cb5cb00de215 completed April 5, 2026, 9:02 p.m.
NED2 Entity disambiguation (via description) batch_69d2ce71fa888190b8dd13df83a2cd78 completed April 5, 2026, 9:04 p.m.
Created at: March 30, 2026, 9:06 p.m.