Triple

T8656917
Position Surface form Disambiguated ID Type / Status
Subject Yen Chia-kan E205441 entity
Predicate spouse P13 FINISHED
Object Tsai Chou-hua
Tsai Chou-hua was the wife of Yen Chia-kan, who served as President of the Republic of China (Taiwan) in the 1970s.
 E748740 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 Chou-hua | Statement: [Yen Chia-kan, spouse, Tsai Chou-hua]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Tsai Chou-hua
Context triple: [Yen Chia-kan, spouse, Tsai Chou-hua]
  • A. Ann Hui
    Ann Hui is an acclaimed Hong Kong film director and key figure of the Hong Kong New Wave, known for her socially conscious, character-driven dramas.
  • B. Chiang Hsiao-wu
    Chiang Hsiao-wu was a Taiwanese politician and businessman, notable as a member of the influential Chiang family that dominated mid-20th-century Chinese and Taiwanese politics.
  • C. Tsui Hark
    Tsui Hark is a pioneering Hong Kong filmmaker renowned for revolutionizing the action and wuxia genres with his visually inventive, high-energy directing style.
  • D. Ang Lee
    Ang Lee is a Taiwanese-born film director acclaimed for his visually inventive and emotionally nuanced movies, including "Crouching Tiger, Hidden Dragon," "Brokeback Mountain," and "Life of Pi."
  • E. Tsai Kuo-jung
    Tsai Kuo-jung is a Taiwanese screenwriter best known for co-writing the internationally acclaimed wuxia film "Crouching Tiger, Hidden Dragon."
  • 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 Chou-hua
Triple: [Yen Chia-kan, spouse, Tsai Chou-hua]
Generated description
Tsai Chou-hua was the wife of Yen Chia-kan, who served as President of the Republic of China (Taiwan) in the 1970s.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Tsai Chou-hua
Target entity description: Tsai Chou-hua was the wife of Yen Chia-kan, who served as President of the Republic of China (Taiwan) in the 1970s.
  • A. Ann Hui
    Ann Hui is an acclaimed Hong Kong film director and key figure of the Hong Kong New Wave, known for her socially conscious, character-driven dramas.
  • B. Chiang Hsiao-wu
    Chiang Hsiao-wu was a Taiwanese politician and businessman, notable as a member of the influential Chiang family that dominated mid-20th-century Chinese and Taiwanese politics.
  • C. Tsui Hark
    Tsui Hark is a pioneering Hong Kong filmmaker renowned for revolutionizing the action and wuxia genres with his visually inventive, high-energy directing style.
  • D. Ang Lee
    Ang Lee is a Taiwanese-born film director acclaimed for his visually inventive and emotionally nuanced movies, including "Crouching Tiger, Hidden Dragon," "Brokeback Mountain," and "Life of Pi."
  • E. Tsai Kuo-jung
    Tsai Kuo-jung is a Taiwanese screenwriter best known for co-writing the internationally acclaimed wuxia film "Crouching Tiger, Hidden Dragon."
  • 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_69ca8350897c819086cde7596fbe5fe7 completed March 30, 2026, 2:06 p.m.
NER Named-entity recognition batch_69cc484569788190aa41395854684e6f completed March 31, 2026, 10:18 p.m.
NED1 Entity disambiguation (via context triple) batch_69ceccec941881908263cd3205f10ccd completed April 2, 2026, 8:09 p.m.
NEDg Description generation batch_69cece8c4bdc8190988990c675f50f86 completed April 2, 2026, 8:16 p.m.
NED2 Entity disambiguation (via description) batch_69cecf3a0e78819082cc7c43eceae309 completed April 2, 2026, 8:19 p.m.
Created at: March 30, 2026, 6:30 p.m.