Triple
T14878709
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | American Born Chinese |
E349936
|
entity |
| Predicate | starring |
P1507
|
FINISHED |
| Object |
Jimmy Liu
Jimmy Liu is an actor best known for his role in the television adaptation of the graphic novel "American Born Chinese."
|
E1134503
|
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: Jimmy Liu | Statement: [American Born Chinese, starring, Jimmy Liu]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Jimmy Liu Context triple: [American Born Chinese, starring, Jimmy Liu]
-
A.
Daniel Liu
Daniel Liu is an actor known for his role in the independent drama film "Paranoid Park," directed by Gus Van Sant.
-
B.
Roger Yuan
Roger Yuan is an American martial artist, fight choreographer, and actor known for his roles and stunt work in numerous action films.
-
C.
Luke Chia-Liu Yuan
Luke Chia-Liu Yuan was a Chinese-American physicist and engineer known for his work in nuclear physics and for being part of a prominent scientific family that included his wife, experimental physicist Chien-Shiung Wu.
-
D.
Jim Cheung
Jim Cheung is a British comic book artist best known for his detailed, dynamic work on major Marvel titles such as Young Avengers and various large-scale crossover events.
-
E.
Jamie Chen
Jamie Chen is known as the spouse of Steve Chen, the co-founder of YouTube.
- 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: Jimmy Liu Triple: [American Born Chinese, starring, Jimmy Liu]
Generated description
Jimmy Liu is an actor best known for his role in the television adaptation of the graphic novel "American Born Chinese."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Jimmy Liu Target entity description: Jimmy Liu is an actor best known for his role in the television adaptation of the graphic novel "American Born Chinese."
-
A.
Daniel Liu
Daniel Liu is an actor known for his role in the independent drama film "Paranoid Park," directed by Gus Van Sant.
-
B.
Roger Yuan
Roger Yuan is an American martial artist, fight choreographer, and actor known for his roles and stunt work in numerous action films.
-
C.
Luke Chia-Liu Yuan
Luke Chia-Liu Yuan was a Chinese-American physicist and engineer known for his work in nuclear physics and for being part of a prominent scientific family that included his wife, experimental physicist Chien-Shiung Wu.
-
D.
Jim Cheung
Jim Cheung is a British comic book artist best known for his detailed, dynamic work on major Marvel titles such as Young Avengers and various large-scale crossover events.
-
E.
Jamie Chen
Jamie Chen is known as the spouse of Steve Chen, the co-founder of YouTube.
- 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_69d822ee4f408190b6ac3b2fa434f0df |
completed | April 9, 2026, 10:06 p.m. |
| NER | Named-entity recognition | batch_69ded5e622388190b2bf91cd10b9821d |
completed | April 15, 2026, 12:03 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fea5a421e88190a7cd359209ae2818 |
completed | May 9, 2026, 3:10 a.m. |
| NEDg | Description generation | batch_69fea694090c8190a449725dcdd3a37b |
completed | May 9, 2026, 3:14 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69fea76e2ff8819099acea30c49bd5ed |
completed | May 9, 2026, 3:18 a.m. |
Created at: April 10, 2026, 1:55 a.m.