Triple
T2547502
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Marvel Comics |
E57939
|
entity |
| Predicate | universe |
P4832
|
FINISHED |
| Object |
Marvel Universe
The Marvel Universe is a vast fictional shared setting featuring interconnected stories of superheroes, villains, and cosmic entities published by Marvel Comics.
|
E57939
|
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 Universe | Statement: [Marvel Comics, universe, Marvel Universe]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Marvel Universe Context triple: [Marvel Comics, universe, Marvel Universe]
-
A.
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.
-
B.
Marvel Comics
Marvel Comics is a major American comic book publisher best known for creating the Marvel Universe, home to iconic superheroes such as Spider-Man, Iron Man, the X-Men, and Captain America.
-
C.
Marvel Studios
Marvel Studios is a major American film and television production company best known for creating the Marvel Cinematic Universe of interconnected superhero movies and series.
-
D.
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.
-
E.
Marvel Entertainment
Marvel Entertainment is a major American entertainment company best known for its vast library of superhero characters and stories, including Spider-Man, the Avengers, and the X-Men, which span comics, films, television, and merchandise.
- 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 Universe Triple: [Marvel Comics, universe, Marvel Universe]
Generated description
The Marvel Universe is a vast fictional shared setting featuring interconnected stories of superheroes, villains, and cosmic entities published by Marvel Comics.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Marvel Universe Target entity description: The Marvel Universe is a vast fictional shared setting featuring interconnected stories of superheroes, villains, and cosmic entities published by Marvel Comics.
-
A.
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.
-
B.
Marvel Comics
chosen
Marvel Comics is a major American comic book publisher best known for creating the Marvel Universe, home to iconic superheroes such as Spider-Man, Iron Man, the X-Men, and Captain America.
-
C.
Marvel Studios
Marvel Studios is a major American film and television production company best known for creating the Marvel Cinematic Universe of interconnected superhero movies and series.
-
D.
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.
-
E.
Marvel Entertainment
Marvel Entertainment is a major American entertainment company best known for its vast library of superhero characters and stories, including Spider-Man, the Avengers, and the X-Men, which span comics, films, television, and merchandise.
- F. None of above.
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_69ab4a5212d88190b989ce129f2ad87f |
completed | March 6, 2026, 9:42 p.m. |
| NER | Named-entity recognition | batch_69abd2e672948190bb7fe9b47535a172 |
completed | March 7, 2026, 7:25 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69af839ead648190a8781299da30969b |
completed | March 10, 2026, 2:36 a.m. |
| NEDg | Description generation | batch_69af8421dae081909fd8c7ac37cd96f3 |
completed | March 10, 2026, 2:38 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69af8487bcac819085b6f5827a48696a |
completed | March 10, 2026, 2:40 a.m. |
Created at: March 6, 2026, 9:47 p.m.