Triple

T2182072
Position Surface form Disambiguated ID Type / Status
Subject Liv Tyler E49065 entity
Predicate portrayedCharacter P1668 FINISHED
Object Lady Isabella Fitzwilliam in Harlots
Lady Isabella Fitzwilliam in *Harlots* is an aristocratic woman trapped in a repressive marriage who becomes entangled in the world of Georgian London brothels as she seeks independence and emotional freedom.
E243207 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: Lady Isabella Fitzwilliam in Harlots | Statement: [Liv Tyler, portrayedCharacter, Lady Isabella Fitzwilliam in Harlots]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Lady Isabella Fitzwilliam in Harlots
Context triple: [Liv Tyler, portrayedCharacter, Lady Isabella Fitzwilliam in Harlots]
  • A. Lady Laura Standish
    Lady Laura Standish is a central aristocratic character in Anthony Trollope’s Palliser novels, notably "Phineas Finn," whose complex personal and political relationships drive much of the story’s emotional and social drama.
  • B. Henrietta Middleton
    Henrietta Middleton was a member of the prominent Middleton family of South Carolina and the wife of Edward Rutledge, a signer of the U.S. Declaration of Independence and later governor of South Carolina.
  • C. Lady Grace Holles
    Lady Grace Holles was an English aristocrat of the late 17th and early 18th centuries, notable as a member of the influential Holles family and through her connections to prominent Whig political figures.
  • D. Lady Jane Fellowes
    Lady Jane Fellowes is a British aristocrat and charity supporter best known as one of the two elder sisters of Diana, Princess of Wales.
  • E. Charlotte Boyle, Marchioness of Hartington
    Charlotte Boyle, Marchioness of Hartington, was an 18th-century British noblewoman and heiress whose marriage into the Cavendish family helped transfer the vast Burlington estates, including Chiswick House, to the Dukes of Devonshire.
  • 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: Lady Isabella Fitzwilliam in Harlots
Triple: [Liv Tyler, portrayedCharacter, Lady Isabella Fitzwilliam in Harlots]
Generated description
Lady Isabella Fitzwilliam in *Harlots* is an aristocratic woman trapped in a repressive marriage who becomes entangled in the world of Georgian London brothels as she seeks independence and emotional freedom.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Lady Isabella Fitzwilliam in Harlots
Target entity description: Lady Isabella Fitzwilliam in *Harlots* is an aristocratic woman trapped in a repressive marriage who becomes entangled in the world of Georgian London brothels as she seeks independence and emotional freedom.
  • A. Lady Laura Standish
    Lady Laura Standish is a central aristocratic character in Anthony Trollope’s Palliser novels, notably "Phineas Finn," whose complex personal and political relationships drive much of the story’s emotional and social drama.
  • B. Henrietta Middleton
    Henrietta Middleton was a member of the prominent Middleton family of South Carolina and the wife of Edward Rutledge, a signer of the U.S. Declaration of Independence and later governor of South Carolina.
  • C. Lady Grace Holles
    Lady Grace Holles was an English aristocrat of the late 17th and early 18th centuries, notable as a member of the influential Holles family and through her connections to prominent Whig political figures.
  • D. Lady Jane Fellowes
    Lady Jane Fellowes is a British aristocrat and charity supporter best known as one of the two elder sisters of Diana, Princess of Wales.
  • E. Charlotte Boyle, Marchioness of Hartington
    Charlotte Boyle, Marchioness of Hartington, was an 18th-century British noblewoman and heiress whose marriage into the Cavendish family helped transfer the vast Burlington estates, including Chiswick House, to the Dukes of Devonshire.
  • 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_69a88aa72d348190a9544bb5b8a4e71d completed March 4, 2026, 7:40 p.m.
NER Named-entity recognition batch_69abbef1f8c0819084da6002035bbf93 completed March 7, 2026, 6 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae5da786e48190896cae8fdcee3d83 completed March 9, 2026, 5:41 a.m.
NEDg Description generation batch_69ae5e30a69c8190a3f77e784401f671 completed March 9, 2026, 5:44 a.m.
NED2 Entity disambiguation (via description) batch_69ae5ea7909c8190a93d87a5d07b84d4 completed March 9, 2026, 5:46 a.m.
Created at: March 4, 2026, 7:45 p.m.