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.