Triple

T5693428
Position Surface form Disambiguated ID Type / Status
Subject Crouching Tiger, Hidden Dragon E125479 entity
Predicate screenwriter P2831 FINISHED
Object Tsai Kuo-jung
Tsai Kuo-jung is a Taiwanese screenwriter best known for co-writing the internationally acclaimed wuxia film "Crouching Tiger, Hidden Dragon."
E548919 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 Kuo-jung | Statement: [Crouching Tiger, Hidden Dragon, screenwriter, Tsai Kuo-jung]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Tsai Kuo-jung
Context triple: [Crouching Tiger, Hidden Dragon, screenwriter, Tsai Kuo-jung]
  • A. Tsai Chongxin
    Tsai Chongxin, better known as Joe Tsai, is a Taiwanese-Canadian billionaire businessman and co-founder of Alibaba Group.
  • B. Tsai Chao-chu
    Tsai Chao-chu is the wife of Taiwanese chemist and Nobel laureate Yuan T. Lee.
  • C. 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.
  • D. Chang Hsueh-liang
    Chang Hsueh-liang was a prominent Chinese warlord and political figure best known for his role in the 1936 Xi'an Incident, which forced Chiang Kai-shek to form a united front with the Communists against Japan.
  • E. 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.
  • 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 Kuo-jung
Triple: [Crouching Tiger, Hidden Dragon, screenwriter, Tsai Kuo-jung]
Generated description
Tsai Kuo-jung is a Taiwanese screenwriter best known for co-writing the internationally acclaimed wuxia film "Crouching Tiger, Hidden Dragon."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Tsai Kuo-jung
Target entity description: Tsai Kuo-jung is a Taiwanese screenwriter best known for co-writing the internationally acclaimed wuxia film "Crouching Tiger, Hidden Dragon."
  • A. Tsai Chongxin
    Tsai Chongxin, better known as Joe Tsai, is a Taiwanese-Canadian billionaire businessman and co-founder of Alibaba Group.
  • B. Tsai Chao-chu
    Tsai Chao-chu is the wife of Taiwanese chemist and Nobel laureate Yuan T. Lee.
  • C. 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.
  • D. Chang Hsueh-liang
    Chang Hsueh-liang was a prominent Chinese warlord and political figure best known for his role in the 1936 Xi'an Incident, which forced Chiang Kai-shek to form a united front with the Communists against Japan.
  • E. 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.
  • 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_69c0082bb19c8190823a4facd3cba79b completed March 22, 2026, 3:18 p.m.
NER Named-entity recognition batch_69c023e7dbe48190850b501f223614e3 completed March 22, 2026, 5:16 p.m.
NED1 Entity disambiguation (via context triple) batch_69c097e2c0648190abedcd9ea463eb84 completed March 23, 2026, 1:31 a.m.
NEDg Description generation batch_69c098d889e08190adbd12504a7f3fa1 completed March 23, 2026, 1:35 a.m.
NED2 Entity disambiguation (via description) batch_69c09990da18819099fdc8f25f2ddef2 completed March 23, 2026, 1:38 a.m.
Created at: March 22, 2026, 3:44 p.m.