Triple

T8530129
Position Surface form Disambiguated ID Type / Status
Subject Liu Shan E201922 entity
Predicate notableOfficial P1918 FINISHED
Object Huang Hao
Huang Hao was a powerful and notoriously corrupt eunuch official who dominated the later court of Shu Han under Emperor Liu Shan during the Three Kingdoms period of China.
E748288 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 Hao | Statement: [Liu Shan, notableOfficial, Huang Hao]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Huang Hao
Context triple: [Liu Shan, notableOfficial, Huang Hao]
  • A. 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.
  • B. 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.
  • C. Zhu Changhao
    Zhu Changhao was a Ming dynasty imperial prince, known primarily as one of the sons of the Wanli Emperor of China.
  • D. Huang Baitao
    Huang Baitao was a Nationalist Chinese general best known for commanding Kuomintang forces during the Chinese Civil War, particularly in the Huaihai Campaign.
  • E. 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.
  • 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 Hao
Triple: [Liu Shan, notableOfficial, Huang Hao]
Generated description
Huang Hao was a powerful and notoriously corrupt eunuch official who dominated the later court of Shu Han under Emperor Liu Shan during the Three Kingdoms period of China.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Huang Hao
Target entity description: Huang Hao was a powerful and notoriously corrupt eunuch official who dominated the later court of Shu Han under Emperor Liu Shan during the Three Kingdoms period of China.
  • A. 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.
  • B. 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.
  • C. Zhu Changhao
    Zhu Changhao was a Ming dynasty imperial prince, known primarily as one of the sons of the Wanli Emperor of China.
  • D. Huang Baitao
    Huang Baitao was a Nationalist Chinese general best known for commanding Kuomintang forces during the Chinese Civil War, particularly in the Huaihai Campaign.
  • E. 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.
  • 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_69ca83228b24819085d22e7dc99f5d94 completed March 30, 2026, 2:05 p.m.
NER Named-entity recognition batch_69cbe67409f08190b20d13d26e9a362c completed March 31, 2026, 3:21 p.m.
NED1 Entity disambiguation (via context triple) batch_69cecc6239a48190b8b4370341ec62c5 completed April 2, 2026, 8:06 p.m.
NEDg Description generation batch_69cece14193081909e7b36f5b5b7da40 completed April 2, 2026, 8:14 p.m.
NED2 Entity disambiguation (via description) batch_69cecee1db28819095f704b96b8c6d2a completed April 2, 2026, 8:17 p.m.
Created at: March 30, 2026, 6:17 p.m.