Triple

T8390190
Position Surface form Disambiguated ID Type / Status
Subject Anthony Edwards E197922 entity
Predicate nickname P55 FINISHED
Object Ant-Man
Ant-Man is a Marvel Comics superhero identity most famously associated with characters like Hank Pym and Scott Lang, who use size-changing technology to shrink or grow while retaining full strength.
E64383 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: Ant-Man | Statement: [Anthony Edwards, nickname, Ant-Man]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ant-Man
Context triple: [Anthony Edwards, nickname, Ant-Man]
  • A. Ant-Man
    Ant-Man is a Marvel Comics superhero identity, most famously associated with size-changing technology and featured as a central character in the Marvel Cinematic Universe.
  • B. Ant-Man and the Wasp
    Ant-Man and the Wasp is a 2018 Marvel Studios superhero film that continues the adventures of Scott Lang and Hope van Dyne as size-shifting heroes within the Marvel Cinematic Universe.
  • C. Ant-Man films
    The Ant-Man films are a series of Marvel Cinematic Universe superhero movies centered on Scott Lang and Hank Pym, featuring size-changing technology and a comedic heist-driven tone.
  • D. Ant-Man and the Wasp: Quantumania
    Ant-Man and the Wasp: Quantumania is a 2023 Marvel Studios superhero film that continues the Ant-Man saga by plunging its heroes into the Quantum Realm to face the multiversal threat of Kang the Conqueror.
  • E. Spider-Man: Homecoming
    Spider-Man: Homecoming is a 2017 Marvel Cinematic Universe superhero film that follows a young Peter Parker balancing high school life with his role as Spider-Man under the mentorship of Tony Stark.
  • 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: Ant-Man
Triple: [Anthony Edwards, nickname, Ant-Man]
Generated description
Ant-Man is a Marvel Comics superhero identity most famously associated with characters like Hank Pym and Scott Lang, who use size-changing technology to shrink or grow while retaining full strength.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Ant-Man
Target entity description: Ant-Man is a Marvel Comics superhero identity most famously associated with characters like Hank Pym and Scott Lang, who use size-changing technology to shrink or grow while retaining full strength.
  • A. Ant-Man chosen
    Ant-Man is a Marvel Comics superhero identity, most famously associated with size-changing technology and featured as a central character in the Marvel Cinematic Universe.
  • B. Ant-Man and the Wasp
    Ant-Man and the Wasp is a 2018 Marvel Studios superhero film that continues the adventures of Scott Lang and Hope van Dyne as size-shifting heroes within the Marvel Cinematic Universe.
  • C. Ant-Man films
    The Ant-Man films are a series of Marvel Cinematic Universe superhero movies centered on Scott Lang and Hank Pym, featuring size-changing technology and a comedic heist-driven tone.
  • D. Ant-Man and the Wasp: Quantumania
    Ant-Man and the Wasp: Quantumania is a 2023 Marvel Studios superhero film that continues the Ant-Man saga by plunging its heroes into the Quantum Realm to face the multiversal threat of Kang the Conqueror.
  • E. Spider-Man: Homecoming
    Spider-Man: Homecoming is a 2017 Marvel Cinematic Universe superhero film that follows a young Peter Parker balancing high school life with his role as Spider-Man under the mentorship of Tony Stark.
  • 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_69ca82f749388190bffbea6dfb509016 completed March 30, 2026, 2:04 p.m.
NER Named-entity recognition batch_69cb810ac380819095bd67f0555ac2a8 completed March 31, 2026, 8:08 a.m.
NED1 Entity disambiguation (via context triple) batch_69cde84427dc8190925150b5d52bc9a0 completed April 2, 2026, 3:53 a.m.
NEDg Description generation batch_69cdebfc63e8819087f5c1d588b58e21 completed April 2, 2026, 4:09 a.m.
NED2 Entity disambiguation (via description) batch_69cded77618c81909e8786ccd2f3e4b6 completed April 2, 2026, 4:15 a.m.
Created at: March 30, 2026, 6:03 p.m.