Triple

T21389232
Position Surface form Disambiguated ID Type / Status
Subject He Zehui E527593 entity
Predicate spouse P13 FINISHED
Object Qian Sanqiang
Qian Sanqiang was a prominent Chinese nuclear physicist often regarded as the “father of China’s atomic bomb” for his leading role in the country’s early nuclear weapons program.
 E1480718 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: Qian Sanqiang | Statement: [He Zehui, spouse, Qian Sanqiang]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Qian Sanqiang
Context triple: [He Zehui, spouse, Qian Sanqiang]
  • A. Deng Jiaxian
    Deng Jiaxian was a leading Chinese nuclear physicist known as one of the principal architects of China’s atomic and hydrogen bomb programs.
  • B. Peng Shilu
    Peng Shilu was a pioneering Chinese nuclear engineer widely regarded as the "father of China's nuclear submarines" for his leading role in developing the country's first nuclear-powered subs.
  • C. Guo Yonghuai
    Guo Yonghuai was a prominent Chinese aerospace engineer and physicist who played a key role in the development of China’s nuclear and missile programs.
  • D. Huang Xuhua
    Huang Xuhua is a pioneering Chinese nuclear submarine designer widely regarded as one of the founding figures of China’s modern naval engineering program.
  • E. Zhu Guangya
    Zhu Guangya was a prominent Chinese nuclear physicist and key architect of China’s nuclear weapons and energy programs.
  • 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: Qian Sanqiang
Triple: [He Zehui, spouse, Qian Sanqiang]
Generated description
Qian Sanqiang was a prominent Chinese nuclear physicist often regarded as the “father of China’s atomic bomb” for his leading role in the country’s early nuclear weapons program.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Qian Sanqiang
Target entity description: Qian Sanqiang was a prominent Chinese nuclear physicist often regarded as the “father of China’s atomic bomb” for his leading role in the country’s early nuclear weapons program.
  • A. Deng Jiaxian
    Deng Jiaxian was a leading Chinese nuclear physicist known as one of the principal architects of China’s atomic and hydrogen bomb programs.
  • B. Peng Shilu
    Peng Shilu was a pioneering Chinese nuclear engineer widely regarded as the "father of China's nuclear submarines" for his leading role in developing the country's first nuclear-powered subs.
  • C. Guo Yonghuai
    Guo Yonghuai was a prominent Chinese aerospace engineer and physicist who played a key role in the development of China’s nuclear and missile programs.
  • D. Huang Xuhua
    Huang Xuhua is a pioneering Chinese nuclear submarine designer widely regarded as one of the founding figures of China’s modern naval engineering program.
  • E. Zhu Guangya
    Zhu Guangya was a prominent Chinese nuclear physicist and key architect of China’s nuclear weapons and energy programs.
  • 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_69e0b51ff3748190935c0a513c62a12b completed April 16, 2026, 10:08 a.m.
NER Named-entity recognition batch_69ee62cbfef08190a33ac1f198c82cd0 completed April 26, 2026, 7:09 p.m.
NED1 Entity disambiguation (via context triple) batch_6a09b42a4fa88190a167206cedb206ab completed May 17, 2026, 12:27 p.m.
NEDg Description generation batch_6a09b4bd826c8190968bc43f22a5a290 completed May 17, 2026, 12:29 p.m.
NED2 Entity disambiguation (via description) batch_6a09b543ce9881909073c30b7749757b completed May 17, 2026, 12:32 p.m.
Created at: April 16, 2026, 5:12 p.m.