Triple
T5401454
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Marvel Entertainment |
E120786
|
entity |
| Predicate | hasDivision |
P35
|
FINISHED |
| Object |
Marvel Licensing
Marvel Licensing is the division of Marvel Entertainment responsible for managing and commercializing the company’s intellectual properties through merchandise, partnerships, and brand licensing deals.
|
E517410
|
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 Licensing | Statement: [Marvel Entertainment, hasDivision, Marvel Licensing]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Marvel Licensing Context triple: [Marvel Entertainment, hasDivision, Marvel Licensing]
-
A.
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.
-
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 Music
Marvel Music is a record label and music imprint of Marvel Entertainment that releases soundtracks and scores for Marvel films and related media.
-
D.
Marvel Television
Marvel Television was a division of Marvel Entertainment responsible for developing and producing television series and related content based on Marvel Comics characters and stories.
-
E.
Marvel Knights
Marvel Knights is a Marvel Comics imprint known for publishing darker, more mature, and often creator-driven takes on popular Marvel characters.
- 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 Licensing Triple: [Marvel Entertainment, hasDivision, Marvel Licensing]
Generated description
Marvel Licensing is the division of Marvel Entertainment responsible for managing and commercializing the company’s intellectual properties through merchandise, partnerships, and brand licensing deals.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Marvel Licensing Target entity description: Marvel Licensing is the division of Marvel Entertainment responsible for managing and commercializing the company’s intellectual properties through merchandise, partnerships, and brand licensing deals.
-
A.
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.
-
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 Music
Marvel Music is a record label and music imprint of Marvel Entertainment that releases soundtracks and scores for Marvel films and related media.
-
D.
Marvel Television
Marvel Television was a division of Marvel Entertainment responsible for developing and producing television series and related content based on Marvel Comics characters and stories.
-
E.
Marvel Knights
Marvel Knights is a Marvel Comics imprint known for publishing darker, more mature, and often creator-driven takes on popular Marvel characters.
- 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_69bd46391c0c81909fa484446732b6a3 |
completed | March 20, 2026, 1:06 p.m. |
| NER | Named-entity recognition | batch_69bd8771b25c819080da247bc3164cd9 |
completed | March 20, 2026, 5:44 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bf3383b360819087447e6813c45edf |
completed | March 22, 2026, 12:10 a.m. |
| NEDg | Description generation | batch_69bf33e3b9ac819091cb000a98a505cd |
completed | March 22, 2026, 12:12 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69bf349a746481909a8ba2a854e29449 |
completed | March 22, 2026, 12:15 a.m. |
Created at: March 20, 2026, 2:04 p.m.