Triple

T894635
Position Surface form Disambiguated ID Type / Status
Subject Harold Macmillan E19315 entity
Predicate spouse P13 FINISHED
Object Dorothy Cavendish
Dorothy Cavendish was a British aristocrat and political hostess, best known as the wife of Conservative Prime Minister Harold Macmillan and a member of the influential Cavendish/Devonshire family.
 E129700 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: Dorothy Cavendish | Statement: [Harold Macmillan, spouse, Dorothy Cavendish]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Dorothy Cavendish
Context triple: [Harold Macmillan, spouse, Dorothy Cavendish]
  • A. 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.
  • B. 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.
  • C. 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.
  • D. Dorothy Fane
    Dorothy Fane was an 18th-century British aristocrat best known as the wife of John Montagu, 4th Earl of Sandwich, a prominent statesman in Georgian England.
  • E. Sofia Wellesley
    Sofia Wellesley is a British legal consultant and socialite, known for her work in law and her marriage to singer-songwriter James Blunt.
  • 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: Dorothy Cavendish
Triple: [Harold Macmillan, spouse, Dorothy Cavendish]
Generated description
Dorothy Cavendish was a British aristocrat and political hostess, best known as the wife of Conservative Prime Minister Harold Macmillan and a member of the influential Cavendish/Devonshire family.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Dorothy Cavendish
Target entity description: Dorothy Cavendish was a British aristocrat and political hostess, best known as the wife of Conservative Prime Minister Harold Macmillan and a member of the influential Cavendish/Devonshire family.
  • A. 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.
  • B. 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.
  • C. 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.
  • D. Dorothy Fane
    Dorothy Fane was an 18th-century British aristocrat best known as the wife of John Montagu, 4th Earl of Sandwich, a prominent statesman in Georgian England.
  • E. Sofia Wellesley
    Sofia Wellesley is a British legal consultant and socialite, known for her work in law and her marriage to singer-songwriter James Blunt.
  • 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_69a4939d37188190848be3d426ebc9ae completed March 1, 2026, 7:29 p.m.
NER Named-entity recognition batch_69a4ad22b6fc819093e655c8ce1f738b completed March 1, 2026, 9:18 p.m.
NED1 Entity disambiguation (via context triple) batch_69ac598e6ccc8190b0d75d36036f5e42 completed March 7, 2026, 4:59 p.m.
NEDg Description generation batch_69ac5a8b342881909b11d86270717d72 completed March 7, 2026, 5:04 p.m.
NED2 Entity disambiguation (via description) batch_69ac5af24a948190a37c832508149a48 completed March 7, 2026, 5:05 p.m.
Created at: March 1, 2026, 7:39 p.m.