Triple

T13845303
Position Surface form Disambiguated ID Type / Status
Subject National Southwestern Associated University E332786 entity
Predicate hasAlumnus P51 FINISHED
Object 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.
 E1065348 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: Guo Yonghuai | Statement: [National Southwestern Associated University, hasAlumnus, Guo Yonghuai]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Guo Yonghuai
Context triple: [National Southwestern Associated University, hasAlumnus, Guo Yonghuai]
  • A. 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.
  • B. Mao Yisheng
    Mao Yisheng was a pioneering Chinese civil engineer and bridge expert renowned for his foundational contributions to modern bridge construction in China.
  • C. Zhu Guangya
    Zhu Guangya was a prominent Chinese nuclear physicist and key architect of China’s nuclear weapons and energy programs.
  • D. 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.
  • E. Xu Guangda
    Xu Guangda was a prominent Chinese military commander and founding general of the People's Liberation Army who played key roles in the Chinese Civil War and early PRC military development.
  • 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: Guo Yonghuai
Triple: [National Southwestern Associated University, hasAlumnus, Guo Yonghuai]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Guo Yonghuai
Target entity description: 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.
  • A. 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.
  • B. Mao Yisheng
    Mao Yisheng was a pioneering Chinese civil engineer and bridge expert renowned for his foundational contributions to modern bridge construction in China.
  • C. Zhu Guangya
    Zhu Guangya was a prominent Chinese nuclear physicist and key architect of China’s nuclear weapons and energy programs.
  • D. 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.
  • E. Xu Guangda
    Xu Guangda was a prominent Chinese military commander and founding general of the People's Liberation Army who played key roles in the Chinese Civil War and early PRC military development.
  • 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_69d81c5ba13c8190839315f54768acfd completed April 9, 2026, 9:38 p.m.
NER Named-entity recognition batch_69de02b1a25c8190a9f85ba43c421188 completed April 14, 2026, 9:02 a.m.
NED1 Entity disambiguation (via context triple) batch_69f7c0ef9e7c8190b96c2b83d04708e1 completed May 3, 2026, 9:41 p.m.
NEDg Description generation batch_69f7c20da9448190b3167b091bd39b94 completed May 3, 2026, 9:45 p.m.
NED2 Entity disambiguation (via description) batch_69f7c2cc63148190b9ca2828abe54286 completed May 3, 2026, 9:49 p.m.
Created at: April 9, 2026, 10:13 p.m.