Triple

T13595209
Position Surface form Disambiguated ID Type / Status
Subject Cassie Lang E324799 entity
Predicate firstAppearanceAsStinger P110222 FINISHED
Object The Astonishing Ant-Man #6
The Astonishing Ant-Man #6 is a Marvel Comics issue notable for debuting Cassie Lang in her superhero identity as Stinger.
E1049203 NE FINISHED

How this triple was built (5 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: The Astonishing Ant-Man #6 | Statement: [Cassie Lang, firstAppearanceAsStinger, The Astonishing Ant-Man #6]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: The Astonishing Ant-Man #6
Context triple: [Cassie Lang, firstAppearanceAsStinger, The Astonishing Ant-Man #6]
  • A. 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.
  • B. 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.
  • C. Avengers Finale #1
    Avengers Finale #1 is a Marvel Comics one-shot that serves as the concluding issue of the Avengers: Disassembled storyline, marking the end of the classic Avengers team before its relaunch.
  • D. The Avengers #32
    The Avengers #32 is a 1966 Marvel Comics issue of the Avengers series notable for introducing the character Bill Foster, who would later become the superhero Black Goliath.
  • E. The Avengers #43
    The Avengers #43 is a 1967 Marvel Comics issue best known for introducing the Soviet super-spy and future Red Guardian, Alexei Shostakov, into the Avengers mythos.
  • 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: The Astonishing Ant-Man #6
Triple: [Cassie Lang, firstAppearanceAsStinger, The Astonishing Ant-Man #6]
Generated description
The Astonishing Ant-Man #6 is a Marvel Comics issue notable for debuting Cassie Lang in her superhero identity as Stinger.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: The Astonishing Ant-Man #6
Target entity description: The Astonishing Ant-Man #6 is a Marvel Comics issue notable for debuting Cassie Lang in her superhero identity as Stinger.
  • A. 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.
  • B. 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.
  • C. Avengers Finale #1
    Avengers Finale #1 is a Marvel Comics one-shot that serves as the concluding issue of the Avengers: Disassembled storyline, marking the end of the classic Avengers team before its relaunch.
  • D. The Avengers #32
    The Avengers #32 is a 1966 Marvel Comics issue of the Avengers series notable for introducing the character Bill Foster, who would later become the superhero Black Goliath.
  • E. The Avengers #43
    The Avengers #43 is a 1967 Marvel Comics issue best known for introducing the Soviet super-spy and future Red Guardian, Alexei Shostakov, into the Avengers mythos.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: firstAppearanceAsStinger
Context triple: [Cassie Lang, firstAppearanceAsStinger, The Astonishing Ant-Man #6]
  • A. firstAppearanceAsIdentityUser
    Indicates the event or context in which a user first appears or is introduced under a particular identity.
  • B. firstAppearanceMa
    Indicates that an entity (such as a character or item) makes its first appearance in a specific manga.
  • C. firstAppearanceApprox
    Indicates that one entity is the approximate or estimated first appearance of another entity in time or context.
  • D. directorOfFirstAppearance
    Indicates that a person is the director responsible for an entity’s first appearance (e.g., first episode, film, or installment) in a series or franchise.
  • E. firstAppearanceInAnimation
    Indicates the specific animated work in which an entity is depicted for the first time.
  • F. None of above. chosen

Provenance (7 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_69d80769eaf081909d82f44e484d6113 completed April 9, 2026, 8:09 p.m.
NER Named-entity recognition batch_69dbb057f1c881909a3bb77c659a724a completed April 12, 2026, 2:46 p.m.
NED1 Entity disambiguation (via context triple) batch_69f76bc762a08190b5d29cef9923da84 completed May 3, 2026, 3:37 p.m.
NEDg Description generation batch_69f77643b0348190962bf23a9857edbe completed May 3, 2026, 4:22 p.m.
NED2 Entity disambiguation (via description) batch_69f7792110e48190a29b6e89c6ebcc03 completed May 3, 2026, 4:34 p.m.
PD Predicate disambiguation batch_69dbae18eaf48190809e8b365856cde9 completed April 12, 2026, 2:37 p.m.
PDg Predicate description generation batch_69dbaf9f3bdc8190838539aaef1f422b completed April 12, 2026, 2:43 p.m.
Created at: April 9, 2026, 9:49 p.m.