Triple

T7385041
Position Surface form Disambiguated ID Type / Status
Subject Sany Heavy Industry E170358 entity
Predicate founder P104 FINISHED
Object Tang Xiuguo
Tang Xiuguo is a Chinese entrepreneur best known as a co-founder and key leader of Sany Heavy Industry, one of China’s largest construction machinery manufacturers.
 E663818 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: Tang Xiuguo | Statement: [Sany Heavy Industry, founder, Tang Xiuguo]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Tang Xiuguo
Context triple: [Sany Heavy Industry, founder, Tang Xiuguo]
  • A. Tang Jiyao
    Tang Jiyao was a prominent early 20th-century Chinese warlord and politician who controlled Yunnan province during the Warlord Era of the Republic of China.
  • B. Tang Wen
    Tang Wen is a chapter of the Daoist classic Liezi that presents philosophical dialogues and anecdotes exploring themes of governance, morality, and the nature of human conduct.
  • C. He Zhizhang
    He Zhizhang was a prominent Tang dynasty poet and official known for his refined literary style and contributions to classical Chinese poetry.
  • D. Tang Shaoyi
    Tang Shaoyi was a Chinese statesman and diplomat who briefly served as the first premier of the Republic of China in the early 20th century.
  • E. Zhu Zhanxi
    Zhu Zhanxi was a Ming dynasty imperial prince, notable as a son of the short-reigning Hongxi Emperor of China.
  • 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: Tang Xiuguo
Triple: [Sany Heavy Industry, founder, Tang Xiuguo]
Generated description
Tang Xiuguo is a Chinese entrepreneur best known as a co-founder and key leader of Sany Heavy Industry, one of China’s largest construction machinery manufacturers.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Tang Xiuguo
Target entity description: Tang Xiuguo is a Chinese entrepreneur best known as a co-founder and key leader of Sany Heavy Industry, one of China’s largest construction machinery manufacturers.
  • A. Tang Jiyao
    Tang Jiyao was a prominent early 20th-century Chinese warlord and politician who controlled Yunnan province during the Warlord Era of the Republic of China.
  • B. Tang Wen
    Tang Wen is a chapter of the Daoist classic Liezi that presents philosophical dialogues and anecdotes exploring themes of governance, morality, and the nature of human conduct.
  • C. He Zhizhang
    He Zhizhang was a prominent Tang dynasty poet and official known for his refined literary style and contributions to classical Chinese poetry.
  • D. Tang Shaoyi
    Tang Shaoyi was a Chinese statesman and diplomat who briefly served as the first premier of the Republic of China in the early 20th century.
  • E. Zhu Zhanxi
    Zhu Zhanxi was a Ming dynasty imperial prince, notable as a son of the short-reigning Hongxi Emperor of China.
  • 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_69c68a5d0ed08190b6d361e68f813330 completed March 27, 2026, 1:47 p.m.
NER Named-entity recognition batch_69c6f1efe1308190b96eefbff56140be completed March 27, 2026, 9:09 p.m.
NED1 Entity disambiguation (via context triple) batch_69c81ecb9b0481908af841456bce5430 completed March 28, 2026, 6:32 p.m.
NEDg Description generation batch_69c81fb91eb88190b6436ace69d44211 completed March 28, 2026, 6:36 p.m.
NED2 Entity disambiguation (via description) batch_69c822f547388190be0879b70542a421 completed March 28, 2026, 6:50 p.m.
Created at: March 27, 2026, 3:08 p.m.