Triple

T417583
Position Surface form Disambiguated ID Type / Status
Subject Central China Normal University E8027 entity
Predicate hasNotableAlumni P51 FINISHED
Object Liang Qichao
Liang Qichao was a prominent late Qing and early Republican Chinese scholar, journalist, and reformist intellectual who played a key role in modernizing Chinese political thought.
E68604 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 Qichao | Statement: [Central China Normal University, hasNotableAlumni, Liang Qichao]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Liang Qichao
Context triple: [Central China Normal University, hasNotableAlumni, Liang Qichao]
  • A. Chen Duxiu
    Chen Duxiu was a leading Chinese intellectual and revolutionary, co-founder and early leader of the Chinese Communist Party and a key figure in the New Culture and May Fourth movements.
  • B. Li Dazhao
    Li Dazhao was an early Chinese Marxist intellectual and revolutionary leader who played a key role in introducing communism to China and shaping the ideological foundations of the Chinese Communist movement.
  • C. Ding Ruchang
    Ding Ruchang was a late Qing dynasty Chinese naval officer best known for leading the Beiyang Fleet during the First Sino-Japanese War.
  • D. Sun Yat-sen
    Sun Yat-sen was a Chinese revolutionary leader and political thinker widely regarded as the founding father of modern China and a key figure in the overthrow of the Qing dynasty.
  • E. Li Hongzhang
    Li Hongzhang was a prominent late Qing dynasty statesman, diplomat, and military leader who played a key role in China's self-strengthening efforts and negotiations with foreign powers.
  • 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 Qichao
Triple: [Central China Normal University, hasNotableAlumni, Liang Qichao]
Generated description
Liang Qichao was a prominent late Qing and early Republican Chinese scholar, journalist, and reformist intellectual who played a key role in modernizing Chinese political thought.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Liang Qichao
Target entity description: Liang Qichao was a prominent late Qing and early Republican Chinese scholar, journalist, and reformist intellectual who played a key role in modernizing Chinese political thought.
  • A. Chen Duxiu
    Chen Duxiu was a leading Chinese intellectual and revolutionary, co-founder and early leader of the Chinese Communist Party and a key figure in the New Culture and May Fourth movements.
  • B. Li Dazhao
    Li Dazhao was an early Chinese Marxist intellectual and revolutionary leader who played a key role in introducing communism to China and shaping the ideological foundations of the Chinese Communist movement.
  • C. Ding Ruchang
    Ding Ruchang was a late Qing dynasty Chinese naval officer best known for leading the Beiyang Fleet during the First Sino-Japanese War.
  • D. Sun Yat-sen
    Sun Yat-sen was a Chinese revolutionary leader and political thinker widely regarded as the founding father of modern China and a key figure in the overthrow of the Qing dynasty.
  • E. Li Hongzhang
    Li Hongzhang was a prominent late Qing dynasty statesman, diplomat, and military leader who played a key role in China's self-strengthening efforts and negotiations with foreign powers.
  • 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_69a2e7f1d1bc81909cf2dc9754a3c334 completed Feb. 28, 2026, 1:04 p.m.
NER Named-entity recognition batch_69a2ee9059248190ba901680431914b5 completed Feb. 28, 2026, 1:33 p.m.
NED1 Entity disambiguation (via context triple) batch_69a4e0277eb08190984ff5bcb9f349a0 completed March 2, 2026, 12:56 a.m.
NEDg Description generation batch_69a4e0d0530081909072c19b1a409336 completed March 2, 2026, 12:58 a.m.
NED2 Entity disambiguation (via description) batch_69a4e12554648190a3b7640d03691fc1 completed March 2, 2026, 1 a.m.
Created at: Feb. 28, 2026, 1:11 p.m.