Triple
T11122960
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Thunderbolts* (upcoming film) |
E263062
|
entity |
| Predicate | franchise |
P1500
|
FINISHED |
| Object |
Marvel Studios' Thunderbolts
Marvel Studios' Thunderbolts is an upcoming Marvel Cinematic Universe film that brings together a team of antiheroes and reformed villains on a government-sanctioned mission.
|
E906137
|
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 Studios' Thunderbolts | Statement: [Thunderbolts* (upcoming film), franchise, Marvel Studios' Thunderbolts]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Marvel Studios' Thunderbolts Context triple: [Thunderbolts* (upcoming film), franchise, Marvel Studios' Thunderbolts]
-
A.
Avengers: The Kang Dynasty
Avengers: The Kang Dynasty is an upcoming Marvel Cinematic Universe ensemble film centered on the Avengers’ confrontation with the time-traveling villain Kang the Conqueror.
-
B.
New Avengers
The New Avengers are a modern reformation of Marvel Comics' premier superhero team, featuring a refreshed roster of iconic heroes assembled to tackle major threats in the Marvel Universe.
-
C.
Sokovia disaster
The Sokovia disaster is a catastrophic fictional event in the Marvel Cinematic Universe where the city of Sokovia was lifted into the sky and nearly used as an extinction-level weapon by Ultron, leading to massive destruction and global political repercussions.
-
D.
Mighty Avengers
The Mighty Avengers are a superhero team in Marvel Comics that serves as a distinct roster and incarnation of the broader Avengers organization.
-
E.
Avengers: Secret Wars
Avengers: Secret Wars is an upcoming Marvel Cinematic Universe crossover film intended as a major ensemble event adapting the iconic "Secret Wars" storyline from Marvel Comics.
- 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 Studios' Thunderbolts Triple: [Thunderbolts* (upcoming film), franchise, Marvel Studios' Thunderbolts]
Generated description
Marvel Studios' Thunderbolts is an upcoming Marvel Cinematic Universe film that brings together a team of antiheroes and reformed villains on a government-sanctioned mission.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Marvel Studios' Thunderbolts Target entity description: Marvel Studios' Thunderbolts is an upcoming Marvel Cinematic Universe film that brings together a team of antiheroes and reformed villains on a government-sanctioned mission.
-
A.
Avengers: The Kang Dynasty
Avengers: The Kang Dynasty is an upcoming Marvel Cinematic Universe ensemble film centered on the Avengers’ confrontation with the time-traveling villain Kang the Conqueror.
-
B.
New Avengers
The New Avengers are a modern reformation of Marvel Comics' premier superhero team, featuring a refreshed roster of iconic heroes assembled to tackle major threats in the Marvel Universe.
-
C.
Sokovia disaster
The Sokovia disaster is a catastrophic fictional event in the Marvel Cinematic Universe where the city of Sokovia was lifted into the sky and nearly used as an extinction-level weapon by Ultron, leading to massive destruction and global political repercussions.
-
D.
Mighty Avengers
The Mighty Avengers are a superhero team in Marvel Comics that serves as a distinct roster and incarnation of the broader Avengers organization.
-
E.
Avengers: Secret Wars
Avengers: Secret Wars is an upcoming Marvel Cinematic Universe crossover film intended as a major ensemble event adapting the iconic "Secret Wars" storyline from Marvel Comics.
- 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_69d6aa9b46cc8190b19f9f0cc45bf322 |
completed | April 8, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69d7e82e933481908550499cf9dd6531 |
completed | April 9, 2026, 5:55 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69e42d8643748190a7801fc401dd2b5a |
completed | April 19, 2026, 1:19 a.m. |
| NEDg | Description generation | batch_69e42f3eaa0c819095e5af20b910d979 |
completed | April 19, 2026, 1:26 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69e43771eaec8190be9bb709723931e0 |
completed | April 19, 2026, 2:01 a.m. |
Created at: April 8, 2026, 9:28 p.m.