Triple
T8986467
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Joe Russo |
E214677
|
entity |
| Predicate | directedForStudio |
P6107
|
FINISHED |
| Object | Marvel Studios |
E32165
|
NE FINISHED |
How this triple was built (3 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 Studios | Statement: [Joe Russo, directedForStudio, Marvel Studios]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Marvel Studios Context triple: [Joe Russo, directedForStudio, Marvel Studios]
-
A.
Marvel Studios
chosen
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.
-
B.
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.
-
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.
Marvel Films
Marvel Films was the early film and television production arm of Marvel Entertainment that handled live-action and animated projects before being succeeded by Marvel Television.
-
E.
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.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: directedForStudio Context triple: [Joe Russo, directedForStudio, Marvel Studios]
-
A.
recordedForStudio
Indicates that a recording was made specifically for, or under contract with, a particular studio.
-
B.
directedTo
Indicates that something is sent, aimed, or addressed toward a particular target or recipient.
-
C.
filmingStudio
chosen
Indicates that a studio is responsible for producing or filming a particular audiovisual work.
-
D.
hasStudio
Indicates that an entity (such as a film, game, or production) is associated with or produced by a particular studio.
-
E.
directedStageProduction
Indicates that one entity served as the director responsible for staging and overseeing a particular theatrical or stage production involving another entity.
- F. None of above.
Provenance (4 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_69ca839f76bc8190a4b7123cdd682199 |
completed | March 30, 2026, 2:07 p.m. |
| NER | Named-entity recognition | batch_69cc67eddbf08190afca16e0be435241 |
completed | April 1, 2026, 12:33 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cfd0bdb05c8190bb1fb5f0272a450a |
completed | April 3, 2026, 2:37 p.m. |
| PD | Predicate disambiguation | batch_69cc5edba0f88190b97401636a076d7a |
completed | March 31, 2026, 11:55 p.m. |
Created at: March 30, 2026, 7:03 p.m.