Triple
T15833145
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Minister of the Mainland Affairs Council |
E383920
|
entity |
| Predicate | officeHoldersInclude |
P537
|
FINISHED |
| Object |
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.
|
E1185748
|
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: Chiu Chui-cheng | Statement: [Minister of the Mainland Affairs Council, officeHoldersInclude, Chiu Chui-cheng]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Chiu Chui-cheng Context triple: [Minister of the Mainland Affairs Council, officeHoldersInclude, Chiu Chui-cheng]
-
A.
Chao Tze-chi
Chao Tze-chi is an individual whose family name is Chao, likely of Chinese or Taiwanese origin.
-
B.
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.
-
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.
Chang Chun-hsiung
Chang Chun-hsiung is a Taiwanese politician and lawyer who twice served as premier and was a prominent member of the Democratic Progressive Party.
-
E.
Yen Chia-kan
Yen Chia-kan was a Taiwanese politician who served as President of the Republic of China in the 1970s, overseeing a period of political transition following Chiang Kai-shek's death.
- 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: Chiu Chui-cheng Triple: [Minister of the Mainland Affairs Council, officeHoldersInclude, Chiu Chui-cheng]
Generated description
Chiu Chui-cheng is a Taiwanese politician who has served in senior roles related to cross-strait relations and policy toward mainland China.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Chiu Chui-cheng Target entity description: Chiu Chui-cheng is a Taiwanese politician who has served in senior roles related to cross-strait relations and policy toward mainland China.
-
A.
Chao Tze-chi
Chao Tze-chi is an individual whose family name is Chao, likely of Chinese or Taiwanese origin.
-
B.
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.
-
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.
Chang Chun-hsiung
Chang Chun-hsiung is a Taiwanese politician and lawyer who twice served as premier and was a prominent member of the Democratic Progressive Party.
-
E.
Yen Chia-kan
Yen Chia-kan was a Taiwanese politician who served as President of the Republic of China in the 1970s, overseeing a period of political transition following Chiang Kai-shek's death.
- 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_69d86da34c888190976e06c4019d415a |
completed | April 10, 2026, 3:25 a.m. |
| NER | Named-entity recognition | batch_69e11e653e388190a4696cdb22546715 |
completed | April 16, 2026, 5:37 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ffbe69332c81909aa57e64de163cbe |
completed | May 9, 2026, 11:08 p.m. |
| NEDg | Description generation | batch_69ffbf3e80b08190899262a9d03c0e93 |
completed | May 9, 2026, 11:11 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ffbfc0d1548190b7d2e9e10e837f0b |
completed | May 9, 2026, 11:14 p.m. |
Created at: April 10, 2026, 4:49 a.m.