Triple
T2039356
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Black Panther: Wakanda Forever |
E44704
|
entity |
| Predicate | portraysCharacter |
P1668
|
FINISHED |
| Object |
Dominique Thorne as Riri Williams
Dominique Thorne as Riri Williams is the Marvel Cinematic Universe’s young genius inventor who becomes the armored superhero Ironheart, introduced prominently in Black Panther: Wakanda Forever.
|
E229439
|
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: Dominique Thorne as Riri Williams | Statement: [Black Panther: Wakanda Forever, portraysCharacter, Dominique Thorne as Riri Williams]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Dominique Thorne as Riri Williams Context triple: [Black Panther: Wakanda Forever, portraysCharacter, Dominique Thorne as Riri Williams]
-
A.
Sofia Richie
Sofia Richie is an American model and social media personality known for her fashion work with major brands and her presence in celebrity culture.
-
B.
Alex Scott
Alex Scott was an Australian actor known for his work in film and television, including a role in the controversial 1992 drama "Romper Stomper."
-
C.
Azadia Newman
Azadia Newman was the wife of Armenian-American film and theater director Rouben Mamoulian.
-
D.
Gemma Jones
Gemma Jones is an English actress known for her work in film, television, and theatre, including prominent roles in period dramas and popular franchises like the Bridget Jones series and the Harry Potter films.
-
E.
Callie Rivers
Callie Rivers is a former American professional volleyball player and the daughter of longtime NBA coach Doc Rivers.
- 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: Dominique Thorne as Riri Williams Triple: [Black Panther: Wakanda Forever, portraysCharacter, Dominique Thorne as Riri Williams]
Generated description
Dominique Thorne as Riri Williams is the Marvel Cinematic Universe’s young genius inventor who becomes the armored superhero Ironheart, introduced prominently in Black Panther: Wakanda Forever.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Dominique Thorne as Riri Williams Target entity description: Dominique Thorne as Riri Williams is the Marvel Cinematic Universe’s young genius inventor who becomes the armored superhero Ironheart, introduced prominently in Black Panther: Wakanda Forever.
-
A.
Sofia Richie
Sofia Richie is an American model and social media personality known for her fashion work with major brands and her presence in celebrity culture.
-
B.
Alex Scott
Alex Scott was an Australian actor known for his work in film and television, including a role in the controversial 1992 drama "Romper Stomper."
-
C.
Azadia Newman
Azadia Newman was the wife of Armenian-American film and theater director Rouben Mamoulian.
-
D.
Gemma Jones
Gemma Jones is an English actress known for her work in film, television, and theatre, including prominent roles in period dramas and popular franchises like the Bridget Jones series and the Harry Potter films.
-
E.
Callie Rivers
Callie Rivers is a former American professional volleyball player and the daughter of longtime NBA coach Doc Rivers.
- 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_69a889159ec481908f9e4472d9f480c7 |
completed | March 4, 2026, 7:33 p.m. |
| NER | Named-entity recognition | batch_69abb951870481909dbdd8fc8b0c02fe |
completed | March 7, 2026, 5:36 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ae1ff92928819093f42f0fe4a935b3 |
completed | March 9, 2026, 1:18 a.m. |
| NEDg | Description generation | batch_69ae20efd4dc8190addf69c80a33d247 |
completed | March 9, 2026, 1:22 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ae21b4ce248190bbd7542592db0ec4 |
completed | March 9, 2026, 1:26 a.m. |
Created at: March 4, 2026, 7:39 p.m.