Triple
T15803465
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Chao |
E383151
|
entity |
| Predicate | isSurnameOf |
P37098
|
FINISHED |
| Object |
Chao Tze-chi
Chao Tze-chi is an individual whose family name is Chao, likely of Chinese or Taiwanese origin.
|
E1184221
|
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: Chao Tze-chi | Statement: [Chao, isSurnameOf, Chao Tze-chi]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Chao Tze-chi Context triple: [Chao, isSurnameOf, Chao Tze-chi]
-
A.
Tsai Chao-chu
Tsai Chao-chu is the wife of Taiwanese chemist and Nobel laureate Yuan T. Lee.
-
B.
Lin Ching-tai
Lin Ching-tai is an actor best known for his role in the Taiwanese historical epic film "Seediq Bale," which depicts the indigenous Seediq people's resistance against Japanese rule.
-
C.
Chiang Hsiao-yung
Chiang Hsiao-yung was a member of Taiwan’s influential Chiang family and a son of former President Chiang Ching-kuo.
-
D.
Liu Chao-shiuan
Liu Chao-shiuan is a Taiwanese politician and academic who served as Premier of the Republic of China (Taiwan) and previously held key ministerial and leadership roles in government and higher education.
-
E.
Chen Chien-jen
Chen Chien-jen is a Taiwanese epidemiologist and politician who has served in top leadership roles in Taiwan’s government, including as vice president and later as premier.
- 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: Chao Tze-chi Triple: [Chao, isSurnameOf, Chao Tze-chi]
Generated description
Chao Tze-chi is an individual whose family name is Chao, likely of Chinese or Taiwanese origin.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Chao Tze-chi Target entity description: Chao Tze-chi is an individual whose family name is Chao, likely of Chinese or Taiwanese origin.
-
A.
Tsai Chao-chu
Tsai Chao-chu is the wife of Taiwanese chemist and Nobel laureate Yuan T. Lee.
-
B.
Lin Ching-tai
Lin Ching-tai is an actor best known for his role in the Taiwanese historical epic film "Seediq Bale," which depicts the indigenous Seediq people's resistance against Japanese rule.
-
C.
Chiang Hsiao-yung
Chiang Hsiao-yung was a member of Taiwan’s influential Chiang family and a son of former President Chiang Ching-kuo.
-
D.
Liu Chao-shiuan
Liu Chao-shiuan is a Taiwanese politician and academic who served as Premier of the Republic of China (Taiwan) and previously held key ministerial and leadership roles in government and higher education.
-
E.
Chen Chien-jen
Chen Chien-jen is a Taiwanese epidemiologist and politician who has served in top leadership roles in Taiwan’s government, including as vice president and later as premier.
- 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_69d86da2858c819090cc8481e7207b6e |
completed | April 10, 2026, 3:25 a.m. |
| NER | Named-entity recognition | batch_69e0b524835c8190ae286b2562f07756 |
completed | April 16, 2026, 10:08 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ffb5997a988190b7965e42d283459a |
completed | May 9, 2026, 10:30 p.m. |
| NEDg | Description generation | batch_69ffb6b4dbb0819096920cbbd6e655e3 |
completed | May 9, 2026, 10:35 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ffb72972b48190ac0d4ae8fb7a1a04 |
completed | May 9, 2026, 10:37 p.m. |
Created at: April 10, 2026, 4:48 a.m.