Triple

T5744586
Position Surface form Disambiguated ID Type / Status
Subject Deng Hua E126698 entity
Predicate familyName P18 FINISHED
Object Deng
Deng is a common Chinese surname borne by numerous notable figures in politics, military, arts, and other fields.
 E551174 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 | Statement: [Deng Hua, familyName, Deng]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Deng
Context triple: [Deng Hua, familyName, Deng]
  • A. Deng Wenge
    Deng Wenge, better known as Wendi Deng, is a Chinese-American businesswoman and film producer widely recognized as the former wife of media mogul Rupert Murdoch.
  • 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. Deng Pufang
    Deng Pufang is a Chinese disability rights activist and politician, best known as the son of former paramount leader Deng Xiaoping and for his work advancing the rights and welfare of people with disabilities in China.
  • D. Mao
    Mao is an Omotic language spoken in southwestern Ethiopia, known for its complex tonal system and classification within the Afroasiatic language family.
  • E. Mao
    Mao is a common Chinese surname borne by numerous historical and contemporary figures across politics, culture, and society.
  • 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
Triple: [Deng Hua, familyName, Deng]
Generated description
Deng is a common Chinese surname borne by numerous notable figures in politics, military, arts, and other fields.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Deng
Target entity description: Deng is a common Chinese surname borne by numerous notable figures in politics, military, arts, and other fields.
  • A. Deng Wenge
    Deng Wenge, better known as Wendi Deng, is a Chinese-American businesswoman and film producer widely recognized as the former wife of media mogul Rupert Murdoch.
  • 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. Deng Pufang
    Deng Pufang is a Chinese disability rights activist and politician, best known as the son of former paramount leader Deng Xiaoping and for his work advancing the rights and welfare of people with disabilities in China.
  • D. Mao
    Mao is an Omotic language spoken in southwestern Ethiopia, known for its complex tonal system and classification within the Afroasiatic language family.
  • E. Mao
    Mao is a common Chinese surname borne by numerous historical and contemporary figures across politics, culture, and society.
  • 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_69c0083179548190b384b0bf3c08ca4d completed March 22, 2026, 3:18 p.m.
NER Named-entity recognition batch_69c025883b608190b21523da2afde218 completed March 22, 2026, 5:23 p.m.
NED1 Entity disambiguation (via context triple) batch_69c0a16436588190943a0b81ea9429d9 completed March 23, 2026, 2:11 a.m.
NEDg Description generation batch_69c0a210d9788190b3a40e8ec2f2c6b6 completed March 23, 2026, 2:14 a.m.
NED2 Entity disambiguation (via description) batch_69c0a2afcef88190a77c8089a1b85393 completed March 23, 2026, 2:17 a.m.
Created at: March 22, 2026, 3:48 p.m.