Triple

T4681373
Position Surface form Disambiguated ID Type / Status
Subject Deborah Cavendish, Duchess of Devonshire E103809 entity
Predicate birthName P65 FINISHED
Object Deborah Vivien Freeman-Mitford
Deborah Vivien Freeman-Mitford was an English aristocrat, writer, and socialite, best known as one of the Mitford sisters and as the long-serving Duchess of Devonshire who transformed Chatsworth House into a major cultural attraction.
E461427 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: Deborah Vivien Freeman-Mitford | Statement: [Deborah Cavendish, Duchess of Devonshire, birthName, Deborah Vivien Freeman-Mitford]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Deborah Vivien Freeman-Mitford
Context triple: [Deborah Cavendish, Duchess of Devonshire, birthName, Deborah Vivien Freeman-Mitford]
  • A. Dorothy Spencer
    Dorothy Spencer was an American film editor known for her work on numerous Hollywood productions from the 1930s through the 1960s.
  • B. Caroline Ponsonby
    Caroline Ponsonby, better known as Lady Caroline Lamb, was a British aristocrat and novelist famed for her scandalous affair with Lord Byron and her influential Gothic novel "Glenarvon."
  • C. Alexandra Mary Hilda Cadogan
    Alexandra Mary Hilda Cadogan was a British aristocrat and socialite who became Duchess of Marlborough through her marriage to John George Vanderbilt Henry Spencer-Churchill.
  • D. 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.
  • E. Cynthia Curzon
    Cynthia Curzon was a British aristocrat and political figure, the daughter of statesman Lord Curzon, who became closely associated with interwar right-wing politics through her marriage to Oswald Mosley.
  • 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: Deborah Vivien Freeman-Mitford
Triple: [Deborah Cavendish, Duchess of Devonshire, birthName, Deborah Vivien Freeman-Mitford]
Generated description
Deborah Vivien Freeman-Mitford was an English aristocrat, writer, and socialite, best known as one of the Mitford sisters and as the long-serving Duchess of Devonshire who transformed Chatsworth House into a major cultural attraction.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Deborah Vivien Freeman-Mitford
Target entity description: Deborah Vivien Freeman-Mitford was an English aristocrat, writer, and socialite, best known as one of the Mitford sisters and as the long-serving Duchess of Devonshire who transformed Chatsworth House into a major cultural attraction.
  • A. Dorothy Spencer
    Dorothy Spencer was an American film editor known for her work on numerous Hollywood productions from the 1930s through the 1960s.
  • B. Caroline Ponsonby
    Caroline Ponsonby, better known as Lady Caroline Lamb, was a British aristocrat and novelist famed for her scandalous affair with Lord Byron and her influential Gothic novel "Glenarvon."
  • C. Alexandra Mary Hilda Cadogan
    Alexandra Mary Hilda Cadogan was a British aristocrat and socialite who became Duchess of Marlborough through her marriage to John George Vanderbilt Henry Spencer-Churchill.
  • D. 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.
  • E. Cynthia Curzon
    Cynthia Curzon was a British aristocrat and political figure, the daughter of statesman Lord Curzon, who became closely associated with interwar right-wing politics through her marriage to Oswald Mosley.
  • 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_69bd43debbf08190b4bc372e286ec234 completed March 20, 2026, 12:55 p.m.
NER Named-entity recognition batch_69bd636d306081908ff512896f54cb10 completed March 20, 2026, 3:10 p.m.
NED1 Entity disambiguation (via context triple) batch_69be03ac44d481908ecb1fe84184a886 completed March 21, 2026, 2:34 a.m.
NEDg Description generation batch_69be048d53d08190a72fb6d2e788e3c9 completed March 21, 2026, 2:38 a.m.
NED2 Entity disambiguation (via description) batch_69be0529868c8190b20e8966315b263a completed March 21, 2026, 2:40 a.m.
Created at: March 20, 2026, 1:16 p.m.