Triple

T314303
Position Surface form Disambiguated ID Type / Status
Subject Chinese Marxism E7673 entity
Predicate hasPart P35 FINISHED
Object Deng Xiaoping Theory
Deng Xiaoping Theory is a guiding political and economic ideology of the Chinese Communist Party that justifies and directs China’s market-oriented reforms within a socialist framework.
E41102 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: Deng Xiaoping Theory | Statement: [Chinese Marxism, hasPart, Deng Xiaoping Theory]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Deng Xiaoping Theory
Context triple: [Chinese Marxism, hasPart, Deng Xiaoping Theory]
  • A. Xi Jinping Thought on Socialism with Chinese Characteristics for a New Era
    Xi Jinping Thought on Socialism with Chinese Characteristics for a New Era is the official guiding political ideology of contemporary China that adapts Marxism-Leninism and earlier Chinese socialist theories to current domestic and global conditions under Xi Jinping’s leadership.
  • B. Deng Xiaoping
    Deng Xiaoping was a Chinese revolutionary and paramount leader who, after Mao Zedong, steered China toward market-oriented economic reforms while maintaining Communist Party control.
  • C. Chinese Marxism
    Chinese Marxism is the localized adaptation of Marxist theory in China, shaped by the Chinese Communist Party’s revolutionary experience, Mao Zedong Thought, and subsequent reforms to guide the country’s socialist development.
  • D. Maoism
    Maoism is a variant of communist ideology developed from Marxism–Leninism that emphasizes peasant-led revolution, protracted people’s war, and continuous class struggle under a vanguard party.
  • E. Marxism–Leninism
    Marxism–Leninism is a communist ideological framework that synthesizes Karl Marx’s and Vladimir Lenin’s theories into a doctrine of one-party rule, state control of the economy, and revolutionary vanguard leadership, most prominently associated with the Soviet Union under Joseph Stalin.
  • 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: Deng Xiaoping Theory
Triple: [Chinese Marxism, hasPart, Deng Xiaoping Theory]
Generated description
Deng Xiaoping Theory is a guiding political and economic ideology of the Chinese Communist Party that justifies and directs China’s market-oriented reforms within a socialist framework.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Deng Xiaoping Theory
Target entity description: Deng Xiaoping Theory is a guiding political and economic ideology of the Chinese Communist Party that justifies and directs China’s market-oriented reforms within a socialist framework.
  • A. Xi Jinping Thought on Socialism with Chinese Characteristics for a New Era
    Xi Jinping Thought on Socialism with Chinese Characteristics for a New Era is the official guiding political ideology of contemporary China that adapts Marxism-Leninism and earlier Chinese socialist theories to current domestic and global conditions under Xi Jinping’s leadership.
  • B. Deng Xiaoping
    Deng Xiaoping was a Chinese revolutionary and paramount leader who, after Mao Zedong, steered China toward market-oriented economic reforms while maintaining Communist Party control.
  • C. Chinese Marxism
    Chinese Marxism is the localized adaptation of Marxist theory in China, shaped by the Chinese Communist Party’s revolutionary experience, Mao Zedong Thought, and subsequent reforms to guide the country’s socialist development.
  • D. Maoism
    Maoism is a variant of communist ideology developed from Marxism–Leninism that emphasizes peasant-led revolution, protracted people’s war, and continuous class struggle under a vanguard party.
  • E. Marxism–Leninism
    Marxism–Leninism is a communist ideological framework that synthesizes Karl Marx’s and Vladimir Lenin’s theories into a doctrine of one-party rule, state control of the economy, and revolutionary vanguard leadership, most prominently associated with the Soviet Union under Joseph Stalin.
  • 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_69a2e7e7af7881908890039d6be4e9b8 completed Feb. 28, 2026, 1:04 p.m.
NER Named-entity recognition batch_69a2ea62f830819089e94b3aa3e4e187 completed Feb. 28, 2026, 1:15 p.m.
NED1 Entity disambiguation (via context triple) batch_69a3c8b7274881908e13da8bb2c83858 completed March 1, 2026, 5:03 a.m.
NEDg Description generation batch_69a3c93ce2308190b2df5c939691a2ce completed March 1, 2026, 5:06 a.m.
NED2 Entity disambiguation (via description) batch_69a3ca020b7081909b54e311c173ef21 completed March 1, 2026, 5:09 a.m.
Created at: Feb. 28, 2026, 1:07 p.m.