Triple

T5317348
Position Surface form Disambiguated ID Type / Status
Subject Emma (1996 film) E121582 entity
Predicate character P662 FINISHED
Object Frank Churchill
Frank Churchill is a charming yet secretive young gentleman in Jane Austen's "Emma," whose flirtatious behavior and hidden engagement create much of the novel’s romantic confusion.
E513651 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: Frank Churchill | Statement: [Emma (1996 film), character, Frank Churchill]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Frank Churchill
Context triple: [Emma (1996 film), character, Frank Churchill]
  • A. Frank Churchill
    Frank Churchill was an American film composer best known for his influential work on early Walt Disney animated features, including the score for "Snow White and the Seven Dwarfs."
  • B. Diana Churchill
    Diana Churchill was the eldest daughter of British Prime Minister Winston Churchill and Clementine Churchill, known for her work as an actress and her involvement in public life during the mid-20th century.
  • C. Arabella Churchill
    Arabella Churchill was an English noblewoman best known as a longtime mistress of King James II of England and the mother of several of his illegitimate children.
  • D. Marguerite Churchill
    Marguerite Churchill was an American film and stage actress of the early 20th century, known for her leading roles in Hollywood’s early sound era.
  • E. Caroline Ponsonby
    Caroline Ponsonby, better known as Lady Caroline Lamb, was a British aristocrat and novelist famed for her scandalous affair with Lord Byron and her influential Gothic novel "Glenarvon."
  • 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: Frank Churchill
Triple: [Emma (1996 film), character, Frank Churchill]
Generated description
Frank Churchill is a charming yet secretive young gentleman in Jane Austen's "Emma," whose flirtatious behavior and hidden engagement create much of the novel’s romantic confusion.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Frank Churchill
Target entity description: Frank Churchill is a charming yet secretive young gentleman in Jane Austen's "Emma," whose flirtatious behavior and hidden engagement create much of the novel’s romantic confusion.
  • A. Frank Churchill
    Frank Churchill was an American film composer best known for his influential work on early Walt Disney animated features, including the score for "Snow White and the Seven Dwarfs."
  • B. Diana Churchill
    Diana Churchill was the eldest daughter of British Prime Minister Winston Churchill and Clementine Churchill, known for her work as an actress and her involvement in public life during the mid-20th century.
  • C. Arabella Churchill
    Arabella Churchill was an English noblewoman best known as a longtime mistress of King James II of England and the mother of several of his illegitimate children.
  • D. Marguerite Churchill
    Marguerite Churchill was an American film and stage actress of the early 20th century, known for her leading roles in Hollywood’s early sound era.
  • E. Caroline Ponsonby
    Caroline Ponsonby, better known as Lady Caroline Lamb, was a British aristocrat and novelist famed for her scandalous affair with Lord Byron and her influential Gothic novel "Glenarvon."
  • 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_69bd463d956c819088105c3db802c017 completed March 20, 2026, 1:06 p.m.
NER Named-entity recognition batch_69bd854fd07c8190b4f1c3c8e618c308 completed March 20, 2026, 5:35 p.m.
NED1 Entity disambiguation (via context triple) batch_69bf21b8692881908f04d8cfd7d3d10d completed March 21, 2026, 10:54 p.m.
NEDg Description generation batch_69bf232d7a888190878f7a3ce769dd83 completed March 21, 2026, 11:01 p.m.
NED2 Entity disambiguation (via description) batch_69bf23c3ad9c8190b84a31a4b8fe8fca completed March 21, 2026, 11:03 p.m.
Created at: March 20, 2026, 1:59 p.m.