Triple

T2584821
Position Surface form Disambiguated ID Type / Status
Subject Yuan T. Lee E57173 entity
Predicate spouse P13 FINISHED
Object Tsai Chao-chu
Tsai Chao-chu is the wife of Taiwanese chemist and Nobel laureate Yuan T. Lee.
 E281112 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: Tsai Chao-chu | Statement: [Yuan T. Lee, spouse, Tsai Chao-chu]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Tsai Chao-chu
Context triple: [Yuan T. Lee, spouse, Tsai Chao-chu]
  • A. Tsai Chongxin
    Tsai Chongxin, better known as Joe Tsai, is a Taiwanese-Canadian billionaire businessman and co-founder of Alibaba Group.
  • B. Chiang Chieh-shih
    Chiang Chieh-shih is the birth name of Chiang Kai-shek, the influential 20th-century Chinese political and military leader who headed the Republic of China.
  • C. Pai Chung-hsi
    Pai Chung-hsi is an alternate romanization of Bai Chongxi, a prominent Chinese Muslim general and political leader of the Nationalist forces in the early to mid-20th century.
  • D. Hsu Yung-chang
    Hsu Yung-chang was a Chinese military representative who took part in formalizing Japan’s World War II surrender by signing the Japanese Instrument of Surrender.
  • E. Chang Yung-fa
    Chang Yung-fa was a Taiwanese shipping magnate and philanthropist best known as the billionaire founder of the Evergreen Group conglomerate.
  • 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: Tsai Chao-chu
Triple: [Yuan T. Lee, spouse, Tsai Chao-chu]
Generated description
Tsai Chao-chu is the wife of Taiwanese chemist and Nobel laureate Yuan T. Lee.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Tsai Chao-chu
Target entity description: Tsai Chao-chu is the wife of Taiwanese chemist and Nobel laureate Yuan T. Lee.
  • A. Tsai Chongxin
    Tsai Chongxin, better known as Joe Tsai, is a Taiwanese-Canadian billionaire businessman and co-founder of Alibaba Group.
  • B. Chiang Chieh-shih
    Chiang Chieh-shih is the birth name of Chiang Kai-shek, the influential 20th-century Chinese political and military leader who headed the Republic of China.
  • C. Pai Chung-hsi
    Pai Chung-hsi is an alternate romanization of Bai Chongxi, a prominent Chinese Muslim general and political leader of the Nationalist forces in the early to mid-20th century.
  • D. Hsu Yung-chang
    Hsu Yung-chang was a Chinese military representative who took part in formalizing Japan’s World War II surrender by signing the Japanese Instrument of Surrender.
  • E. Chang Yung-fa
    Chang Yung-fa was a Taiwanese shipping magnate and philanthropist best known as the billionaire founder of the Evergreen Group conglomerate.
  • 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_69ab4a4dca6481908c301f8e317396e7 completed March 6, 2026, 9:42 p.m.
NER Named-entity recognition batch_69abd3cd07588190b3cb8cc348f12938 completed March 7, 2026, 7:29 a.m.
NED1 Entity disambiguation (via context triple) batch_69af83b4e09c8190909df4ba9b29d525 completed March 10, 2026, 2:36 a.m.
NEDg Description generation batch_69af846ab5888190aa04ee83752208e2 completed March 10, 2026, 2:39 a.m.
NED2 Entity disambiguation (via description) batch_69af84e909308190a6a1a2e818f263c4 completed March 10, 2026, 2:41 a.m.
Created at: March 6, 2026, 9:49 p.m.