Triple

T1887403
Position Surface form Disambiguated ID Type / Status
Subject Avengers: Age of Ultron E39993 entity
Predicate partOf P40 FINISHED
Object Marvel Cinematic Universe Phase Two
Marvel Cinematic Universe Phase Two is the second slate of interconnected superhero films produced by Marvel Studios, expanding the shared universe’s scope, characters, and overarching narrative following its initial phase.
E210061 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 Phase Two | Statement: [Avengers: Age of Ultron, partOf, Marvel Cinematic Universe Phase Two]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Marvel Cinematic Universe Phase Two
Context triple: [Avengers: Age of Ultron, partOf, Marvel Cinematic Universe Phase Two]
  • A. Marvel Cinematic Universe Phase Three
    Marvel Cinematic Universe Phase Three is the third major slate of interconnected superhero films in the MCU, culminating in the Thanos saga and reshaping the franchise’s overarching storyline.
  • B. Phase One of the Marvel Cinematic Universe
    Phase One of the Marvel Cinematic Universe is the initial slate of interconnected superhero films produced by Marvel Studios that introduced core characters and storylines leading up to the first Avengers team-up.
  • C. Marvel Cinematic Universe
    The Marvel Cinematic Universe is a massively popular interconnected film and television franchise based on Marvel Comics characters, known for its shared continuity, blockbuster superhero movies, and expansive world-building.
  • D. The Avengers
    The Avengers is a 1960s British espionage television series blending stylish spy drama with quirky, often surreal humor and science fiction elements.
  • E. Avengers
    The Avengers are a team of Marvel Comics superheroes who unite to combat powerful threats that no single hero can withstand alone.
  • 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 Phase Two
Triple: [Avengers: Age of Ultron, partOf, Marvel Cinematic Universe Phase Two]
Generated description
Marvel Cinematic Universe Phase Two is the second slate of interconnected superhero films produced by Marvel Studios, expanding the shared universe’s scope, characters, and overarching narrative following its initial phase.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Marvel Cinematic Universe Phase Two
Target entity description: Marvel Cinematic Universe Phase Two is the second slate of interconnected superhero films produced by Marvel Studios, expanding the shared universe’s scope, characters, and overarching narrative following its initial phase.
  • A. Marvel Cinematic Universe Phase Three
    Marvel Cinematic Universe Phase Three is the third major slate of interconnected superhero films in the MCU, culminating in the Thanos saga and reshaping the franchise’s overarching storyline.
  • B. Phase One of the Marvel Cinematic Universe
    Phase One of the Marvel Cinematic Universe is the initial slate of interconnected superhero films produced by Marvel Studios that introduced core characters and storylines leading up to the first Avengers team-up.
  • C. Marvel Cinematic Universe
    The Marvel Cinematic Universe is a massively popular interconnected film and television franchise based on Marvel Comics characters, known for its shared continuity, blockbuster superhero movies, and expansive world-building.
  • D. The Avengers
    The Avengers is a 1960s British espionage television series blending stylish spy drama with quirky, often surreal humor and science fiction elements.
  • E. Avengers
    The Avengers are a team of Marvel Comics superheroes who unite to combat powerful threats that no single hero can withstand alone.
  • 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_69a88633e4fc8190b7eb40463e048ec5 completed March 4, 2026, 7:21 p.m.
NER Named-entity recognition batch_69abb121a3cc81909c60ac65627142d1 completed March 7, 2026, 5:01 a.m.
NED1 Entity disambiguation (via context triple) batch_69addf63863881908efd8010db14b8a8 completed March 8, 2026, 8:43 p.m.
NEDg Description generation batch_69ade06eb0608190992291b9a0d5368c completed March 8, 2026, 8:47 p.m.
NED2 Entity disambiguation (via description) batch_69ade0d3f77481909cb4c9a57a9fb6a7 completed March 8, 2026, 8:49 p.m.
Created at: March 4, 2026, 7:34 p.m.