Triple

T16681191
Position Surface form Disambiguated ID Type / Status
Subject Ai (Chinese surname) E405341 entity
Predicate hasNotableBearer P458 FINISHED
Object Ai Siqi
Ai Siqi was a prominent Chinese Marxist philosopher and educator known for popularizing Marxist theory in 20th-century China.
 E1227630 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: Ai Siqi | Statement: [Ai (Chinese surname), hasNotableBearer, Ai Siqi]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Ai Siqi
Context triple: [Ai (Chinese surname), hasNotableBearer, Ai Siqi]
  • A. Song Ziwen
    Song Ziwen, better known as T. V. Soong, was a prominent Chinese financier and politician who served as a key economic architect and high-ranking official of the Republic of China during the early to mid-20th century.
  • B. Li Jingxi
    Li Jingxi was a Chinese politician and statesman who briefly served as premier during the early years of the Republic of China.
  • C. Sun Yi
    Sun Yi was a lesser-known member of the Eastern Wu royal family during China’s Three Kingdoms period, recognized primarily as a younger brother of warlord and emperor Sun Quan.
  • D. Younan Xia
    Younan Xia is a prominent chemist and materials scientist known for his pioneering work in nanomaterials synthesis and nanotechnology.
  • E. Shaoqi
    Shaoqi is the given name of Liu Shaoqi, a prominent Chinese revolutionary leader and former President of the People’s Republic of China.
  • 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: Ai Siqi
Triple: [Ai (Chinese surname), hasNotableBearer, Ai Siqi]
Generated description
Ai Siqi was a prominent Chinese Marxist philosopher and educator known for popularizing Marxist theory in 20th-century China.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Ai Siqi
Target entity description: Ai Siqi was a prominent Chinese Marxist philosopher and educator known for popularizing Marxist theory in 20th-century China.
  • A. Song Ziwen
    Song Ziwen, better known as T. V. Soong, was a prominent Chinese financier and politician who served as a key economic architect and high-ranking official of the Republic of China during the early to mid-20th century.
  • B. Li Jingxi
    Li Jingxi was a Chinese politician and statesman who briefly served as premier during the early years of the Republic of China.
  • C. Sun Yi
    Sun Yi was a lesser-known member of the Eastern Wu royal family during China’s Three Kingdoms period, recognized primarily as a younger brother of warlord and emperor Sun Quan.
  • D. Younan Xia
    Younan Xia is a prominent chemist and materials scientist known for his pioneering work in nanomaterials synthesis and nanotechnology.
  • E. Shaoqi
    Shaoqi is the given name of Liu Shaoqi, a prominent Chinese revolutionary leader and former President of the People’s Republic of China.
  • 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_69d8838c28748190b3f5967c743940ab completed April 10, 2026, 4:58 a.m.
NER Named-entity recognition batch_69e37d6f5cf481909e7628bbaa884e5a completed April 18, 2026, 12:47 p.m.
NED1 Entity disambiguation (via context triple) batch_6a008a404f448190a9dc7831382ffcdc completed May 10, 2026, 1:38 p.m.
NEDg Description generation batch_6a008aed0bfc8190886b6a2e08a885b9 completed May 10, 2026, 1:41 p.m.
NED2 Entity disambiguation (via description) batch_6a008bc0e57c8190838ec383f2a1b52c completed May 10, 2026, 1:44 p.m.
Created at: April 10, 2026, 5:19 a.m.