Triple

T4469280
Position Surface form Disambiguated ID Type / Status
Subject Yunnan Military Academy E98453 entity
Predicate notableAlumnus P304 FINISHED
Object Huang Huoqing
Huang Huoqing was a Chinese military and political figure who rose to prominence in the mid-20th century, holding senior roles in the People’s Liberation Army and the Communist Party.
E526101 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: Huang Huoqing | Statement: [Yunnan Military Academy, notableAlumnus, Huang Huoqing]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Huang Huoqing
Context triple: [Yunnan Military Academy, notableAlumnus, Huang Huoqing]
  • A. Huang Shaohong
    Huang Shaohong was a prominent Chinese Nationalist military and political leader who played a key role in the development and governance of Guangxi during the Republican era.
  • B. Huang Xingguo
    Huang Xingguo is a Chinese politician who served as acting mayor and then mayor of Tianjin before being investigated and convicted on corruption charges.
  • C. Qiu Huizuo
    Qiu Huizuo was a senior Chinese Communist military and political leader who served as a high-ranking general and logistics chief in the People’s Liberation Army, particularly influential during the Cultural Revolution.
  • D. Huang Zhiyong
    Huang Zhiyong was a Chinese military officer and notable graduate of the Yunnan Military Academy who participated in early 20th-century military and political affairs in China.
  • E. Zeng Qinghong
    Zeng Qinghong is a Chinese politician who served as Vice President of the People’s Republic of China and was a key power broker within the Chinese Communist Party in the early 2000s.
  • 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: Huang Huoqing
Triple: [Yunnan Military Academy, notableAlumnus, Huang Huoqing]
Generated description
Huang Huoqing was a Chinese military and political figure who rose to prominence in the mid-20th century, holding senior roles in the People’s Liberation Army and the Communist Party.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Huang Huoqing
Target entity description: Huang Huoqing was a Chinese military and political figure who rose to prominence in the mid-20th century, holding senior roles in the People’s Liberation Army and the Communist Party.
  • A. Huang Shaohong
    Huang Shaohong was a prominent Chinese Nationalist military and political leader who played a key role in the development and governance of Guangxi during the Republican era.
  • B. Huang Xingguo
    Huang Xingguo is a Chinese politician who served as acting mayor and then mayor of Tianjin before being investigated and convicted on corruption charges.
  • C. Qiu Huizuo
    Qiu Huizuo was a senior Chinese Communist military and political leader who served as a high-ranking general and logistics chief in the People’s Liberation Army, particularly influential during the Cultural Revolution.
  • D. Huang Zhiyong
    Huang Zhiyong was a Chinese military officer and notable graduate of the Yunnan Military Academy who participated in early 20th-century military and political affairs in China.
  • E. Zeng Qinghong
    Zeng Qinghong is a Chinese politician who served as Vice President of the People’s Republic of China and was a key power broker within the Chinese Communist Party in the early 2000s.
  • 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_69b3454b4ae481908967426dd37284d6 completed March 12, 2026, 10:59 p.m.
NER Named-entity recognition batch_69b3569cd03c8190927c596bedb45ac8 completed March 13, 2026, 12:13 a.m.
NED1 Entity disambiguation (via context triple) batch_69bfabdc5b888190b62b7c56c05f6687 completed March 22, 2026, 8:44 a.m.
NEDg Description generation batch_69bfac6e0a908190a094972f890bf9ce completed March 22, 2026, 8:46 a.m.
NED2 Entity disambiguation (via description) batch_69bfae1f1a0481909071b8b4f2c99a46 completed March 22, 2026, 8:53 a.m.
Created at: March 12, 2026, 11:34 p.m.