Triple
T19906552
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Chien |
E478432
|
entity |
| Predicate | hasNotableBearer |
P458
|
FINISHED |
| Object |
Chien Wen-hsiung
Chien Wen-hsiung is a Taiwanese engineer and academic known for his contributions to electrical engineering and higher education in Taiwan.
|
E1415652
|
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: Chien Wen-hsiung | Statement: [Chien, hasNotableBearer, Chien Wen-hsiung]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Chien Wen-hsiung Context triple: [Chien, hasNotableBearer, Chien Wen-hsiung]
-
A.
Chien Chih-cheng
Chien Chih-cheng was a Taiwanese veterinarian whose controversial death drew significant public attention to animal welfare and euthanasia practices in Taiwan.
-
B.
Chien Yi-hsiung
Chien Yi-hsiung is a notable individual bearing the surname Chien, recognized for his contributions in his respective professional field.
-
C.
Chien Chung-jen
Chien Chung-jen is a notable individual who bears the Chinese surname Chien and is recognized for contributions associated with that family name.
-
D.
Chien Wei-chang
Chien Wei-chang is a Taiwanese physicist and academic known for his contributions to theoretical physics and higher education in Taiwan.
-
E.
Weng Wen-hao
Weng Wen-hao was a Chinese geologist and politician who briefly served as premier of the Republic of China during the late stages of the Chinese Civil War.
- 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: Chien Wen-hsiung Triple: [Chien, hasNotableBearer, Chien Wen-hsiung]
Generated description
Chien Wen-hsiung is a Taiwanese engineer and academic known for his contributions to electrical engineering and higher education in Taiwan.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Chien Wen-hsiung Target entity description: Chien Wen-hsiung is a Taiwanese engineer and academic known for his contributions to electrical engineering and higher education in Taiwan.
-
A.
Chien Chih-cheng
Chien Chih-cheng was a Taiwanese veterinarian whose controversial death drew significant public attention to animal welfare and euthanasia practices in Taiwan.
-
B.
Chien Yi-hsiung
Chien Yi-hsiung is a notable individual bearing the surname Chien, recognized for his contributions in his respective professional field.
-
C.
Chien Chung-jen
Chien Chung-jen is a notable individual who bears the Chinese surname Chien and is recognized for contributions associated with that family name.
-
D.
Chien Wei-chang
Chien Wei-chang is a Taiwanese physicist and academic known for his contributions to theoretical physics and higher education in Taiwan.
-
E.
Weng Wen-hao
Weng Wen-hao was a Chinese geologist and politician who briefly served as premier of the Republic of China during the late stages of the Chinese Civil War.
- 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_69d8e520682081909892916424699bd5 |
completed | April 10, 2026, 11:55 a.m. |
| NER | Named-entity recognition | batch_69e65946916881909c3f52208c07aa64 |
completed | April 20, 2026, 4:50 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a083c616a748190a5cdc8c493c10b8e |
completed | May 16, 2026, 9:44 a.m. |
| NEDg | Description generation | batch_6a083d416d9081909c446f46984e11c1 |
completed | May 16, 2026, 9:47 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a083df6a4f88190be94dd716911c806 |
completed | May 16, 2026, 9:50 a.m. |
Created at: April 10, 2026, 1:52 p.m.