Triple

T7449041
Position Surface form Disambiguated ID Type / Status
Subject Duchess of Marlborough E171958 entity
Predicate notableTitleHolder P1918 FINISHED
Object Gladys Deacon, Duchess of Marlborough
Gladys Deacon, Duchess of Marlborough, was an American-born socialite and famed beauty of the early 20th century who became the second wife of the 9th Duke of Marlborough and was known for her eccentricity and turbulent marriage.
E672207 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: Gladys Deacon, Duchess of Marlborough | Statement: [Duchess of Marlborough, notableTitleHolder, Gladys Deacon, Duchess of Marlborough]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Gladys Deacon, Duchess of Marlborough
Context triple: [Duchess of Marlborough, notableTitleHolder, Gladys Deacon, Duchess of Marlborough]
  • A. Henrietta Churchill, 2nd Duchess of Marlborough
    Henrietta Churchill, 2nd Duchess of Marlborough, was an English noblewoman and political heiress who inherited the Marlborough title in her own right and played a key role in preserving the Churchill-Godolphin family’s wealth and influence in the early 18th century.
  • B. Countess of Athlone
    The Countess of Athlone was the title held by Princess Alice, a member of the British royal family and granddaughter of Queen Victoria who became a prominent royal figure in the early to mid-20th century.
  • C. Rose Leveson-Gower, Countess Granville
    Rose Leveson-Gower, Countess Granville was a British aristocrat and elder sister of Queen Elizabeth The Queen Mother, known for her role in royal social circles and public life in the early to mid-20th century.
  • D. Lady Anne Spencer-Churchill
    Lady Anne Spencer-Churchill was a British aristocrat of the prominent Spencer-Churchill family, connected to the Dukes of Marlborough and the wider Churchill lineage.
  • E. Countess of Gloucester
    The Countess of Gloucester was a prominent English noble title in the Middle Ages, often held by women connected to the royal family and associated with extensive lands and political influence in the county of Gloucestershire.
  • 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: Gladys Deacon, Duchess of Marlborough
Triple: [Duchess of Marlborough, notableTitleHolder, Gladys Deacon, Duchess of Marlborough]
Generated description
Gladys Deacon, Duchess of Marlborough, was an American-born socialite and famed beauty of the early 20th century who became the second wife of the 9th Duke of Marlborough and was known for her eccentricity and turbulent marriage.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Gladys Deacon, Duchess of Marlborough
Target entity description: Gladys Deacon, Duchess of Marlborough, was an American-born socialite and famed beauty of the early 20th century who became the second wife of the 9th Duke of Marlborough and was known for her eccentricity and turbulent marriage.
  • A. Henrietta Churchill, 2nd Duchess of Marlborough
    Henrietta Churchill, 2nd Duchess of Marlborough, was an English noblewoman and political heiress who inherited the Marlborough title in her own right and played a key role in preserving the Churchill-Godolphin family’s wealth and influence in the early 18th century.
  • B. Countess of Athlone
    The Countess of Athlone was the title held by Princess Alice, a member of the British royal family and granddaughter of Queen Victoria who became a prominent royal figure in the early to mid-20th century.
  • C. Rose Leveson-Gower, Countess Granville
    Rose Leveson-Gower, Countess Granville was a British aristocrat and elder sister of Queen Elizabeth The Queen Mother, known for her role in royal social circles and public life in the early to mid-20th century.
  • D. Lady Anne Spencer-Churchill
    Lady Anne Spencer-Churchill was a British aristocrat of the prominent Spencer-Churchill family, connected to the Dukes of Marlborough and the wider Churchill lineage.
  • E. Countess of Gloucester
    The Countess of Gloucester was a prominent English noble title in the Middle Ages, often held by women connected to the royal family and associated with extensive lands and political influence in the county of Gloucestershire.
  • 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_69c68a65402881908f7869368eb746fb completed March 27, 2026, 1:47 p.m.
NER Named-entity recognition batch_69c6f389ddd48190a4b8753c67220c4f completed March 27, 2026, 9:15 p.m.
NED1 Entity disambiguation (via context triple) batch_69c84ee844cc819081f44426658c7e27 completed March 28, 2026, 9:58 p.m.
NEDg Description generation batch_69c852da8c048190b2a0696f2e7b65c1 completed March 28, 2026, 10:14 p.m.
NED2 Entity disambiguation (via description) batch_69c853958b748190b4ecc9797389cc85 completed March 28, 2026, 10:17 p.m.
Created at: March 27, 2026, 3:14 p.m.