Triple
T19906542
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Chien |
E478432
|
entity |
| Predicate | hasNotableBearer |
P458
|
FINISHED |
| Object |
Chien Wei-chang
Chien Wei-chang is a Taiwanese physicist and academic known for his contributions to theoretical physics and higher education in Taiwan.
|
E1400815
|
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 Wei-chang | Statement: [Chien, hasNotableBearer, Chien Wei-chang]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Chien Wei-chang Context triple: [Chien, hasNotableBearer, Chien Wei-chang]
-
A.
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.
-
B.
Chiu Chui-cheng
Chiu Chui-cheng is a Taiwanese politician who has served in senior roles related to cross-strait relations and policy toward mainland China.
-
C.
Chiang Hsiao-wen
Chiang Hsiao-wen was the eldest son of former Republic of China President Chiang Ching-kuo and a member of Taiwan’s influential Chiang political family.
-
D.
Huang Chih-ming
Huang Chih-ming is a Taiwanese film producer best known for his work on the historical epic "Seediq Bale."
-
E.
Chang King-yuh
Chang King-yuh is a Taiwanese politician and academic best known for serving as a key architect of Taipei’s cross-strait policy toward mainland China in the 1990s.
- 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 Wei-chang Triple: [Chien, hasNotableBearer, Chien Wei-chang]
Generated description
Chien Wei-chang is a Taiwanese physicist and academic known for his contributions to theoretical physics and higher education in Taiwan.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Chien Wei-chang Target entity description: Chien Wei-chang is a Taiwanese physicist and academic known for his contributions to theoretical physics and higher education in Taiwan.
-
A.
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.
-
B.
Chiu Chui-cheng
Chiu Chui-cheng is a Taiwanese politician who has served in senior roles related to cross-strait relations and policy toward mainland China.
-
C.
Chiang Hsiao-wen
Chiang Hsiao-wen was the eldest son of former Republic of China President Chiang Ching-kuo and a member of Taiwan’s influential Chiang political family.
-
D.
Huang Chih-ming
Huang Chih-ming is a Taiwanese film producer best known for his work on the historical epic "Seediq Bale."
-
E.
Chang King-yuh
Chang King-yuh is a Taiwanese politician and academic best known for serving as a key architect of Taipei’s cross-strait policy toward mainland China in the 1990s.
- 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_6a07ea494af08190ac8c43797bff5012 |
completed | May 16, 2026, 3:53 a.m. |
| NEDg | Description generation | batch_6a07ee6d8ef481908987eef826425806 |
completed | May 16, 2026, 4:11 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a07eec5b4788190b697a0b7382b5c2b |
completed | May 16, 2026, 4:12 a.m. |
Created at: April 10, 2026, 1:52 p.m.