Triple
T2492492
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | World of Wakanda |
E52075
|
entity |
| Predicate | universe |
P4832
|
FINISHED |
| Object |
Black Panther universe
The Black Panther universe is the fictional Marvel setting centered on the technologically advanced African nation of Wakanda, its royal lineage, and the superhero Black Panther.
|
E273440
|
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: Black Panther universe | Statement: [World of Wakanda, universe, Black Panther universe]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Black Panther universe Context triple: [World of Wakanda, universe, Black Panther universe]
-
A.
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.
-
B.
Marvel Cinematic Universe
The Marvel Cinematic Universe is a massively popular interconnected film and television franchise based on Marvel Comics characters, known for its shared continuity, blockbuster superhero movies, and expansive world-building.
-
C.
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.
-
D.
Black Panther (Marvel Comics series)
Black Panther (Marvel Comics series) is a Marvel comic book run that follows T’Challa, king and protector of the technologically advanced African nation of Wakanda, blending superhero action with political and social commentary.
-
E.
Marvel Cinematic Universe Phase Four
Marvel Cinematic Universe Phase Four is the post-Infinity Saga slate of interconnected Marvel Studios films and Disney+ series that expands the franchise into new characters, multiverse storylines, and legacy sequels.
- 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: Black Panther universe Triple: [World of Wakanda, universe, Black Panther universe]
Generated description
The Black Panther universe is the fictional Marvel setting centered on the technologically advanced African nation of Wakanda, its royal lineage, and the superhero Black Panther.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Black Panther universe Target entity description: The Black Panther universe is the fictional Marvel setting centered on the technologically advanced African nation of Wakanda, its royal lineage, and the superhero Black Panther.
-
A.
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.
-
B.
Marvel Cinematic Universe
The Marvel Cinematic Universe is a massively popular interconnected film and television franchise based on Marvel Comics characters, known for its shared continuity, blockbuster superhero movies, and expansive world-building.
-
C.
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.
-
D.
Black Panther (Marvel Comics series)
Black Panther (Marvel Comics series) is a Marvel comic book run that follows T’Challa, king and protector of the technologically advanced African nation of Wakanda, blending superhero action with political and social commentary.
-
E.
Marvel Cinematic Universe Phase Four
Marvel Cinematic Universe Phase Four is the post-Infinity Saga slate of interconnected Marvel Studios films and Disney+ series that expands the franchise into new characters, multiverse storylines, and legacy sequels.
- 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_69ab4955111c8190835bf619adec21ff |
completed | March 6, 2026, 9:38 p.m. |
| NER | Named-entity recognition | batch_69abd192cad08190b13bf8e2d7149199 |
completed | March 7, 2026, 7:19 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69af1f93a29081908de1107bf0f96647 |
completed | March 9, 2026, 7:29 p.m. |
| NEDg | Description generation | batch_69af213dd1dc8190ae05fd58b9a4487b |
completed | March 9, 2026, 7:36 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69af220603308190904e2e28ecb3ad09 |
completed | March 9, 2026, 7:39 p.m. |
Created at: March 6, 2026, 9:45 p.m.