Triple

T22303102
Position Surface form Disambiguated ID Type / Status
Subject Emma Frost E551305 entity
Predicate fullName P16 FINISHED
Object Emma Grace Frost
Emma Grace Frost is a powerful telepathic mutant from Marvel Comics, known as the White Queen and a prominent member and sometimes leader of the X-Men and the Hellfire Club.
E1529587 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: Emma Grace Frost | Statement: [Emma Frost, fullName, Emma Grace Frost]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Emma Grace Frost
Context triple: [Emma Frost, fullName, Emma Grace Frost]
  • A. Phoebe Frost
    Phoebe Frost is a straight-laced Iowa congresswoman who becomes romantically entangled with a cynical American officer while investigating postwar corruption in the 1948 film "A Foreign Affair."
  • B. Jordan Frost
    Jordan Frost is a writer known for contributing to the creation and development of the work titled "Formation."
  • C. Emma Russell
    Emma Russell is a character in the MonsterVerse franchise, depicted as a Monarch scientist and the mother of Madison Russell in the film "Godzilla: King of the Monsters."
  • D. Jenny Frost
    Jenny Frost is an English singer, television presenter, and model best known for joining the pop group Atomic Kitten at the height of their commercial success.
  • E. Alice Frost
    Alice Frost was an American actress best known for her role in the original television adaptation of the classic horror-fantasy story "It's a Good Life."
  • 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: Emma Grace Frost
Triple: [Emma Frost, fullName, Emma Grace Frost]
Generated description
Emma Grace Frost is a powerful telepathic mutant from Marvel Comics, known as the White Queen and a prominent member and sometimes leader of the X-Men and the Hellfire Club.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Emma Grace Frost
Target entity description: Emma Grace Frost is a powerful telepathic mutant from Marvel Comics, known as the White Queen and a prominent member and sometimes leader of the X-Men and the Hellfire Club.
  • A. Phoebe Frost
    Phoebe Frost is a straight-laced Iowa congresswoman who becomes romantically entangled with a cynical American officer while investigating postwar corruption in the 1948 film "A Foreign Affair."
  • B. Jordan Frost
    Jordan Frost is a writer known for contributing to the creation and development of the work titled "Formation."
  • C. Emma Russell
    Emma Russell is a character in the MonsterVerse franchise, depicted as a Monarch scientist and the mother of Madison Russell in the film "Godzilla: King of the Monsters."
  • D. Jenny Frost
    Jenny Frost is an English singer, television presenter, and model best known for joining the pop group Atomic Kitten at the height of their commercial success.
  • E. Alice Frost
    Alice Frost was an American actress best known for her role in the original television adaptation of the classic horror-fantasy story "It's a Good Life."
  • 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_69e11e46c0188190800181a4233f28fe completed April 16, 2026, 5:37 p.m.
NER Named-entity recognition batch_69f1572517588190bef6f8bfb76afb19 completed April 29, 2026, 12:56 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0acc9cd4508190825732ffc8b9fa84 completed May 18, 2026, 8:23 a.m.
NEDg Description generation batch_6a0acd8b04d88190a545cec751e4a635 completed May 18, 2026, 8:27 a.m.
NED2 Entity disambiguation (via description) batch_6a0ace5e9b948190bd4fb7092e6fb62e completed May 18, 2026, 8:31 a.m.
Created at: April 16, 2026, 8:41 p.m.