Triple

T10366389
Position Surface form Disambiguated ID Type / Status
Subject Darkest Hour E244260 entity
Predicate character P662 FINISHED
Object Elizabeth Layton
Elizabeth Layton is Winston Churchill’s young personal secretary and typist, depicted as a close and observant aide during the early years of World War II.
 E881652 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: Elizabeth Layton | Statement: [Darkest Hour, character, Elizabeth Layton]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Elizabeth Layton
Context triple: [Darkest Hour, character, Elizabeth Layton]
  • A. Ruby Gentry
    Ruby Gentry is a 1952 American melodrama film directed by King Vidor, starring Jennifer Jones as a poor Southern woman whose passionate love and social struggles lead to tragedy.
  • B. Elizabeth Prall
    Elizabeth Prall was an American bookseller and literary figure best known for her marriage to modernist writer Sherwood Anderson.
  • C. Elizabeth Lail
    Elizabeth Lail is an American actress best known for her roles in the TV series "You" and "Once Upon a Time."
  • D. Rebecca Cottrell
    Rebecca Cottrell is the wife of Stephen Cottrell, the Archbishop of York in the Church of England.
  • E. Kathleen Layton
    Kathleen Layton is the central protagonist of A. E. van Vogt’s science fiction novel "Slan," around whom the story’s exploration of telepathic mutants and persecution revolves.
  • 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: Elizabeth Layton
Triple: [Darkest Hour, character, Elizabeth Layton]
Generated description
Elizabeth Layton is Winston Churchill’s young personal secretary and typist, depicted as a close and observant aide during the early years of World War II.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Elizabeth Layton
Target entity description: Elizabeth Layton is Winston Churchill’s young personal secretary and typist, depicted as a close and observant aide during the early years of World War II.
  • A. Ruby Gentry
    Ruby Gentry is a 1952 American melodrama film directed by King Vidor, starring Jennifer Jones as a poor Southern woman whose passionate love and social struggles lead to tragedy.
  • B. Elizabeth Prall
    Elizabeth Prall was an American bookseller and literary figure best known for her marriage to modernist writer Sherwood Anderson.
  • C. Elizabeth Lail
    Elizabeth Lail is an American actress best known for her roles in the TV series "You" and "Once Upon a Time."
  • D. Rebecca Cottrell
    Rebecca Cottrell is the wife of Stephen Cottrell, the Archbishop of York in the Church of England.
  • E. Kathleen Layton
    Kathleen Layton is the central protagonist of A. E. van Vogt’s science fiction novel "Slan," around whom the story’s exploration of telepathic mutants and persecution revolves.
  • 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_69d381b3e328819094b23b8edcd29b5a completed April 6, 2026, 9:49 a.m.
NER Named-entity recognition batch_69d4e96f25f48190a41c8b0206b9238c completed April 7, 2026, 11:24 a.m.
NED1 Entity disambiguation (via context triple) batch_69dbb6cbdd30819087c3d980ab68c44e completed April 12, 2026, 3:14 p.m.
NEDg Description generation batch_69dbbb8b0e5c8190afa9aaa134bcebf2 completed April 12, 2026, 3:34 p.m.
NED2 Entity disambiguation (via description) batch_69dbbc3ce1008190a16d442a22d45967 completed April 12, 2026, 3:37 p.m.
Created at: April 6, 2026, noon