Triple

T19982619
Position Surface form Disambiguated ID Type / Status
Subject Mrs. Ferrars E493853 entity
Predicate opposesMarriageBetween P437 FINISHED
Object Edward Ferrars and Lucy Steele
Edward Ferrars and Lucy Steele are characters in Jane Austen’s novel "Sense and Sensibility" whose secret engagement creates social and familial conflict.
E1403745 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: Edward Ferrars and Lucy Steele | Statement: [Mrs. Ferrars, opposesMarriageBetween, Edward Ferrars and Lucy Steele]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Edward Ferrars and Lucy Steele
Context triple: [Mrs. Ferrars, opposesMarriageBetween, Edward Ferrars and Lucy Steele]
  • A. Edward Ferrars
    Edward Ferrars is a reserved, honorable young gentleman in Jane Austen's "Sense and Sensibility," best known as Elinor Dashwood's love interest and a central figure in the story's exploration of duty and affection.
  • B. 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.
  • C. Elizabeth Bennet and Fitzwilliam Darcy
    Elizabeth Bennet and Fitzwilliam Darcy are the central romantic couple of Jane Austen’s novel "Pride and Prejudice," whose initially fraught relationship develops into a profound mutual understanding and marriage.
  • D. Robert Ferrars
    Robert Ferrars is a minor but memorable comic character in Jane Austen's novel "Sense and Sensibility," known for his vanity, frivolity, and concern with social status.
  • E. Mr. Bingley
    Mr. Bingley is a wealthy, amiable gentleman and close friend of Mr. Darcy who becomes Jane Bennet’s love interest in Jane Austen’s novel "Pride and Prejudice."
  • 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: Edward Ferrars and Lucy Steele
Triple: [Mrs. Ferrars, opposesMarriageBetween, Edward Ferrars and Lucy Steele]
Generated description
Edward Ferrars and Lucy Steele are characters in Jane Austen’s novel "Sense and Sensibility" whose secret engagement creates social and familial conflict.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Edward Ferrars and Lucy Steele
Target entity description: Edward Ferrars and Lucy Steele are characters in Jane Austen’s novel "Sense and Sensibility" whose secret engagement creates social and familial conflict.
  • A. Edward Ferrars chosen
    Edward Ferrars is a reserved, honorable young gentleman in Jane Austen's "Sense and Sensibility," best known as Elinor Dashwood's love interest and a central figure in the story's exploration of duty and affection.
  • B. 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.
  • C. Elizabeth Bennet and Fitzwilliam Darcy
    Elizabeth Bennet and Fitzwilliam Darcy are the central romantic couple of Jane Austen’s novel "Pride and Prejudice," whose initially fraught relationship develops into a profound mutual understanding and marriage.
  • D. Robert Ferrars
    Robert Ferrars is a minor but memorable comic character in Jane Austen's novel "Sense and Sensibility," known for his vanity, frivolity, and concern with social status.
  • E. Mr. Bingley
    Mr. Bingley is a wealthy, amiable gentleman and close friend of Mr. Darcy who becomes Jane Bennet’s love interest in Jane Austen’s novel "Pride and Prejudice."
  • F. None of above.

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_69da626a67648190af9653832a3aeced completed April 11, 2026, 3:02 p.m.
NER Named-entity recognition batch_69e65d14c3c08190b1ba8f4da08a4ccf completed April 20, 2026, 5:06 p.m.
NED1 Entity disambiguation (via context triple) batch_6a07fdddbf5c81908e194fb1d6c31e15 completed May 16, 2026, 5:17 a.m.
NEDg Description generation batch_6a07fea23a988190832115346f8889ca completed May 16, 2026, 5:20 a.m.
NED2 Entity disambiguation (via description) batch_6a07ff4a59608190a17f30f60c879efc completed May 16, 2026, 5:23 a.m.
Created at: April 11, 2026, 3:28 p.m.