Triple
T21435771
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Gordon Liu |
E528804
|
entity |
| Predicate | alsoKnownAs |
P39
|
FINISHED |
| Object |
Liu Chia-hui
Liu Chia-hui is a Hong Kong martial arts film actor best known internationally as Gordon Liu, famed for his roles in classic Shaw Brothers kung fu movies and Quentin Tarantino's Kill Bill series.
|
E1488225
|
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: Liu Chia-hui | Statement: [Gordon Liu, alsoKnownAs, Liu Chia-hui]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Liu Chia-hui Context triple: [Gordon Liu, alsoKnownAs, Liu Chia-hui]
-
A.
Chien Yu-hsiu
Chien Yu-hsiu is a Taiwanese badminton player known for competing in international men’s and mixed doubles events.
-
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.
Teng Yu-hua
Teng Yu-hua is a person notable for bearing the Chinese surname Teng.
-
D.
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.
-
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: Liu Chia-hui Triple: [Gordon Liu, alsoKnownAs, Liu Chia-hui]
Generated description
Liu Chia-hui is a Hong Kong martial arts film actor best known internationally as Gordon Liu, famed for his roles in classic Shaw Brothers kung fu movies and Quentin Tarantino's Kill Bill series.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Liu Chia-hui Target entity description: Liu Chia-hui is a Hong Kong martial arts film actor best known internationally as Gordon Liu, famed for his roles in classic Shaw Brothers kung fu movies and Quentin Tarantino's Kill Bill series.
-
A.
Chien Yu-hsiu
Chien Yu-hsiu is a Taiwanese badminton player known for competing in international men’s and mixed doubles events.
-
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.
Teng Yu-hua
Teng Yu-hua is a person notable for bearing the Chinese surname Teng.
-
D.
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.
-
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_69e0c4569fa081908101baa24f8745db |
completed | April 16, 2026, 11:13 a.m. |
| NER | Named-entity recognition | batch_69e8b5373994819088fbd82f31c3b0c8 |
completed | April 22, 2026, 11:47 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a09e127cc248190a70371825d1cc30b |
completed | May 17, 2026, 3:39 p.m. |
| NEDg | Description generation | batch_6a09e2b25c548190a0814199aa9b56eb |
completed | May 17, 2026, 3:45 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a09e312f2dc81908e2efdd03f653316 |
completed | May 17, 2026, 3:47 p.m. |
Created at: April 16, 2026, 6:02 p.m.