Triple
T21280817
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Liu Chao-shiuan |
E524515
|
entity |
| Predicate | servedInCabinetOf |
P15469
|
FINISHED |
| Object | President Ma Ying-jeou |
—
|
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: President Ma Ying-jeou | Statement: [Liu Chao-shiuan, servedInCabinetOf, President Ma Ying-jeou]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: President Ma Ying-jeou Context triple: [Liu Chao-shiuan, servedInCabinetOf, President Ma Ying-jeou]
-
A.
Ma Ying-jeou
chosen
Ma Ying-jeou is a Taiwanese politician and former President of the Republic of China (Taiwan) known for his leadership of the Kuomintang and efforts to improve cross-strait relations with mainland China.
-
B.
Wu Den-yih
Wu Den-yih is a Taiwanese politician who served as Vice President of the Republic of China (Taiwan) and previously as Premier and Mayor of Kaohsiung.
-
C.
Tsai Ing-wen
Tsai Ing-wen is the President of Taiwan and its first female leader, known for her firm stance on Taiwan’s democracy and cautious approach to relations with China.
-
D.
Lee Teng-hui
Lee Teng-hui was a Taiwanese politician who served as the first democratically elected president of the Republic of China and is often called the “father of Taiwan’s democracy.”
-
E.
Lai Ching-te
Lai Ching-te is a Taiwanese politician and member of the Democratic Progressive Party who serves as the current president of Taiwan (Republic of China).
- 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.