Triple

T314327
Position Surface form Disambiguated ID Type / Status
Subject Chinese Marxism E7673 entity
Predicate furtherDevelopedBy P1245 FINISHED
Object 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.
E40755 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: Deng Xiaoping | Statement: [Chinese Marxism, furtherDevelopedBy, Deng Xiaoping]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Deng Xiaoping
Context triple: [Chinese Marxism, furtherDevelopedBy, Deng Xiaoping]
  • A. Zhou Enlai
    Zhou Enlai was the first Premier of the People's Republic of China and a key Communist Party leader known for his pivotal role in Chinese diplomacy and modernization from 1949 until his death in 1976.
  • B. Mao Zedong
    Mao Zedong was the founding father of the People's Republic of China and the leader of the Chinese Communist Party whose political, military, and ideological leadership reshaped 20th-century China.
  • C. Zhu De
    Zhu De was a prominent Chinese Communist military leader and revolutionary who co-founded and commanded the Red Army, playing a key role in the Chinese Civil War and the establishment of the People’s Republic of China.
  • D. Li Qiang
    Li Qiang is a Chinese politician serving as the premier of the People's Republic of China and a close ally of President Xi Jinping.
  • E. Mao Anqing
    Mao Anqing was the second son of Chinese Communist leader Mao Zedong, known for his work as a Russian-language translator and his relatively low political profile compared to his father.
  • 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
Triple: [Chinese Marxism, furtherDevelopedBy, Deng Xiaoping]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Deng Xiaoping
Target entity description: 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.
  • A. Zhou Enlai
    Zhou Enlai was the first Premier of the People's Republic of China and a key Communist Party leader known for his pivotal role in Chinese diplomacy and modernization from 1949 until his death in 1976.
  • B. Mao Zedong
    Mao Zedong was the founding father of the People's Republic of China and the leader of the Chinese Communist Party whose political, military, and ideological leadership reshaped 20th-century China.
  • C. Zhu De
    Zhu De was a prominent Chinese Communist military leader and revolutionary who co-founded and commanded the Red Army, playing a key role in the Chinese Civil War and the establishment of the People’s Republic of China.
  • D. Li Qiang
    Li Qiang is a Chinese politician serving as the premier of the People's Republic of China and a close ally of President Xi Jinping.
  • E. Mao Anqing
    Mao Anqing was the second son of Chinese Communist leader Mao Zedong, known for his work as a Russian-language translator and his relatively low political profile compared to his father.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: furtherDevelopedBy
Context triple: [Chinese Marxism, furtherDevelopedBy, Deng Xiaoping]
  • A. developedAs
    Indicates that one entity was created, designed, or evolved specifically to function as or replace another entity.
  • B. developedUnder
    Indicates that something was created, produced, or brought into existence while being subject to the authority, guidance, or conditions imposed by a particular person, organization, regime, or framework.
  • C. developedFrom chosen
    Indicates that one entity originates, evolves, or is derived from another as its source or precursor.
  • D. developedUnderAuspicesOf
    Indicates that something was developed under the sponsorship, guidance, or official authority of a particular organization or entity.
  • E. developedAlong
    Indicates that something was created, constructed, or evolved following the course, path, or boundary of something else.
  • 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_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_69a3c41a499081909b5aa82432daf96d completed March 1, 2026, 4:44 a.m.
NEDg Description generation batch_69a3c66fb86c8190bb21f860ecb514d8 completed March 1, 2026, 4:54 a.m.
NED2 Entity disambiguation (via description) batch_69a3c6ef06b081909d41c461b8ad3d56 completed March 1, 2026, 4:56 a.m.
PD Predicate disambiguation batch_69a2e9428098819089d5950cd2c96dc4 completed Feb. 28, 2026, 1:10 p.m.
Created at: Feb. 28, 2026, 1:07 p.m.