Triple
T21193601
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Su Tseng-chang |
E522269
|
entity |
| Predicate | spouse |
P13
|
FINISHED |
| Object | Chan Hsiu-ling |
—
|
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: Chan Hsiu-ling | Statement: [Su Tseng-chang, spouse, Chan Hsiu-ling]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Chan Hsiu-ling Context triple: [Su Tseng-chang, spouse, Chan Hsiu-ling]
-
A.
Chan Chi-ying
Chan Chi-ying is a cinematographer known for his work on the action-comedy film "Skiptrace."
-
B.
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.
-
C.
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.
-
D.
Teng Yu-hui
Teng Yu-hui is a person notable for bearing the Chinese surname Teng.
-
E.
Yao Chia-wen
Yao Chia-wen is a prominent Taiwanese politician and democracy activist known for his leading role in the island’s opposition movement before democratization.
- 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: Chan Hsiu-ling Target entity description: Chan Hsiu-ling is the wife of Taiwanese politician Su Tseng-chang, a prominent figure in Taiwan’s Democratic Progressive Party and former premier.
-
A.
Chan Chi-ying
Chan Chi-ying is a cinematographer known for his work on the action-comedy film "Skiptrace."
-
B.
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.
-
C.
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.
-
D.
Teng Yu-hui
Teng Yu-hui is a person notable for bearing the Chinese surname Teng.
-
E.
Yao Chia-wen
Yao Chia-wen is a prominent Taiwanese politician and democracy activist known for his leading role in the island’s opposition movement before democratization.
- 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_69e0b51061388190aa03f19700d3ef04 |
completed | April 16, 2026, 10:08 a.m. |
| NER | Named-entity recognition | batch_69e73339aaa081909d9009c58c386422 |
completed | April 21, 2026, 8:20 a.m. |
Created at: April 16, 2026, 3:08 p.m.