Triple
T2353044
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ryan Coogler |
E47490
|
entity |
| Predicate | directorOf |
P537
|
FINISHED |
| Object | Black Panther: Wakanda Forever |
E44704
|
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: Black Panther: Wakanda Forever | Statement: [Ryan Coogler, directorOf, Black Panther: Wakanda Forever]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Black Panther: Wakanda Forever Context triple: [Ryan Coogler, directorOf, Black Panther: Wakanda Forever]
-
A.
Black Panther: Wakanda Forever
chosen
Black Panther: Wakanda Forever is a 2022 Marvel Studios superhero film that continues the story of Wakanda as it grapples with the loss of King T’Challa and faces new global and underwater threats.
-
B.
Black Panther
Black Panther is a 2018 Marvel superhero film centered on T'Challa, the king of the technologically advanced African nation of Wakanda, and a landmark in Black representation in mainstream cinema.
-
C.
Eternals
Eternals is a 2021 Marvel Studios superhero film set in the Marvel Cinematic Universe, following a group of immortal beings who secretly protect Earth from ancient cosmic threats.
-
D.
World of Wakanda
World of Wakanda is a Marvel Comics series set in the Black Panther universe that explores the lives, relationships, and political struggles of Wakandan characters, particularly the Dora Milaje.
-
E.
Avengers: Endgame
Avengers: Endgame is a 2019 Marvel Studios superhero film that serves as the epic culmination of the Marvel Cinematic Universe’s Infinity Saga, featuring an ensemble cast of heroes confronting the aftermath of Thanos’s devastating actions.
- 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_69a88a1b678c8190bce986922ba60ce0 |
completed | March 4, 2026, 7:38 p.m. |
| NER | Named-entity recognition | batch_69abc6fa6ecc8190821c9d5db341cf19 |
completed | March 7, 2026, 6:34 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69aebf2eb7a88190b421df42acbd974b |
completed | March 9, 2026, 12:38 p.m. |
Created at: March 4, 2026, 7:54 p.m.