Triple

T872867
Position Surface form Disambiguated ID Type / Status
Subject Barchester Towers E18851 entity
Predicate mainCharacter P1183 FINISHED
Object Charlotte Stanhope
Charlotte Stanhope is a clever, manipulative young woman in Anthony Trollope’s novel "Barchester Towers," known for her scheming involvement in the social and romantic intrigues of Barchester society.
E128966 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: Charlotte Stanhope | Statement: [Barchester Towers, mainCharacter, Charlotte Stanhope]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Charlotte Stanhope
Context triple: [Barchester Towers, mainCharacter, Charlotte Stanhope]
  • A. Kathleen Cavendish, Marchioness of Hartington
    Kathleen Cavendish, Marchioness of Hartington was an American socialite and member of the Kennedy family who married into the British aristocracy and died tragically in a 1948 plane crash.
  • B. Deborah Cavendish, Duchess of Devonshire
    Deborah Cavendish, Duchess of Devonshire was a British aristocrat, writer, and renowned chatelaine of Chatsworth House, celebrated for transforming the estate into a major cultural and tourist destination.
  • C. Lady Dorothy Cavendish
    Lady Dorothy Cavendish was an 18th-century English aristocrat and daughter of the 4th Duke of Devonshire, known for her marriage to Prime Minister William Cavendish-Bentinck, 3rd Duke of Portland.
  • D. Mary Elizabeth Townshend
    Mary Elizabeth Townshend was a British aristocrat of the late 18th and early 19th centuries, known primarily as the wife of John Pitt, 2nd Earl of Chatham, and for her connections to prominent political families.
  • E. Mary Churchill
    Mary Churchill was the youngest daughter of British Prime Minister Winston Churchill, known for her wartime service and later public and charitable work.
  • 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: Charlotte Stanhope
Triple: [Barchester Towers, mainCharacter, Charlotte Stanhope]
Generated description
Charlotte Stanhope is a clever, manipulative young woman in Anthony Trollope’s novel "Barchester Towers," known for her scheming involvement in the social and romantic intrigues of Barchester society.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Charlotte Stanhope
Target entity description: Charlotte Stanhope is a clever, manipulative young woman in Anthony Trollope’s novel "Barchester Towers," known for her scheming involvement in the social and romantic intrigues of Barchester society.
  • A. Kathleen Cavendish, Marchioness of Hartington
    Kathleen Cavendish, Marchioness of Hartington was an American socialite and member of the Kennedy family who married into the British aristocracy and died tragically in a 1948 plane crash.
  • B. Deborah Cavendish, Duchess of Devonshire
    Deborah Cavendish, Duchess of Devonshire was a British aristocrat, writer, and renowned chatelaine of Chatsworth House, celebrated for transforming the estate into a major cultural and tourist destination.
  • C. Lady Dorothy Cavendish
    Lady Dorothy Cavendish was an 18th-century English aristocrat and daughter of the 4th Duke of Devonshire, known for her marriage to Prime Minister William Cavendish-Bentinck, 3rd Duke of Portland.
  • D. Mary Elizabeth Townshend
    Mary Elizabeth Townshend was a British aristocrat of the late 18th and early 19th centuries, known primarily as the wife of John Pitt, 2nd Earl of Chatham, and for her connections to prominent political families.
  • E. Mary Churchill
    Mary Churchill was the youngest daughter of British Prime Minister Winston Churchill, known for her wartime service and later public and charitable work.
  • 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_69a4938db1f081909bcd1ad2713b6096 completed March 1, 2026, 7:29 p.m.
NER Named-entity recognition batch_69a4ac97d0f88190b67fcb7fc058e4b9 completed March 1, 2026, 9:16 p.m.
NED1 Entity disambiguation (via context triple) batch_69ac537700548190aa8ead8c966eb329 completed March 7, 2026, 4:33 p.m.
NEDg Description generation batch_69ac55dbc1888190be7899f0e303e8a2 completed March 7, 2026, 4:44 p.m.
NED2 Entity disambiguation (via description) batch_69ac56488f4c819097adf85a5ed28818 completed March 7, 2026, 4:46 p.m.
Created at: March 1, 2026, 7:39 p.m.