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.