Triple
T7385040
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Sany Heavy Industry |
E170358
|
entity |
| Predicate | founder |
P104
|
FINISHED |
| Object | Liang Wengen |
E592324
|
NE FINISHED |
How this triple was built (2 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: [Sany Heavy Industry, founder, Liang Wengen]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Liang Wengen Context triple: [Sany Heavy Industry, founder, Liang Wengen]
-
A.
Liang Wengen
chosen
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.
-
B.
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."
-
C.
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.
-
D.
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.
-
E.
Wang Yupu
Wang Yupu was a prominent Chinese petroleum engineer and business executive who served as chairman of Sinopec and later as head of the China Insurance Regulatory Commission.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69c84ee2397481909552cec2d4b90cc5 |
completed | March 28, 2026, 9:57 p.m. |
Created at: March 27, 2026, 3:08 p.m.