Triple

T5808750
Position Surface form Disambiguated ID Type / Status
Subject Kao E128813 entity
Predicate hasNotableBearer P458 FINISHED
Object Kao Hsiao-yuan
Kao Hsiao-yuan is a notable individual who bears the Chinese surname Kao and is recognized for achievements significant enough to be distinctly recorded.
 E568700 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: Kao Hsiao-yuan | Statement: [Kao, hasNotableBearer, Kao Hsiao-yuan]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Kao Hsiao-yuan
Context triple: [Kao, hasNotableBearer, Kao Hsiao-yuan]
  • A. Yen Chia-kan
    Yen Chia-kan was a Taiwanese politician who served as President of the Republic of China in the 1970s, overseeing a period of political transition following Chiang Kai-shek's death.
  • B. Lin Ching-tai
    Lin Ching-tai is an actor best known for his role in the Taiwanese historical epic film "Seediq Bale," which depicts the indigenous Seediq people's resistance against Japanese rule.
  • C. Kao Chin-yuen
    Kao Chin-yuen is a Taiwanese politician known for his service as a legislator and involvement in Taiwan’s public affairs.
  • D. Chang Chun-hsiung
    Chang Chun-hsiung is a Taiwanese politician and lawyer who twice served as premier and was a prominent member of the Democratic Progressive Party.
  • E. Tsai Chongxin
    Tsai Chongxin, better known as Joe Tsai, is a Taiwanese-Canadian billionaire businessman and co-founder of Alibaba Group.
  • 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: Kao Hsiao-yuan
Triple: [Kao, hasNotableBearer, Kao Hsiao-yuan]
Generated description
Kao Hsiao-yuan is a notable individual who bears the Chinese surname Kao and is recognized for achievements significant enough to be distinctly recorded.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Kao Hsiao-yuan
Target entity description: Kao Hsiao-yuan is a notable individual who bears the Chinese surname Kao and is recognized for achievements significant enough to be distinctly recorded.
  • A. Yen Chia-kan
    Yen Chia-kan was a Taiwanese politician who served as President of the Republic of China in the 1970s, overseeing a period of political transition following Chiang Kai-shek's death.
  • B. Lin Ching-tai
    Lin Ching-tai is an actor best known for his role in the Taiwanese historical epic film "Seediq Bale," which depicts the indigenous Seediq people's resistance against Japanese rule.
  • C. Kao Chin-yuen
    Kao Chin-yuen is a Taiwanese politician known for his service as a legislator and involvement in Taiwan’s public affairs.
  • D. Chang Chun-hsiung
    Chang Chun-hsiung is a Taiwanese politician and lawyer who twice served as premier and was a prominent member of the Democratic Progressive Party.
  • E. Tsai Chongxin
    Tsai Chongxin, better known as Joe Tsai, is a Taiwanese-Canadian billionaire businessman and co-founder of Alibaba Group.
  • 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_69c0084788848190bcf71f6bc5d71597 completed March 22, 2026, 3:18 p.m.
NER Named-entity recognition batch_69c02b1867a481909a7ea3331dbb04ce completed March 22, 2026, 5:47 p.m.
NED1 Entity disambiguation (via context triple) batch_69c124ef1c3c8190a2302fc0ce9b8324 completed March 23, 2026, 11:33 a.m.
NEDg Description generation batch_69c125ede4f88190989a5a40accd2745 completed March 23, 2026, 11:37 a.m.
NED2 Entity disambiguation (via description) batch_69c1268ffc7481909a9bd2be039dbf45 completed March 23, 2026, 11:40 a.m.
Created at: March 22, 2026, 3:52 p.m.