Triple

T10919939
Position Surface form Disambiguated ID Type / Status
Subject Melina Vostokoff E257920 entity
Predicate basedOn P98 FINISHED
Object Melina Vostokoff (Marvel Comics)
Melina Vostokoff (Marvel Comics) is a Russian assassin and supervillain known as the Iron Maiden, primarily serving as an enemy of Black Widow in Marvel Comics.
E893882 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: Melina Vostokoff (Marvel Comics) | Statement: [Melina Vostokoff, basedOn, Melina Vostokoff (Marvel Comics)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Melina Vostokoff (Marvel Comics)
Context triple: [Melina Vostokoff, basedOn, Melina Vostokoff (Marvel Comics)]
  • A. Jacqui Lopez
    Jacqui Lopez is a film and television producer known for her work on the Star Wars franchise, including serving as an executive producer on the animated anthology series Star Wars: Visions.
  • B. Bobbi Morse (Marvel Comics)
    Bobbi Morse (Marvel Comics) is a Marvel Comics superheroine and S.H.I.E.L.D. agent known as Mockingbird, recognized for her espionage skills, combat expertise, and frequent partnership with Hawkeye.
  • C. Valeria Richards
    Valeria Richards is a highly intelligent Marvel Comics character, the daughter of Reed Richards and Sue Storm, often depicted as a child prodigy whose genius rivals that of her father.
  • D. Valerie West
    Valerie West is the central female protagonist in the 1935 romantic drama film "The Girl from 10th Avenue," whose relationship with a wealthy lawyer drives the story’s themes of class difference and personal integrity.
  • E. Marti Noxon
    Marti Noxon is an American television writer, producer, and director best known for her work on series like "Buffy the Vampire Slayer," "UnREAL," and "Sharp Objects."
  • 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: Melina Vostokoff (Marvel Comics)
Triple: [Melina Vostokoff, basedOn, Melina Vostokoff (Marvel Comics)]
Generated description
Melina Vostokoff (Marvel Comics) is a Russian assassin and supervillain known as the Iron Maiden, primarily serving as an enemy of Black Widow in Marvel Comics.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Melina Vostokoff (Marvel Comics)
Target entity description: Melina Vostokoff (Marvel Comics) is a Russian assassin and supervillain known as the Iron Maiden, primarily serving as an enemy of Black Widow in Marvel Comics.
  • A. Jacqui Lopez
    Jacqui Lopez is a film and television producer known for her work on the Star Wars franchise, including serving as an executive producer on the animated anthology series Star Wars: Visions.
  • B. Bobbi Morse (Marvel Comics)
    Bobbi Morse (Marvel Comics) is a Marvel Comics superheroine and S.H.I.E.L.D. agent known as Mockingbird, recognized for her espionage skills, combat expertise, and frequent partnership with Hawkeye.
  • C. Valeria Richards
    Valeria Richards is a highly intelligent Marvel Comics character, the daughter of Reed Richards and Sue Storm, often depicted as a child prodigy whose genius rivals that of her father.
  • D. Valerie West
    Valerie West is the central female protagonist in the 1935 romantic drama film "The Girl from 10th Avenue," whose relationship with a wealthy lawyer drives the story’s themes of class difference and personal integrity.
  • E. Marti Noxon
    Marti Noxon is an American television writer, producer, and director best known for her work on series like "Buffy the Vampire Slayer," "UnREAL," and "Sharp Objects."
  • 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_69d6aa864ed88190818280ab6791d065 completed April 8, 2026, 7:20 p.m.
NER Named-entity recognition batch_69d77081a0c48190b7aa4a482032d1ea completed April 9, 2026, 9:25 a.m.
NED1 Entity disambiguation (via context triple) batch_69e2171adbbc8190916a5463b6e5c186 completed April 17, 2026, 11:18 a.m.
NEDg Description generation batch_69e21d8a2e6881909b33cbe4ab919315 completed April 17, 2026, 11:46 a.m.
NED2 Entity disambiguation (via description) batch_69e21eaa1e9881909f3b276e0ff0c511 completed April 17, 2026, 11:51 a.m.
Created at: April 8, 2026, 9:22 p.m.