Triple
T2039355
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Black Panther: Wakanda Forever |
E44704
|
entity |
| Predicate | portraysCharacter |
P1668
|
FINISHED |
| Object | Danai Gurira as Okoye |
E199169
|
NE FINISHED |
How this triple was built (2 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: Danai Gurira as Okoye | Statement: [Black Panther: Wakanda Forever, portraysCharacter, Danai Gurira as Okoye]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Danai Gurira as Okoye Context triple: [Black Panther: Wakanda Forever, portraysCharacter, Danai Gurira as Okoye]
-
A.
Okoye
chosen
Okoye is the fiercely loyal and highly skilled Wakandan warrior who leads the Dora Milaje and serves as one of Black Panther’s closest allies in the Marvel Cinematic Universe.
-
B.
Danai Gurira
Danai Gurira is a Zimbabwean-American actress and playwright best known for her role as Michonne on the television series "The Walking Dead" and as Okoye in Marvel's "Black Panther" films.
-
C.
Dora Milaje
The Dora Milaje are an elite all-female special forces unit and royal guard of Wakanda who serve as the personal protectors of the Black Panther in Marvel Comics and related media.
-
D.
Mara Wilson
Mara Wilson is an American former child actress and writer best known for her roles in films like "Matilda," "Mrs. Doubtfire," and "Miracle on 34th Street."
-
E.
Shuri
Shuri is a historic town on Okinawa Island best known as the former royal capital of the Ryukyu Kingdom and the site of Shuri Castle.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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. |
Created at: March 4, 2026, 7:39 p.m.