Triple

T3584409
Position Surface form Disambiguated ID Type / Status
Subject Liu Shaoqi E75876 entity
Predicate notableWork P4 FINISHED
Object How To Be a Good Communist
"How To Be a Good Communist" is a political treatise by Chinese leader Liu Shaoqi that outlines the ideological principles, moral standards, and disciplined conduct expected of members of the Chinese Communist Party.
E371860 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: How To Be a Good Communist | Statement: [Liu Shaoqi, notableWork, How To Be a Good Communist]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: How To Be a Good Communist
Context triple: [Liu Shaoqi, notableWork, How To Be a Good Communist]
  • A. 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.
  • B. 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.
  • C. 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.
  • D. The History of the Communist Party of the Soviet Union (Bolsheviks): Short Course
    The History of the Communist Party of the Soviet Union (Bolsheviks): Short Course is a heavily propagandistic official textbook published in 1938 that presented a Stalinist interpretation of Soviet and party history for ideological education.
  • E. Left-Wing Communism: An Infantile Disorder
    Left-Wing Communism: An Infantile Disorder is a 1920 pamphlet by Vladimir Lenin that critiques ultra-left tendencies within the communist movement and defends a pragmatic, strategic approach to revolutionary politics.
  • 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: How To Be a Good Communist
Triple: [Liu Shaoqi, notableWork, How To Be a Good Communist]
Generated description
"How To Be a Good Communist" is a political treatise by Chinese leader Liu Shaoqi that outlines the ideological principles, moral standards, and disciplined conduct expected of members of the Chinese Communist Party.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: How To Be a Good Communist
Target entity description: "How To Be a Good Communist" is a political treatise by Chinese leader Liu Shaoqi that outlines the ideological principles, moral standards, and disciplined conduct expected of members of the Chinese Communist Party.
  • A. 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.
  • B. 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.
  • C. 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.
  • D. The History of the Communist Party of the Soviet Union (Bolsheviks): Short Course
    The History of the Communist Party of the Soviet Union (Bolsheviks): Short Course is a heavily propagandistic official textbook published in 1938 that presented a Stalinist interpretation of Soviet and party history for ideological education.
  • E. Left-Wing Communism: An Infantile Disorder
    Left-Wing Communism: An Infantile Disorder is a 1920 pamphlet by Vladimir Lenin that critiques ultra-left tendencies within the communist movement and defends a pragmatic, strategic approach to revolutionary politics.
  • 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_69ad85d6dc3c8190b491b79b83e25461 completed March 8, 2026, 2:21 p.m.
NER Named-entity recognition batch_69adc10f9b508190bde4a4e4711dd452 completed March 8, 2026, 6:33 p.m.
NED1 Entity disambiguation (via context triple) batch_69b402f7ee6481908d06db05f9c09faf completed March 13, 2026, 12:28 p.m.
NEDg Description generation batch_69b403acc5e88190bc88bed8259393ba completed March 13, 2026, 12:31 p.m.
NED2 Entity disambiguation (via description) batch_69b40a7f82ac819099c2c324ebff76f7 completed March 13, 2026, 1 p.m.
Created at: March 8, 2026, 3:21 p.m.