Triple
T2039358
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Black Panther: Wakanda Forever |
E44704
|
entity |
| Predicate | portraysCharacter |
P1668
|
FINISHED |
| Object | Winston Duke as M’Baku |
E219085
|
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: Winston Duke as M’Baku | Statement: [Black Panther: Wakanda Forever, portraysCharacter, Winston Duke as M’Baku]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Winston Duke as M’Baku Context triple: [Black Panther: Wakanda Forever, portraysCharacter, Winston Duke as M’Baku]
-
A.
Winston Duke
chosen
Winston Duke is a Tobagonian-American actor best known for his breakout role as M'Baku in the Marvel Cinematic Universe and his performances in films like "Us."
-
B.
T'Chaka
T'Chaka is the former king of Wakanda and Black Panther in Marvel lore, remembered as T'Challa's noble but secretive father whose past decisions shape his son's reign.
-
C.
T'Challa
T'Challa is the Marvel Comics superhero better known as Black Panther, the king and protector of the fictional African nation of Wakanda.
-
D.
Erik Killmonger
Erik Killmonger is a formidable and vengeful Wakandan exile who becomes one of Marvel's most iconic antagonists through his challenge to Black Panther’s rule and ideology.
-
E.
Okoye
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.
- 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.