Triple
T5455192
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Premier of the Republic of China |
E122461
|
entity |
| Predicate | officeHolders |
P9949
|
FINISHED |
| Object |
Liu Chao-shiuan
Liu Chao-shiuan is a Taiwanese politician and academic who served as Premier of the Republic of China (Taiwan) and previously held key ministerial and leadership roles in government and higher education.
|
E524515
|
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: Liu Chao-shiuan | Statement: [Premier of the Republic of China, officeHolders, Liu Chao-shiuan]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Liu Chao-shiuan Context triple: [Premier of the Republic of China, officeHolders, Liu Chao-shiuan]
-
A.
Tsai Chao-chu
Tsai Chao-chu is the wife of Taiwanese chemist and Nobel laureate Yuan T. Lee.
-
B.
Chang Yung-fa
Chang Yung-fa was a Taiwanese shipping magnate and philanthropist best known as the billionaire founder of the Evergreen Group conglomerate.
-
C.
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.
-
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.
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: Liu Chao-shiuan Triple: [Premier of the Republic of China, officeHolders, Liu Chao-shiuan]
Generated description
Liu Chao-shiuan is a Taiwanese politician and academic who served as Premier of the Republic of China (Taiwan) and previously held key ministerial and leadership roles in government and higher education.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Liu Chao-shiuan Target entity description: Liu Chao-shiuan is a Taiwanese politician and academic who served as Premier of the Republic of China (Taiwan) and previously held key ministerial and leadership roles in government and higher education.
-
A.
Tsai Chao-chu
Tsai Chao-chu is the wife of Taiwanese chemist and Nobel laureate Yuan T. Lee.
-
B.
Chang Yung-fa
Chang Yung-fa was a Taiwanese shipping magnate and philanthropist best known as the billionaire founder of the Evergreen Group conglomerate.
-
C.
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.
-
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.
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_69bd46424248819085282ddf50a565f3 |
completed | March 20, 2026, 1:06 p.m. |
| NER | Named-entity recognition | batch_69bd91eeb7ac8190bf2e02f7946bf2bf |
completed | March 20, 2026, 6:29 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bf70d5dba4819086585fba83134f2b |
completed | March 22, 2026, 4:32 a.m. |
| NEDg | Description generation | batch_69bf73d994b08190866aae79c93d9393 |
completed | March 22, 2026, 4:45 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69bf743f2f348190aa6b44670166488a |
completed | March 22, 2026, 4:46 a.m. |
Created at: March 20, 2026, 2:08 p.m.