Triple
T20967940
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Chen Shui-bian |
E516418
|
entity |
| Predicate | precededBy (Mayor of Taipei) |
P79427
|
FINISHED |
| Object |
Huang Ta-chou
Huang Ta-chou is a Taiwanese politician who served as Mayor of Taipei before Chen Shui-bian and was a prominent member of the Kuomintang.
|
E1460426
|
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: Huang Ta-chou | Statement: [Chen Shui-bian, precededBy (Mayor of Taipei), Huang Ta-chou]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Huang Ta-chou Context triple: [Chen Shui-bian, precededBy (Mayor of Taipei), Huang Ta-chou]
-
A.
Yuan Tseh
Yuan Tseh is a Taiwanese chemist and Nobel laureate renowned for his pioneering work in chemical reaction dynamics.
-
B.
Wu Ta-You
Wu Ta-You was a prominent Chinese theoretical physicist often regarded as the father of modern Chinese physics.
-
C.
Chow Po-chung
Chow Po-chung is a Hong Kong political theorist and academic known for his work on civic education, liberalism, and public policy.
-
D.
Chiang Sheng
Chiang Sheng was a Taiwanese martial arts actor best known as a member of the Venom Mob in classic Shaw Brothers kung fu films.
-
E.
Chiu Sheng
Chiu Sheng is a bumbling yet brave Taoist disciple and vampire hunter featured as one of the main comedic characters in the Hong Kong horror-comedy film "Mr. Vampire."
- 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: Huang Ta-chou Triple: [Chen Shui-bian, precededBy (Mayor of Taipei), Huang Ta-chou]
Generated description
Huang Ta-chou is a Taiwanese politician who served as Mayor of Taipei before Chen Shui-bian and was a prominent member of the Kuomintang.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Huang Ta-chou Target entity description: Huang Ta-chou is a Taiwanese politician who served as Mayor of Taipei before Chen Shui-bian and was a prominent member of the Kuomintang.
-
A.
Yuan Tseh
Yuan Tseh is a Taiwanese chemist and Nobel laureate renowned for his pioneering work in chemical reaction dynamics.
-
B.
Wu Ta-You
Wu Ta-You was a prominent Chinese theoretical physicist often regarded as the father of modern Chinese physics.
-
C.
Chow Po-chung
Chow Po-chung is a Hong Kong political theorist and academic known for his work on civic education, liberalism, and public policy.
-
D.
Chiang Sheng
Chiang Sheng was a Taiwanese martial arts actor best known as a member of the Venom Mob in classic Shaw Brothers kung fu films.
-
E.
Chiu Sheng
Chiu Sheng is a bumbling yet brave Taoist disciple and vampire hunter featured as one of the main comedic characters in the Hong Kong horror-comedy film "Mr. Vampire."
- 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_69e0b4fde6c48190af1398e7e734629e |
completed | April 16, 2026, 10:07 a.m. |
| NER | Named-entity recognition | batch_69e6fb9d6b548190af7214ad2468cfbf |
completed | April 21, 2026, 4:22 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a092fb160808190b5a0d73d06acdc9d |
completed | May 17, 2026, 3:02 a.m. |
| NEDg | Description generation | batch_6a09307425648190bd3e2a705415d926 |
completed | May 17, 2026, 3:05 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a09311fe608819095e91aebaa0d62e8 |
completed | May 17, 2026, 3:08 a.m. |
Created at: April 16, 2026, 1:39 p.m.