Triple
T14614157
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Liang |
E343037
|
entity |
| Predicate | hasNotableBearer |
P458
|
FINISHED |
| Object |
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.
|
E1146773
|
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 Shuming | Statement: [Liang, hasNotableBearer, Liang Shuming]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Liang Shuming Context triple: [Liang, hasNotableBearer, Liang Shuming]
-
A.
Liang Xingchu
Liang Xingchu was a prominent Chinese military commander of the People's Liberation Army who played key roles in several major campaigns during the Chinese Civil War and the Korean War.
-
B.
Liu Xianshi
Liu Xianshi was a Chinese military and political figure from Yunnan who rose to prominence as a warlord during the early Republican era.
-
C.
Liao Chengzhi
Liao Chengzhi was a prominent Chinese Communist revolutionary and politician who played key roles in united front work, overseas Chinese affairs, and Sino-Japanese relations in the mid-20th century.
-
D.
Zeng Liansong
Zeng Liansong was a Chinese designer best known for creating the national flag of the People's Republic of China.
-
E.
Xue Rengui
Xue Rengui was a famed Tang dynasty general renowned for his military exploits on the empire’s frontiers, particularly in campaigns against Goguryeo and other neighboring states.
- 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 Shuming Triple: [Liang, hasNotableBearer, Liang Shuming]
Generated description
Liang Shuming was a prominent 20th-century Chinese philosopher and rural reconstruction activist known for his influential work on Confucianism and modern Chinese thought.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Liang Shuming Target entity description: Liang Shuming was a prominent 20th-century Chinese philosopher and rural reconstruction activist known for his influential work on Confucianism and modern Chinese thought.
-
A.
Liang Xingchu
Liang Xingchu was a prominent Chinese military commander of the People's Liberation Army who played key roles in several major campaigns during the Chinese Civil War and the Korean War.
-
B.
Liu Xianshi
Liu Xianshi was a Chinese military and political figure from Yunnan who rose to prominence as a warlord during the early Republican era.
-
C.
Liao Chengzhi
Liao Chengzhi was a prominent Chinese Communist revolutionary and politician who played key roles in united front work, overseas Chinese affairs, and Sino-Japanese relations in the mid-20th century.
-
D.
Zeng Liansong
Zeng Liansong was a Chinese designer best known for creating the national flag of the People's Republic of China.
-
E.
Xue Rengui
Xue Rengui was a famed Tang dynasty general renowned for his military exploits on the empire’s frontiers, particularly in campaigns against Goguryeo and other neighboring states.
- 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_69d822dec68081908c2553145c4051dc |
completed | April 9, 2026, 10:06 p.m. |
| NER | Named-entity recognition | batch_69deb45264988190a1df13e8b54a85bd |
completed | April 14, 2026, 9:40 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fee5dc9b908190b1d7583810dc9c41 |
completed | May 9, 2026, 7:44 a.m. |
| NEDg | Description generation | batch_69fee6ea4fec81908d770df705e0512b |
completed | May 9, 2026, 7:48 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69fee897a7248190b3d81ea1da1d49e1 |
completed | May 9, 2026, 7:56 a.m. |
Created at: April 10, 2026, 1:25 a.m.