Triple

T5277168
Position Surface form Disambiguated ID Type / Status
Subject Marvel Alterniverse Store E119397 entity
Predicate themedAfter P5290 FINISHED
Object Marvel superheroes
Marvel superheroes are a roster of iconic comic-book characters from Marvel Comics, such as Spider-Man, Iron Man, and the Avengers, known for their extraordinary powers, complex personalities, and interconnected storylines.
E57939 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 superheroes | Statement: [Marvel Alterniverse Store, themedAfter, Marvel superheroes]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Marvel superheroes
Context triple: [Marvel Alterniverse Store, themedAfter, Marvel superheroes]
  • A. Marvel Films
    Marvel Films was the early film and television production arm of Marvel Entertainment that handled live-action and animated projects before being succeeded by Marvel Television.
  • B. Marvel Comics
    Marvel Comics is a major American comic book publisher best known for creating the Marvel Universe, home to iconic superheroes such as Spider-Man, Iron Man, the X-Men, and Captain America.
  • C. Marvel Multiverse
    The Marvel Multiverse is the vast interconnected collection of alternate universes and timelines that form the broader setting for Marvel's comics, films, and other media.
  • D. Marvel Comics film universe (pre-MCU)
    The Marvel Comics film universe (pre-MCU) refers to the loose collection of Marvel-based movies released before 2008, such as the Sam Raimi Spider-Man trilogy and the early X-Men and Fantastic Four films, which were not part of the later unified Marvel Cinematic Universe.
  • E. 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.
  • 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 superheroes
Triple: [Marvel Alterniverse Store, themedAfter, Marvel superheroes]
Generated description
Marvel superheroes are a roster of iconic comic-book characters from Marvel Comics, such as Spider-Man, Iron Man, and the Avengers, known for their extraordinary powers, complex personalities, and interconnected storylines.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Marvel superheroes
Target entity description: Marvel superheroes are a roster of iconic comic-book characters from Marvel Comics, such as Spider-Man, Iron Man, and the Avengers, known for their extraordinary powers, complex personalities, and interconnected storylines.
  • A. Marvel Films
    Marvel Films was the early film and television production arm of Marvel Entertainment that handled live-action and animated projects before being succeeded by Marvel Television.
  • B. Marvel Comics chosen
    Marvel Comics is a major American comic book publisher best known for creating the Marvel Universe, home to iconic superheroes such as Spider-Man, Iron Man, the X-Men, and Captain America.
  • C. Marvel Multiverse
    The Marvel Multiverse is the vast interconnected collection of alternate universes and timelines that form the broader setting for Marvel's comics, films, and other media.
  • D. Marvel Comics film universe (pre-MCU)
    The Marvel Comics film universe (pre-MCU) refers to the loose collection of Marvel-based movies released before 2008, such as the Sam Raimi Spider-Man trilogy and the early X-Men and Fantastic Four films, which were not part of the later unified Marvel Cinematic Universe.
  • E. 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.
  • F. None of above.

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_69bd446d05a8819092ad333a3f9c8d5c completed March 20, 2026, 12:58 p.m.
NER Named-entity recognition batch_69bd8474e7fc8190ab5dd84f665ae6a4 completed March 20, 2026, 5:31 p.m.
NED1 Entity disambiguation (via context triple) batch_69bf06d611a88190b1afc9161620223b completed March 21, 2026, 9 p.m.
NEDg Description generation batch_69bf095993c88190b75927b61eef15dc completed March 21, 2026, 9:10 p.m.
NED2 Entity disambiguation (via description) batch_69bf09c3f7048190bb8724fc64d35696 completed March 21, 2026, 9:12 p.m.
Created at: March 20, 2026, 1:51 p.m.