Triple
T15185579
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Liang Qichao |
E362864
|
entity |
| Predicate | child |
P120
|
FINISHED |
| Object |
Liang Sili
Liang Sili was a prominent Chinese aerospace engineer and missile expert who played a key role in the development of China’s early guided missile and space programs.
|
E1177936
|
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 Sili | Statement: [Liang Qichao, child, Liang Sili]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Liang Sili Context triple: [Liang Qichao, child, Liang Sili]
-
A.
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.
-
B.
Liao Yaoxiang
Liao Yaoxiang was a Nationalist Chinese general best known for commanding Kuomintang forces in major campaigns of the Chinese Civil War, including the Liaoshen Campaign.
-
C.
Liang Rengong
Liang Rengong is another name for Liang Qichao, a prominent late Qing and early Republican Chinese scholar, journalist, and reformist intellectual.
-
D.
Liang Shuming
Liang Shuming was a prominent 20th-century Chinese philosopher and rural reconstruction activist known for his influential work on Confucianism and modern Chinese thought.
-
E.
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.
- 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 Sili Triple: [Liang Qichao, child, Liang Sili]
Generated description
Liang Sili was a prominent Chinese aerospace engineer and missile expert who played a key role in the development of China’s early guided missile and space programs.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Liang Sili Target entity description: Liang Sili was a prominent Chinese aerospace engineer and missile expert who played a key role in the development of China’s early guided missile and space programs.
-
A.
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.
-
B.
Liao Yaoxiang
Liao Yaoxiang was a Nationalist Chinese general best known for commanding Kuomintang forces in major campaigns of the Chinese Civil War, including the Liaoshen Campaign.
-
C.
Liang Rengong
Liang Rengong is another name for Liang Qichao, a prominent late Qing and early Republican Chinese scholar, journalist, and reformist intellectual.
-
D.
Liang Shuming
Liang Shuming was a prominent 20th-century Chinese philosopher and rural reconstruction activist known for his influential work on Confucianism and modern Chinese thought.
-
E.
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.
- 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_69d85a09a39c81908759f23268e2d408 |
completed | April 10, 2026, 2:01 a.m. |
| NER | Named-entity recognition | batch_69e006674c088190ba635a78c30f5637 |
completed | April 15, 2026, 9:43 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ff9976bc888190a050c2502d1f8e81 |
completed | May 9, 2026, 8:30 p.m. |
| NEDg | Description generation | batch_69ff9a56d43c8190819deb48d59e16cb |
completed | May 9, 2026, 8:34 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ff9acbd2b481908b9d415e26d0db81 |
completed | May 9, 2026, 8:36 p.m. |
Created at: April 10, 2026, 3:09 a.m.