Triple

T6177640
Position Surface form Disambiguated ID Type / Status
Subject Xi'an Jiaotong University E137858 entity
Predicate hasNotableAlumni P51 FINISHED
Object Liang Wengen
Liang Wengen is a Chinese billionaire entrepreneur best known as the founder and chairman of Sany Group, one of the world’s leading heavy machinery manufacturers.
E592324 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: Liang Wengen | Statement: [Xi'an Jiaotong University, hasNotableAlumni, Liang Wengen]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Liang Wengen
Context triple: [Xi'an Jiaotong University, hasNotableAlumni, Liang Wengen]
  • A. Wu Jianxiong
    Wu Jianxiong, better known as Chien-Shiung Wu, was a pioneering Chinese-American experimental physicist whose groundbreaking work on beta decay and the violation of parity conservation earned her the nickname "the First Lady of Physics."
  • B. Liang Xiaosheng
    Liang Xiaosheng is a prominent Chinese writer and scholar best known for his realist novels depicting ordinary people's lives in contemporary China.
  • C. Wang Yuanlu
    Wang Yuanlu was a Chinese Taoist monk and self-appointed guardian of the Mogao Caves who became known for uncovering and controversially selling many of their ancient manuscripts and artworks to foreign explorers in the early 20th century.
  • D. Liang Rengong
    Liang Rengong is another name for Liang Qichao, a prominent late Qing and early Republican Chinese scholar, journalist, and reformist intellectual.
  • E. Zhang Wenqi
    Zhang Wenqi is a Chinese basketball player best known for having played professionally for the Shanghai Sharks in the Chinese Basketball Association.
  • 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: Liang Wengen
Triple: [Xi'an Jiaotong University, hasNotableAlumni, Liang Wengen]
Generated description
Liang Wengen is a Chinese billionaire entrepreneur best known as the founder and chairman of Sany Group, one of the world’s leading heavy machinery manufacturers.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Liang Wengen
Target entity description: Liang Wengen is a Chinese billionaire entrepreneur best known as the founder and chairman of Sany Group, one of the world’s leading heavy machinery manufacturers.
  • A. Wu Jianxiong
    Wu Jianxiong, better known as Chien-Shiung Wu, was a pioneering Chinese-American experimental physicist whose groundbreaking work on beta decay and the violation of parity conservation earned her the nickname "the First Lady of Physics."
  • B. Liang Xiaosheng
    Liang Xiaosheng is a prominent Chinese writer and scholar best known for his realist novels depicting ordinary people's lives in contemporary China.
  • C. Wang Yuanlu
    Wang Yuanlu was a Chinese Taoist monk and self-appointed guardian of the Mogao Caves who became known for uncovering and controversially selling many of their ancient manuscripts and artworks to foreign explorers in the early 20th century.
  • D. Liang Rengong
    Liang Rengong is another name for Liang Qichao, a prominent late Qing and early Republican Chinese scholar, journalist, and reformist intellectual.
  • E. Zhang Wenqi
    Zhang Wenqi is a Chinese basketball player best known for having played professionally for the Shanghai Sharks in the Chinese Basketball Association.
  • 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_69c008a80f748190ba3d07ffc81acb29 completed March 22, 2026, 3:20 p.m.
NER Named-entity recognition batch_69c05dc87bc48190834042d9c41d5b86 completed March 22, 2026, 9:23 p.m.
NED1 Entity disambiguation (via context triple) batch_69c640a2faf4819089bfbce9710ed22d completed March 27, 2026, 8:32 a.m.
NEDg Description generation batch_69c64195a0888190b2fd23950b6005ea completed March 27, 2026, 8:36 a.m.
NED2 Entity disambiguation (via description) batch_69c641e624d0819082c1333f8cbfe30d completed March 27, 2026, 8:37 a.m.
Created at: March 22, 2026, 4:18 p.m.