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.