Triple
T8828064
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ultron |
E210064
|
entity |
| Predicate | notableStoryline |
P7331
|
FINISHED |
| Object |
Age of Ultron (comics event)
Age of Ultron (comics event) is a major Marvel Comics crossover storyline in which the villainous android Ultron successfully conquers Earth, forcing the remaining heroes to attempt desperate time-altering measures to stop him.
|
E760526
|
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: Age of Ultron (comics event) | Statement: [Ultron, notableStoryline, Age of Ultron (comics event)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Age of Ultron (comics event) Context triple: [Ultron, notableStoryline, Age of Ultron (comics event)]
-
A.
Avengers Initiative
The Avengers Initiative is a covert program in the Marvel Cinematic Universe designed to recruit and assemble extraordinary individuals into a team to defend Earth from major threats.
-
B.
Secret Wars (2015)
Secret Wars (2015) is a Marvel Comics crossover event in which the multiverse collapses into a single patchwork planet called Battleworld, reshaping the Marvel Universe and its characters.
-
C.
Uncanny Avengers
Uncanny Avengers is a Marvel Comics superhero team that unites members of the Avengers and the X-Men to promote cooperation between humans and mutants.
-
D.
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.
-
E.
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.
- 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: Age of Ultron (comics event) Triple: [Ultron, notableStoryline, Age of Ultron (comics event)]
Generated description
Age of Ultron (comics event) is a major Marvel Comics crossover storyline in which the villainous android Ultron successfully conquers Earth, forcing the remaining heroes to attempt desperate time-altering measures to stop him.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Age of Ultron (comics event) Target entity description: Age of Ultron (comics event) is a major Marvel Comics crossover storyline in which the villainous android Ultron successfully conquers Earth, forcing the remaining heroes to attempt desperate time-altering measures to stop him.
-
A.
Avengers Initiative
The Avengers Initiative is a covert program in the Marvel Cinematic Universe designed to recruit and assemble extraordinary individuals into a team to defend Earth from major threats.
-
B.
Secret Wars (2015)
Secret Wars (2015) is a Marvel Comics crossover event in which the multiverse collapses into a single patchwork planet called Battleworld, reshaping the Marvel Universe and its characters.
-
C.
Uncanny Avengers
Uncanny Avengers is a Marvel Comics superhero team that unites members of the Avengers and the X-Men to promote cooperation between humans and mutants.
-
D.
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.
-
E.
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.
- 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_69ca8365b28081909e48e45e95dfc405 |
completed | March 30, 2026, 2:06 p.m. |
| NER | Named-entity recognition | batch_69cc604ac0288190b59344bced8ac733 |
completed | April 1, 2026, 12:01 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cf895a766c81908f41e369afb05023 |
completed | April 3, 2026, 9:33 a.m. |
| NEDg | Description generation | batch_69cf8a3d8e548190911d44ee36875d44 |
completed | April 3, 2026, 9:37 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69cf8ae86e1881908a77f660c061bf69 |
completed | April 3, 2026, 9:39 a.m. |
Created at: March 30, 2026, 6:47 p.m.