Triple
T8307951
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Lai Ching-te |
E194509
|
entity |
| Predicate | spouse |
P13
|
FINISHED |
| Object |
Liu Fang-yu
Liu Fang-yu is the wife of Taiwanese politician and president Lai Ching-te and is known for maintaining a relatively low public profile.
|
E742837
|
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 Fang-yu | Statement: [Lai Ching-te, spouse, Liu Fang-yu]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Liu Fang-yu Context triple: [Lai Ching-te, spouse, Liu Fang-yu]
-
A.
Wu Mei-ju
Wu Mei-ju is a Taiwanese public figure who served as First Lady of the Republic of China (Taiwan), accompanying and supporting the presidency through official and ceremonial duties.
-
B.
Jiang Yi-huah
Jiang Yi-huah is a Taiwanese political scientist and politician who served as Premier of the Republic of China (Taiwan) in the early 2010s.
-
C.
Lien Fang Yu
Lien Fang Yu is a Taiwanese public figure and former television host best known as the wife of prominent Kuomintang politician and former Vice President of Taiwan, Lien Chan.
-
D.
Wang Hui-ling
Wang Hui-ling is a Taiwanese screenwriter best known for co-writing acclaimed films such as "Crouching Tiger, Hidden Dragon" and "Lust, Caution," often collaborating with director Ang Lee.
-
E.
Wang Yu-wen
Wang Yu-wen is a Taiwanese actress best known for her prominent role in the acclaimed film "Eat Drink Man Woman."
- 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 Fang-yu Triple: [Lai Ching-te, spouse, Liu Fang-yu]
Generated description
Liu Fang-yu is the wife of Taiwanese politician and president Lai Ching-te and is known for maintaining a relatively low public profile.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Liu Fang-yu Target entity description: Liu Fang-yu is the wife of Taiwanese politician and president Lai Ching-te and is known for maintaining a relatively low public profile.
-
A.
Wu Mei-ju
Wu Mei-ju is a Taiwanese public figure who served as First Lady of the Republic of China (Taiwan), accompanying and supporting the presidency through official and ceremonial duties.
-
B.
Jiang Yi-huah
Jiang Yi-huah is a Taiwanese political scientist and politician who served as Premier of the Republic of China (Taiwan) in the early 2010s.
-
C.
Lien Fang Yu
Lien Fang Yu is a Taiwanese public figure and former television host best known as the wife of prominent Kuomintang politician and former Vice President of Taiwan, Lien Chan.
-
D.
Wang Hui-ling
Wang Hui-ling is a Taiwanese screenwriter best known for co-writing acclaimed films such as "Crouching Tiger, Hidden Dragon" and "Lust, Caution," often collaborating with director Ang Lee.
-
E.
Wang Yu-wen
Wang Yu-wen is a Taiwanese actress best known for her prominent role in the acclaimed film "Eat Drink Man Woman."
- 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_69ca82e613e88190bf8139669bbd0d53 |
completed | March 30, 2026, 2:04 p.m. |
| NER | Named-entity recognition | batch_69cb7f2c06608190bd21633af07a530b |
completed | March 31, 2026, 8 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ce8877499081909d8e3762e9c1ed2f |
completed | April 2, 2026, 3:17 p.m. |
| NEDg | Description generation | batch_69ce8a442b508190bd8319fda51edc4b |
completed | April 2, 2026, 3:24 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ce8afff50c8190b2dd1a7e0a5a130b |
completed | April 2, 2026, 3:28 p.m. |
Created at: March 30, 2026, 5:54 p.m.