Triple
T2039319
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Black Panther: Wakanda Forever |
E44704
|
entity |
| Predicate | partOf |
P40
|
FINISHED |
| Object |
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.
|
E229434
|
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: Marvel Cinematic Universe Phase Four | Statement: [Black Panther: Wakanda Forever, partOf, Marvel Cinematic Universe Phase Four]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Marvel Cinematic Universe Phase Four Context triple: [Black Panther: Wakanda Forever, partOf, Marvel Cinematic Universe Phase Four]
-
A.
Marvel Cinematic Universe Phase Three
Marvel Cinematic Universe Phase Three is the third major slate of interconnected superhero films in the MCU, culminating in the Thanos saga and reshaping the franchise’s overarching storyline.
-
B.
Marvel Cinematic Universe Phase Two
Marvel Cinematic Universe Phase Two is the second slate of interconnected superhero films produced by Marvel Studios, expanding the shared universe’s scope, characters, and overarching narrative following its initial phase.
-
C.
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.
-
D.
Phase One of the Marvel Cinematic Universe
Phase One of the Marvel Cinematic Universe is the initial slate of interconnected superhero films produced by Marvel Studios that introduced core characters and storylines leading up to the first Avengers team-up.
-
E.
Infinity Saga
The Infinity Saga is the overarching first three-phase storyline of the Marvel Cinematic Universe, chronicling the rise of its superheroes and their ultimate confrontation with Thanos over the powerful Infinity Stones.
- 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: Marvel Cinematic Universe Phase Four Triple: [Black Panther: Wakanda Forever, partOf, Marvel Cinematic Universe Phase Four]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Marvel Cinematic Universe Phase Four Target entity description: 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.
-
A.
Marvel Cinematic Universe Phase Three
Marvel Cinematic Universe Phase Three is the third major slate of interconnected superhero films in the MCU, culminating in the Thanos saga and reshaping the franchise’s overarching storyline.
-
B.
Marvel Cinematic Universe Phase Two
Marvel Cinematic Universe Phase Two is the second slate of interconnected superhero films produced by Marvel Studios, expanding the shared universe’s scope, characters, and overarching narrative following its initial phase.
-
C.
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.
-
D.
Phase One of the Marvel Cinematic Universe
Phase One of the Marvel Cinematic Universe is the initial slate of interconnected superhero films produced by Marvel Studios that introduced core characters and storylines leading up to the first Avengers team-up.
-
E.
Infinity Saga
The Infinity Saga is the overarching first three-phase storyline of the Marvel Cinematic Universe, chronicling the rise of its superheroes and their ultimate confrontation with Thanos over the powerful Infinity Stones.
- 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.