Triple
T21280785
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Liu Chao-shiuan |
E524515
|
entity |
| Predicate | name |
P16
|
FINISHED |
| Object | Liu Chao-shiuan |
—
|
NE NERFINISHED |
How this triple was built (2 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: [Liu Chao-shiuan, name, Liu Chao-shiuan]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Liu Chao-shiuan Context triple: [Liu Chao-shiuan, name, Liu Chao-shiuan]
-
A.
Liu Chao-shiuan
chosen
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.
-
B.
Tsai Chao-chu
Tsai Chao-chu is the wife of Taiwanese chemist and Nobel laureate Yuan T. Lee.
-
C.
Liao Yi-wu
Liao Yi-wu is a Chinese writer, poet, and dissident best known for his oral histories and accounts of marginalized people in China, as well as his outspoken criticism of the Chinese government.
-
D.
Chao Tze-chi
Chao Tze-chi is an individual whose family name is Chao, likely of Chinese or Taiwanese origin.
-
E.
Hsu Hsin-liang
Hsu Hsin-liang is a Taiwanese politician and democracy activist known for his leadership role in the opposition movement against Kuomintang rule and his tenure as a prominent figure in the Democratic Progressive Party.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (2 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_69e0b516293c819089458ea2ec85f85e |
completed | April 16, 2026, 10:08 a.m. |
| NER | Named-entity recognition | batch_69e736d186988190a5b16fcb669ece9f |
completed | April 21, 2026, 8:35 a.m. |
Created at: April 16, 2026, 4:02 p.m.