Triple
T20877304
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Dustin Nguyen |
E514051
|
entity |
| Predicate | spouse |
P13
|
FINISHED |
| Object |
Bebe Pham
Bebe Pham is a Vietnamese model and actress known for her work in fashion and film, as well as for her marriage to actor Dustin Nguyen.
|
E1454683
|
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: Bebe Pham | Statement: [Dustin Nguyen, spouse, Bebe Pham]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Bebe Pham Context triple: [Dustin Nguyen, spouse, Bebe Pham]
-
A.
LeUyen Pham
LeUyen Pham is a Vietnamese-American illustrator and author best known for her work on popular children's books and graphic novels.
-
B.
Barbara Bui
Barbara Bui is a French fashion designer and eponymous luxury label founder known for sleek, rock-chic womenswear and Paris runway collections.
-
C.
Thalia Tran
Thalia Tran is an American actress best known for her voice role in Disney's animated film "Raya and the Last Dragon."
-
D.
Tasya Vos
Tasya Vos is the emotionally detached, body-hopping assassin protagonist of Brandon Cronenberg’s 2020 science fiction horror film "Possessor."
-
E.
Aivi Tran
Aivi Tran is a composer and pianist best known as one half of the music duo Aivi & Surasshu, who created much of the soundtrack for the animated series "Steven Universe."
- 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: Bebe Pham Triple: [Dustin Nguyen, spouse, Bebe Pham]
Generated description
Bebe Pham is a Vietnamese model and actress known for her work in fashion and film, as well as for her marriage to actor Dustin Nguyen.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Bebe Pham Target entity description: Bebe Pham is a Vietnamese model and actress known for her work in fashion and film, as well as for her marriage to actor Dustin Nguyen.
-
A.
LeUyen Pham
LeUyen Pham is a Vietnamese-American illustrator and author best known for her work on popular children's books and graphic novels.
-
B.
Barbara Bui
Barbara Bui is a French fashion designer and eponymous luxury label founder known for sleek, rock-chic womenswear and Paris runway collections.
-
C.
Thalia Tran
Thalia Tran is an American actress best known for her voice role in Disney's animated film "Raya and the Last Dragon."
-
D.
Tasya Vos
Tasya Vos is the emotionally detached, body-hopping assassin protagonist of Brandon Cronenberg’s 2020 science fiction horror film "Possessor."
-
E.
Aivi Tran
Aivi Tran is a composer and pianist best known as one half of the music duo Aivi & Surasshu, who created much of the soundtrack for the animated series "Steven Universe."
- 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_69e0b4f733f081908a401c0b7beb0b9f |
completed | April 16, 2026, 10:07 a.m. |
| NER | Named-entity recognition | batch_69e6c6767ec0819080721e2e75bd0d66 |
completed | April 21, 2026, 12:36 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0913a06c208190963a53d5ac5399c5 |
completed | May 17, 2026, 1:02 a.m. |
| NEDg | Description generation | batch_6a09140b17988190ab1e636b65b0e293 |
completed | May 17, 2026, 1:04 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a09146d53248190a68602a0804afde7 |
completed | May 17, 2026, 1:05 a.m. |
Created at: April 16, 2026, 12:45 p.m.