Triple
T2547520
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Marvel Comics |
E57939
|
entity |
| Predicate | publisherOf |
P1760
|
FINISHED |
| Object |
Inhumans
Inhumans are a race of superpowered beings in the Marvel Universe, often associated with the hidden city of Attilan and characters like Black Bolt and Medusa.
|
E277305
|
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: Inhumans | Statement: [Marvel Comics, publisherOf, Inhumans]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Inhumans Context triple: [Marvel Comics, publisherOf, Inhumans]
-
A.
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.
-
B.
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.
-
C.
Ms. Marvel
Ms. Marvel is a critically acclaimed Marvel Comics series, best known for introducing teenage Pakistani-American superhero Kamala Khan and for its groundbreaking representation and storytelling.
-
D.
Inhumans vol. 2 #5
Inhumans vol. 2 #5 is a Marvel Comics issue notable for introducing Yelena Belova, who becomes the second Black Widow in the Marvel Universe.
-
E.
X-Men: Apocalypse
X-Men: Apocalypse is a 2016 superhero film in the X-Men franchise that follows the mutant team as they battle the ancient and powerful mutant Apocalypse.
- 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: Inhumans Triple: [Marvel Comics, publisherOf, Inhumans]
Generated description
Inhumans are a race of superpowered beings in the Marvel Universe, often associated with the hidden city of Attilan and characters like Black Bolt and Medusa.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Inhumans Target entity description: Inhumans are a race of superpowered beings in the Marvel Universe, often associated with the hidden city of Attilan and characters like Black Bolt and Medusa.
-
A.
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.
-
B.
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.
-
C.
Ms. Marvel
Ms. Marvel is a critically acclaimed Marvel Comics series, best known for introducing teenage Pakistani-American superhero Kamala Khan and for its groundbreaking representation and storytelling.
-
D.
Inhumans vol. 2 #5
Inhumans vol. 2 #5 is a Marvel Comics issue notable for introducing Yelena Belova, who becomes the second Black Widow in the Marvel Universe.
-
E.
X-Men: Apocalypse
X-Men: Apocalypse is a 2016 superhero film in the X-Men franchise that follows the mutant team as they battle the ancient and powerful mutant Apocalypse.
- 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_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_69af5d0e6e188190be190965cc02838e |
completed | March 9, 2026, 11:51 p.m. |
| NEDg | Description generation | batch_69af5d9dcf608190b580beb10619ab86 |
completed | March 9, 2026, 11:54 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69af5e781360819080b4b96942beb17d |
completed | March 9, 2026, 11:57 p.m. |
Created at: March 6, 2026, 9:47 p.m.