Triple
T20525141
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Marvel Multiverse |
E503915
|
entity |
| Predicate | usedIn |
P98
|
FINISHED |
| Object |
Marvel novels
Marvel novels are prose fiction books set in the Marvel Universe (and its wider multiverse), expanding the stories of its superheroes, villains, and worlds beyond the comic books and films.
|
E1435974
|
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 novels | Statement: [Marvel Multiverse, usedIn, Marvel novels]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Marvel novels Context triple: [Marvel Multiverse, usedIn, Marvel novels]
-
A.
Marvels
Marvels is a critically acclaimed comic book miniseries that reexamines key events in the Marvel Universe through the eyes of ordinary people, renowned for its realistic painted artwork by Alex Ross.
-
B.
Marvel MAX
Marvel MAX is an adults-only imprint of Marvel Comics created to publish more mature, explicit, and uncensored stories outside the constraints of the main Marvel Universe.
-
C.
The Shadow novels
The Shadow novels are a series of pulp crime and adventure stories that expanded the exploits of the mysterious vigilante character The Shadow, popularizing him in early 20th-century popular culture.
-
D.
Star Wars novels
Star Wars novels are a collection of officially licensed books that expand the stories, characters, and universe of the Star Wars franchise beyond the films.
-
E.
Marvel New Media
Marvel New Media is Marvel Entertainment’s digital content and production arm, creating online video, podcasts, and other multimedia focused on Marvel characters and stories.
- 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 novels Triple: [Marvel Multiverse, usedIn, Marvel novels]
Generated description
Marvel novels are prose fiction books set in the Marvel Universe (and its wider multiverse), expanding the stories of its superheroes, villains, and worlds beyond the comic books and films.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Marvel novels Target entity description: Marvel novels are prose fiction books set in the Marvel Universe (and its wider multiverse), expanding the stories of its superheroes, villains, and worlds beyond the comic books and films.
-
A.
Marvels
Marvels is a critically acclaimed comic book miniseries that reexamines key events in the Marvel Universe through the eyes of ordinary people, renowned for its realistic painted artwork by Alex Ross.
-
B.
Marvel MAX
Marvel MAX is an adults-only imprint of Marvel Comics created to publish more mature, explicit, and uncensored stories outside the constraints of the main Marvel Universe.
-
C.
The Shadow novels
The Shadow novels are a series of pulp crime and adventure stories that expanded the exploits of the mysterious vigilante character The Shadow, popularizing him in early 20th-century popular culture.
-
D.
Star Wars novels
Star Wars novels are a collection of officially licensed books that expand the stories, characters, and universe of the Star Wars franchise beyond the films.
-
E.
Marvel New Media
Marvel New Media is Marvel Entertainment’s digital content and production arm, creating online video, podcasts, and other multimedia focused on Marvel characters and stories.
- 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_69e0b4b3a6e08190ae663701f50fab8e |
completed | April 16, 2026, 10:06 a.m. |
| NER | Named-entity recognition | batch_69e6a06504b48190b3f1defdc23a47d5 |
completed | April 20, 2026, 9:53 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a089d43c6588190a4be58521ca67698 |
completed | May 16, 2026, 4:37 p.m. |
| NEDg | Description generation | batch_6a089e00cde081908dca3893f03e3398 |
completed | May 16, 2026, 4:40 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a089e8a05488190b3470f4ffb5927ce |
completed | May 16, 2026, 4:42 p.m. |
Created at: April 16, 2026, 11:37 a.m.