Triple
T18205217
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | HuBERT |
E435884
|
entity |
| Predicate | hasAuthor |
P4244
|
FINISHED |
| Object | Yao-Hung Hubert Tsai |
—
|
NE NERFINISHED |
How this triple was built (3 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: Yao-Hung Hubert Tsai | Statement: [HuBERT, hasAuthor, Yao-Hung Hubert Tsai]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Yao-Hung Hubert Tsai Context triple: [HuBERT, hasAuthor, Yao-Hung Hubert Tsai]
-
A.
Albert Tsai
Albert Tsai is an American child actor known for his comedic television roles, including his breakout performance on the sitcom "Trophy Wife."
-
B.
Su Tseng-chang
Su Tseng-chang is a Taiwanese politician and senior member of the Democratic Progressive Party who has served multiple terms as premier and previously chaired the party.
-
C.
Yu Shyi-kun
Yu Shyi-kun is a Taiwanese politician who has served as Premier of the Republic of China and as a prominent leader within the Democratic Progressive Party.
-
D.
Tom Wu
Tom Wu is a British actor and martial artist known for his roles in action and crime films and television series.
-
E.
Wu Po-hsiung
Wu Po-hsiung is a Taiwanese politician who served as chairman of the Kuomintang and held several key government posts, including Minister of the Interior and Mayor of Taipei.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Yao-Hung Hubert Tsai Target entity description: Yao-Hung Hubert Tsai is a computer scientist and researcher known for his work in self-supervised learning and speech representation, including contributions to the HuBERT model.
-
A.
Albert Tsai
Albert Tsai is an American child actor known for his comedic television roles, including his breakout performance on the sitcom "Trophy Wife."
-
B.
Su Tseng-chang
Su Tseng-chang is a Taiwanese politician and senior member of the Democratic Progressive Party who has served multiple terms as premier and previously chaired the party.
-
C.
Yu Shyi-kun
Yu Shyi-kun is a Taiwanese politician who has served as Premier of the Republic of China and as a prominent leader within the Democratic Progressive Party.
-
D.
Tom Wu
Tom Wu is a British actor and martial artist known for his roles in action and crime films and television series.
-
E.
Wu Po-hsiung
Wu Po-hsiung is a Taiwanese politician who served as chairman of the Kuomintang and held several key government posts, including Minister of the Interior and Mayor of Taipei.
- F. None of above. chosen
Provenance (2 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_69d8b90dba6481908e119eb9aa4ca0cb |
completed | April 10, 2026, 8:47 a.m. |
| NER | Named-entity recognition | batch_69e4e222831081908f7d5500424e3acb |
completed | April 19, 2026, 2:09 p.m. |
Created at: April 10, 2026, 10:32 a.m.