Triple

T5110371
Position Surface form Disambiguated ID Type / Status
Subject Edward Ferrars E115198 entity
Predicate formerFiancée P8718 FINISHED
Object Lucy Steele
Lucy Steele is a scheming, socially ambitious young woman in Jane Austen's "Sense and Sensibility" who secretly becomes engaged to Edward Ferrars, complicating his relationship with Elinor Dashwood.
E493854 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: Lucy Steele | Statement: [Edward Ferrars, formerFiancée, Lucy Steele]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Lucy Steele
Context triple: [Edward Ferrars, formerFiancée, Lucy Steele]
  • A. Lucy Aikin
    Lucy Aikin was a prominent English historian, biographer, and writer of the late 18th and early 19th centuries, best known for her historical works on the courts of Elizabeth I and James I.
  • B. Helen Schlegel
    Helen Schlegel is an idealistic, impulsive young woman from E.M. Forster’s novel "Howards End," known for her passionate nature and progressive social views.
  • C. Harriet Westbrook
    Harriet Westbrook was the first wife of English Romantic poet Percy Bysshe Shelley, whose tragic early death and troubled marriage have drawn significant biographical interest.
  • D. Fanny Brawne
    Fanny Brawne was the muse and fiancée of Romantic poet John Keats, remembered for their intense, tragic love affair preserved in his famous letters to her.
  • E. Emma Woodhouse
    Emma Woodhouse is the clever, wealthy, and somewhat meddlesome heroine of Jane Austen’s novel "Emma," known for her misguided attempts at matchmaking in her small English village.
  • 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: Lucy Steele
Triple: [Edward Ferrars, formerFiancée, Lucy Steele]
Generated description
Lucy Steele is a scheming, socially ambitious young woman in Jane Austen's "Sense and Sensibility" who secretly becomes engaged to Edward Ferrars, complicating his relationship with Elinor Dashwood.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Lucy Steele
Target entity description: Lucy Steele is a scheming, socially ambitious young woman in Jane Austen's "Sense and Sensibility" who secretly becomes engaged to Edward Ferrars, complicating his relationship with Elinor Dashwood.
  • A. Lucy Aikin
    Lucy Aikin was a prominent English historian, biographer, and writer of the late 18th and early 19th centuries, best known for her historical works on the courts of Elizabeth I and James I.
  • B. Helen Schlegel
    Helen Schlegel is an idealistic, impulsive young woman from E.M. Forster’s novel "Howards End," known for her passionate nature and progressive social views.
  • C. Harriet Westbrook
    Harriet Westbrook was the first wife of English Romantic poet Percy Bysshe Shelley, whose tragic early death and troubled marriage have drawn significant biographical interest.
  • D. Fanny Brawne
    Fanny Brawne was the muse and fiancée of Romantic poet John Keats, remembered for their intense, tragic love affair preserved in his famous letters to her.
  • E. Emma Woodhouse
    Emma Woodhouse is the clever, wealthy, and somewhat meddlesome heroine of Jane Austen’s novel "Emma," known for her misguided attempts at matchmaking in her small English village.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: formerFiancée
Context triple: [Edward Ferrars, formerFiancée, Lucy Steele]
  • A. formerPartner chosen
    Indicates that one entity was previously in a romantic or partnership relationship with another entity, but that relationship has since ended.
  • B. exSpouse
    Indicates that two people were formerly married to each other but are no longer spouses.
  • C. wasCheatedOnBy
    Indicates that one entity was the victim of infidelity committed by another entity in a romantic or committed relationship.
  • D. spouseAssociatedWith
    Indicates a marital or spousal relationship or close association between two entities.
  • E. breaksUpWith
    Indicates that one entity ends a romantic or intimate relationship with another entity.
  • F. None of above.

Provenance (6 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_69bd4441d1648190a54a533895041987 completed March 20, 2026, 12:57 p.m.
NER Named-entity recognition batch_69bd75ad362c8190b9cbded390aaea3c completed March 20, 2026, 4:28 p.m.
NED1 Entity disambiguation (via context triple) batch_69bebaa719748190930dceaeedb346c2 completed March 21, 2026, 3:35 p.m.
NEDg Description generation batch_69bebb8e5f1c819082f0b59e9524d6e8 completed March 21, 2026, 3:38 p.m.
NED2 Entity disambiguation (via description) batch_69bebc30029081909b5c937308fefcf2 completed March 21, 2026, 3:41 p.m.
PD Predicate disambiguation batch_69bd715fe3a8819087d3065adddba515 completed March 20, 2026, 4:10 p.m.
Created at: March 20, 2026, 1:41 p.m.