Triple

T4459911
Position Surface form Disambiguated ID Type / Status
Subject Zhang Yimou E98225 entity
Predicate spouse P13 FINISHED
Object Chen Ting
Chen Ting is a Chinese woman best known as the longtime partner and later wife of acclaimed film director Zhang Yimou, with whom she has several children.
 E486323 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: Chen Ting | Statement: [Zhang Yimou, spouse, Chen Ting]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Chen Ting
Context triple: [Zhang Yimou, spouse, Chen Ting]
  • A. Cheng Qianyun
    Cheng Qianyun was the wife of Liu Shaoqi, a prominent Chinese revolutionary leader and former President of the People's Republic of China.
  • B. Zhou Lingzhao
    Zhou Lingzhao was a Chinese artist and designer best known for helping create foundational national symbols of the People’s Republic of China, including its national emblem.
  • C. Zhu Chen
    Zhu Chen is a Chinese-born Qatari chess grandmaster and former Women's World Chess Champion.
  • D. Cheng Hong
    Cheng Hong is a Chinese scholar and professor of English literature, best known publicly as the wife of former Chinese premier Li Keqiang.
  • E. Chen Zhanxiang
    Chen Zhanxiang was a Chinese architect best known for co-designing Beijing’s Monument to the People’s Heroes in Tiananmen Square.
  • 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: Chen Ting
Triple: [Zhang Yimou, spouse, Chen Ting]
Generated description
Chen Ting is a Chinese woman best known as the longtime partner and later wife of acclaimed film director Zhang Yimou, with whom she has several children.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Chen Ting
Target entity description: Chen Ting is a Chinese woman best known as the longtime partner and later wife of acclaimed film director Zhang Yimou, with whom she has several children.
  • A. Cheng Qianyun
    Cheng Qianyun was the wife of Liu Shaoqi, a prominent Chinese revolutionary leader and former President of the People's Republic of China.
  • B. Zhou Lingzhao
    Zhou Lingzhao was a Chinese artist and designer best known for helping create foundational national symbols of the People’s Republic of China, including its national emblem.
  • C. Zhu Chen
    Zhu Chen is a Chinese-born Qatari chess grandmaster and former Women's World Chess Champion.
  • D. Cheng Hong
    Cheng Hong is a Chinese scholar and professor of English literature, best known publicly as the wife of former Chinese premier Li Keqiang.
  • E. Chen Zhanxiang
    Chen Zhanxiang was a Chinese architect best known for co-designing Beijing’s Monument to the People’s Heroes in Tiananmen Square.
  • 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_69b3454a7c608190944f5455c8031d73 completed March 12, 2026, 10:59 p.m.
NER Named-entity recognition batch_69b35673337c8190b923159791ec27e3 completed March 13, 2026, 12:12 a.m.
NED1 Entity disambiguation (via context triple) batch_69be921df91881909c257fbd3c46073c completed March 21, 2026, 12:42 p.m.
NEDg Description generation batch_69be93efbf548190b2967a41162f2e4e completed March 21, 2026, 12:49 p.m.
NED2 Entity disambiguation (via description) batch_69be945978a48190821103cdd306075d completed March 21, 2026, 12:51 p.m.
Created at: March 12, 2026, 11:33 p.m.