Triple

T15185581
Position Surface form Disambiguated ID Type / Status
Subject Liang Qichao E362864 entity
Predicate spouse P13 FINISHED
Object Li Huixian
Li Huixian was the wife of influential late Qing and early Republican Chinese scholar and reformist Liang Qichao.
E1141298 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: Li Huixian | Statement: [Liang Qichao, spouse, Li Huixian]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Li Huixian
Context triple: [Liang Qichao, spouse, Li Huixian]
  • A. Li Shuxian
    Li Shuxian was the last wife of Puyi, the final emperor of China, and lived a largely private life after the fall of the Qing dynasty.
  • B. Xie Lian
    Xie Lian was the wife of Chinese Communist military leader and Marshal Liu Bocheng.
  • C. Xu Jing
    Xu Jing was a pioneering Chinese mountaineer known for leading the first successful ascent of the Himalayan peak Shishapangma.
  • D. Lu Wenyu
    Lu Wenyu is a Chinese architect and co-founder of Amateur Architecture Studio, known for her collaborative work with her husband, Pritzker Prize laureate Wang Shu.
  • E. Li Xiuwen
    Li Xiuwen was the wife of Chinese military leader and revolutionary Ye Ting.
  • 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: Li Huixian
Triple: [Liang Qichao, spouse, Li Huixian]
Generated description
Li Huixian was the wife of influential late Qing and early Republican Chinese scholar and reformist Liang Qichao.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Li Huixian
Target entity description: Li Huixian was the wife of influential late Qing and early Republican Chinese scholar and reformist Liang Qichao.
  • A. Li Shuxian
    Li Shuxian was the last wife of Puyi, the final emperor of China, and lived a largely private life after the fall of the Qing dynasty.
  • B. Xie Lian
    Xie Lian was the wife of Chinese Communist military leader and Marshal Liu Bocheng.
  • C. Xu Jing
    Xu Jing was a pioneering Chinese mountaineer known for leading the first successful ascent of the Himalayan peak Shishapangma.
  • D. Lu Wenyu
    Lu Wenyu is a Chinese architect and co-founder of Amateur Architecture Studio, known for her collaborative work with her husband, Pritzker Prize laureate Wang Shu.
  • E. Li Xiuwen
    Li Xiuwen was the wife of Chinese military leader and revolutionary Ye Ting.
  • 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_69fec893f1e08190a192b7b9b80484e8 completed May 9, 2026, 5:39 a.m.
NEDg Description generation batch_69fec91a2d708190bcc67793c46b2a61 completed May 9, 2026, 5:41 a.m.
NED2 Entity disambiguation (via description) batch_69feca0d38088190910dbf4f2538a9d4 completed May 9, 2026, 5:45 a.m.
Created at: April 10, 2026, 3:09 a.m.