Triple
T21193640
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Frank Hsieh |
E522270
|
entity |
| Predicate | spouse |
P13
|
FINISHED |
| Object |
Yu Fang-chi
Yu Fang-chi is a Taiwanese public figure best known as the wife of politician and former Kaohsiung mayor Frank Hsieh.
|
E1477484
|
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: Yu Fang-chi | Statement: [Frank Hsieh, spouse, Yu Fang-chi]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Yu Fang-chi Context triple: [Frank Hsieh, spouse, Yu Fang-chi]
-
A.
Fan Mei-sheng
Fan Mei-sheng is a Hong Kong actor best known for his supporting roles in classic martial arts and action films of the 1970s and 1980s.
-
B.
Chien Yu-hsiu
Chien Yu-hsiu is a Taiwanese badminton player known for competing in international men’s and mixed doubles events.
-
C.
Lin Feng-jiao
Lin Feng-jiao, better known as Joan Lin, is a retired Taiwanese actress famed for her 1970s Chinese-language film roles and as the wife of action star Jackie Chan.
-
D.
Chen Ming-tong
Chen Ming-tong is a Taiwanese politician and academic known for his role in shaping Taiwan’s cross-strait policy and serving as a key official on mainland China affairs.
-
E.
Chen Wen-pei
Chen Wen-pei is best known as the wife of Taiwanese rock musician Wu Bai.
- 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: Yu Fang-chi Triple: [Frank Hsieh, spouse, Yu Fang-chi]
Generated description
Yu Fang-chi is a Taiwanese public figure best known as the wife of politician and former Kaohsiung mayor Frank Hsieh.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Yu Fang-chi Target entity description: Yu Fang-chi is a Taiwanese public figure best known as the wife of politician and former Kaohsiung mayor Frank Hsieh.
-
A.
Fan Mei-sheng
Fan Mei-sheng is a Hong Kong actor best known for his supporting roles in classic martial arts and action films of the 1970s and 1980s.
-
B.
Chien Yu-hsiu
Chien Yu-hsiu is a Taiwanese badminton player known for competing in international men’s and mixed doubles events.
-
C.
Lin Feng-jiao
Lin Feng-jiao, better known as Joan Lin, is a retired Taiwanese actress famed for her 1970s Chinese-language film roles and as the wife of action star Jackie Chan.
-
D.
Chen Ming-tong
Chen Ming-tong is a Taiwanese politician and academic known for his role in shaping Taiwan’s cross-strait policy and serving as a key official on mainland China affairs.
-
E.
Chen Wen-pei
Chen Wen-pei is best known as the wife of Taiwanese rock musician Wu Bai.
- 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_69e0b51061388190aa03f19700d3ef04 |
completed | April 16, 2026, 10:08 a.m. |
| NER | Named-entity recognition | batch_69e73339aaa081909d9009c58c386422 |
completed | April 21, 2026, 8:20 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a099ec2ba8c81909ae6a4fcbcae00d3 |
completed | May 17, 2026, 10:56 a.m. |
| NEDg | Description generation | batch_6a099f592488819098c54b433ce5e67e |
completed | May 17, 2026, 10:58 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a09a033f5108190b8000934050ad55e |
completed | May 17, 2026, 11:02 a.m. |
Created at: April 16, 2026, 3:08 p.m.