Triple
T16840482
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Transformers: Rise of the Beasts |
E409395
|
entity |
| Predicate | stars |
P1956
|
FINISHED |
| Object |
Tobe Nwigwe
Tobe Nwigwe is an American rapper, singer, and actor known for his socially conscious hip-hop and visually distinctive music videos.
|
E1237319
|
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: Tobe Nwigwe | Statement: [Transformers: Rise of the Beasts, stars, Tobe Nwigwe]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Tobe Nwigwe Context triple: [Transformers: Rise of the Beasts, stars, Tobe Nwigwe]
-
A.
Alex Nwora
Alex Nwora is a Nigerian-American basketball coach best known for leading Nigeria’s national team and for his long tenure developing college and international basketball programs.
-
B.
Azuka Ononye
Azuka Ononye is a Nigerian-born British dancer and choreographer known for his work as a backing dancer and creative collaborator with various UK pop artists.
-
C.
Arinzé Kene
Arinzé Kene is a British-Nigerian actor, playwright, and screenwriter known for his acclaimed work on stage and screen, including his one-man play "Misty" and performances in film and television.
-
D.
Michael Obiora
Michael Obiora is a British actor and author best known for his roles in television series such as "Hotel Babylon," "Casualty," and "Grange Hill."
-
E.
O.G. Chijindu
O.G. Chijindu is a professional athlete and television personality best known for her appearances on the reality series "Basketball Wives."
- 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: Tobe Nwigwe Triple: [Transformers: Rise of the Beasts, stars, Tobe Nwigwe]
Generated description
Tobe Nwigwe is an American rapper, singer, and actor known for his socially conscious hip-hop and visually distinctive music videos.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Tobe Nwigwe Target entity description: Tobe Nwigwe is an American rapper, singer, and actor known for his socially conscious hip-hop and visually distinctive music videos.
-
A.
Alex Nwora
Alex Nwora is a Nigerian-American basketball coach best known for leading Nigeria’s national team and for his long tenure developing college and international basketball programs.
-
B.
Azuka Ononye
Azuka Ononye is a Nigerian-born British dancer and choreographer known for his work as a backing dancer and creative collaborator with various UK pop artists.
-
C.
Arinzé Kene
Arinzé Kene is a British-Nigerian actor, playwright, and screenwriter known for his acclaimed work on stage and screen, including his one-man play "Misty" and performances in film and television.
-
D.
Michael Obiora
Michael Obiora is a British actor and author best known for his roles in television series such as "Hotel Babylon," "Casualty," and "Grange Hill."
-
E.
O.G. Chijindu
O.G. Chijindu is a professional athlete and television personality best known for her appearances on the reality series "Basketball Wives."
- 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_69d883952b048190887740a980b712ed |
completed | April 10, 2026, 4:59 a.m. |
| NER | Named-entity recognition | batch_69e3b3508ecc81909c0af299e07f4b31 |
completed | April 18, 2026, 4:37 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a00bb177e288190b525e6d239892d26 |
completed | May 10, 2026, 5:06 p.m. |
| NEDg | Description generation | batch_6a00bcc6c6288190bde0af65e0db94a8 |
completed | May 10, 2026, 5:13 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a00bd47733881908ece05023ad80eeb |
completed | May 10, 2026, 5:15 p.m. |
Created at: April 10, 2026, 5:24 a.m.