Triple
T3034764
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Sam Raimi |
E82981
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
Doctor Strange in the Multiverse of Madness
Doctor Strange in the Multiverse of Madness is a 2022 Marvel Studios superhero film that follows Doctor Strange as he navigates dangerous alternate realities and dark magic within the Marvel Cinematic Universe.
|
E323644
|
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: Doctor Strange in the Multiverse of Madness | Statement: [Sam Raimi, notableWork, Doctor Strange in the Multiverse of Madness]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Doctor Strange in the Multiverse of Madness Context triple: [Sam Raimi, notableWork, Doctor Strange in the Multiverse of Madness]
-
A.
Doctor Strange
Doctor Strange is a Marvel Comics superhero and Master of the Mystic Arts, best known as the Sorcerer Supreme who protects Earth from magical and interdimensional threats.
-
B.
Spider-Man: No Way Home
Spider-Man: No Way Home is a 2021 Marvel Cinematic Universe superhero film that unites multiple generations of Spider-Man characters through a multiverse storyline centered on Tom Holland’s Peter Parker.
-
C.
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.
-
D.
Spider-Man: Far From Home
Spider-Man: Far From Home is a 2019 Marvel Cinematic Universe superhero film that follows Peter Parker on a post-Endgame European trip where he faces new threats and responsibilities as Spider-Man.
-
E.
Shang-Chi
Shang-Chi is a Marvel Comics martial arts master and superhero often dubbed the “Master of Kung Fu,” known for his exceptional hand-to-hand combat skills and association with teams like the Avengers.
- 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: Doctor Strange in the Multiverse of Madness Triple: [Sam Raimi, notableWork, Doctor Strange in the Multiverse of Madness]
Generated description
Doctor Strange in the Multiverse of Madness is a 2022 Marvel Studios superhero film that follows Doctor Strange as he navigates dangerous alternate realities and dark magic within the Marvel Cinematic Universe.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Doctor Strange in the Multiverse of Madness Target entity description: Doctor Strange in the Multiverse of Madness is a 2022 Marvel Studios superhero film that follows Doctor Strange as he navigates dangerous alternate realities and dark magic within the Marvel Cinematic Universe.
-
A.
Doctor Strange
Doctor Strange is a Marvel Comics superhero and Master of the Mystic Arts, best known as the Sorcerer Supreme who protects Earth from magical and interdimensional threats.
-
B.
Spider-Man: No Way Home
Spider-Man: No Way Home is a 2021 Marvel Cinematic Universe superhero film that unites multiple generations of Spider-Man characters through a multiverse storyline centered on Tom Holland’s Peter Parker.
-
C.
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.
-
D.
Spider-Man: Far From Home
Spider-Man: Far From Home is a 2019 Marvel Cinematic Universe superhero film that follows Peter Parker on a post-Endgame European trip where he faces new threats and responsibilities as Spider-Man.
-
E.
Shang-Chi
Shang-Chi is a Marvel Comics martial arts master and superhero often dubbed the “Master of Kung Fu,” known for his exceptional hand-to-hand combat skills and association with teams like the Avengers.
- 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_69ad8b21a62881908ec5dd4fba4a187c |
completed | March 8, 2026, 2:43 p.m. |
| NER | Named-entity recognition | batch_69ad9b2a40b48190bfa7cdbb0fbd87f8 |
completed | March 8, 2026, 3:52 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b1eeeeff988190bb664c75d54d93d8 |
completed | March 11, 2026, 10:38 p.m. |
| NEDg | Description generation | batch_69b1f2c71a548190b56ca79f4fb06896 |
completed | March 11, 2026, 10:55 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b1f31ea1588190b0a5097913ba94a8 |
completed | March 11, 2026, 10:56 p.m. |
Created at: March 8, 2026, 3:01 p.m.