Triple
T560744
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Robert Downey Jr. |
E13443
|
entity |
| Predicate | memberOf |
P10
|
FINISHED |
| Object |
Marvel Cinematic Universe cast
The Marvel Cinematic Universe cast is the large ensemble of actors who portray the interconnected roster of superheroes, villains, and supporting characters across Marvel Studios’ shared film and television franchise.
|
E32165
|
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 Cinematic Universe cast | Statement: [Robert Downey Jr., memberOf, Marvel Cinematic Universe cast]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Marvel Cinematic Universe cast Context triple: [Robert Downey Jr., memberOf, Marvel Cinematic Universe cast]
-
A.
Avengers
The Avengers are a team of Marvel Comics superheroes who unite to combat powerful threats that no single hero can withstand alone.
-
B.
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.
-
C.
Avengers: Age of Ultron
Avengers: Age of Ultron is a 2015 Marvel Studios superhero film in which the Avengers battle the rogue AI Ultron, serving as a major installment in the Marvel Cinematic Universe.
-
D.
Thor
Thor is the Norse god of thunder, storms, and strength, famed for wielding the hammer Mjölnir and appearing widely in mythology and modern popular culture.
-
E.
Thor
Thor is a Marvel superhero film based on the Norse god of thunder, following the powerful but arrogant warrior as he is exiled to Earth and learns humility while defending both his realm and humanity.
- 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 Cinematic Universe cast Triple: [Robert Downey Jr., memberOf, Marvel Cinematic Universe cast]
Generated description
The Marvel Cinematic Universe cast is the large ensemble of actors who portray the interconnected roster of superheroes, villains, and supporting characters across Marvel Studios’ shared film and television franchise.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Marvel Cinematic Universe cast Target entity description: The Marvel Cinematic Universe cast is the large ensemble of actors who portray the interconnected roster of superheroes, villains, and supporting characters across Marvel Studios’ shared film and television franchise.
-
A.
Avengers
The Avengers are a team of Marvel Comics superheroes who unite to combat powerful threats that no single hero can withstand alone.
-
B.
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.
-
C.
Avengers: Age of Ultron
Avengers: Age of Ultron is a 2015 Marvel Studios superhero film in which the Avengers battle the rogue AI Ultron, serving as a major installment in the Marvel Cinematic Universe.
-
D.
Thor
Thor is the Norse god of thunder, storms, and strength, famed for wielding the hammer Mjölnir and appearing widely in mythology and modern popular culture.
-
E.
Thor
Thor is a Marvel superhero film based on the Norse god of thunder, following the powerful but arrogant warrior as he is exiled to Earth and learns humility while defending both his realm and humanity.
- 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_69a4933edcf08190b35ecfd6014caee6 |
completed | March 1, 2026, 7:27 p.m. |
| NER | Named-entity recognition | batch_69a499e2795c8190903240e79964156d |
completed | March 1, 2026, 7:56 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a4e9bd6c44819094ba815966ca7937 |
completed | March 2, 2026, 1:37 a.m. |
| NEDg | Description generation | batch_69a4ea332c2081909a615287ad0629be |
completed | March 2, 2026, 1:38 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69a4eadfefec81908fc3c2522fe79969 |
completed | March 2, 2026, 1:41 a.m. |
Created at: March 1, 2026, 7:32 p.m.