Triple
T21280786
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Liu Chao-shiuan |
E524515
|
entity |
| Predicate | birthName |
P65
|
FINISHED |
| Object | 劉兆玄 |
—
|
NE NERFINISHED |
How this triple was built (3 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: 劉兆玄 | Statement: [Liu Chao-shiuan, birthName, 劉兆玄]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: 劉兆玄 Context triple: [Liu Chao-shiuan, birthName, 劉兆玄]
-
A.
吳敦義
吳敦義是一位臺灣政治人物，曾任中華民國副總統及中國國民黨主席。
-
B.
江宜樺
江宜樺 is a Taiwanese political scientist and politician who served as Premier of the Republic of China (Taiwan).
-
C.
蕭萬長
蕭萬長 is a Taiwanese politician who served as Vice President of the Republic of China (Taiwan) from 2008 to 2012 and was a key figure in cross-strait economic relations.
-
D.
嚴家淦
嚴家淦 was a Taiwanese politician who served as the President of the Republic of China from 1975 to 1978.
-
E.
吳伯雄
吳伯雄是一位台灣資深政治人物，曾任中國國民黨主席與內政部長等重要職務。
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: 劉兆玄 Target entity description: 劉兆玄 is a Taiwanese politician and scholar who served as Premier of the Republic of China (Taiwan) from 2008 to 2009.
-
A.
吳敦義
吳敦義是一位臺灣政治人物，曾任中華民國副總統及中國國民黨主席。
-
B.
江宜樺
江宜樺 is a Taiwanese political scientist and politician who served as Premier of the Republic of China (Taiwan).
-
C.
蕭萬長
蕭萬長 is a Taiwanese politician who served as Vice President of the Republic of China (Taiwan) from 2008 to 2012 and was a key figure in cross-strait economic relations.
-
D.
嚴家淦
嚴家淦 was a Taiwanese politician who served as the President of the Republic of China from 1975 to 1978.
-
E.
吳伯雄
吳伯雄是一位台灣資深政治人物，曾任中國國民黨主席與內政部長等重要職務。
- F. None of above. chosen
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.