Triple

T13054703
Position Surface form Disambiguated ID Type / Status
Subject Hannah John-Kamen E327539 entity
Predicate characterPortrayedInWork P32051 FINISHED
Object Ghost in Ant-Man and the Wasp
Ghost in Ant-Man and the Wasp is the Marvel Cinematic Universe’s phase-shifting antagonist, Ava Starr, whose unstable quantum powers drive her desperate conflict with Ant-Man and the Wasp.
E64977 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: Ghost in Ant-Man and the Wasp | Statement: [Hannah John-Kamen, characterPortrayedInWork, Ghost in Ant-Man and the Wasp]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ghost in Ant-Man and the Wasp
Context triple: [Hannah John-Kamen, characterPortrayedInWork, Ghost in Ant-Man and the Wasp]
  • A. 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.
  • B. 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.
  • C. Avengers: Infinity War
    Avengers: Infinity War is a 2018 Marvel Studios superhero film in which the Avengers and their allies battle the powerful warlord Thanos to stop him from collecting the Infinity Stones and wiping out half of all life in the universe.
  • D. 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.
  • E. Irredeemable Ant-Man
    Irredeemable Ant-Man is a Marvel Comics series about a morally dubious, self-serving man who steals an Ant-Man suit, written by Robert Kirkman.
  • 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: Ghost in Ant-Man and the Wasp
Triple: [Hannah John-Kamen, characterPortrayedInWork, Ghost in Ant-Man and the Wasp]
Generated description
Ghost in Ant-Man and the Wasp is the Marvel Cinematic Universe’s phase-shifting antagonist, Ava Starr, whose unstable quantum powers drive her desperate conflict with Ant-Man and the Wasp.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Ghost in Ant-Man and the Wasp
Target entity description: Ghost in Ant-Man and the Wasp is the Marvel Cinematic Universe’s phase-shifting antagonist, Ava Starr, whose unstable quantum powers drive her desperate conflict with Ant-Man and the Wasp.
  • A. Ant-Man and the Wasp chosen
    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.
  • B. 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.
  • C. Avengers: Infinity War
    Avengers: Infinity War is a 2018 Marvel Studios superhero film in which the Avengers and their allies battle the powerful warlord Thanos to stop him from collecting the Infinity Stones and wiping out half of all life in the universe.
  • D. 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.
  • E. Irredeemable Ant-Man
    Irredeemable Ant-Man is a Marvel Comics series about a morally dubious, self-serving man who steals an Ant-Man suit, written by Robert Kirkman.
  • 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_69d8076e64308190904fb5c93517c901 completed April 9, 2026, 8:09 p.m.
NER Named-entity recognition batch_69d980bb52d88190b5be12000e27a2c9 completed April 10, 2026, 10:59 p.m.
NED1 Entity disambiguation (via context triple) batch_69f6cbdead348190aa7aaa29c371d72a completed May 3, 2026, 4:15 a.m.
NEDg Description generation batch_69f6d039254881909927b58225f194de completed May 3, 2026, 4:34 a.m.
NED2 Entity disambiguation (via description) batch_69f6d0d218d4819080273a151a0890d3 completed May 3, 2026, 4:36 a.m.
Created at: April 9, 2026, 8:58 p.m.