Triple

T319314
Position Surface form Disambiguated ID Type / Status
Subject Lord Stanley of Preston E7776 entity
Predicate spouse P13 FINISHED
Object Lady Constance Villiers
Lady Constance Villiers was a British aristocrat and social figure of the 19th century, known primarily as the wife of Frederick Stanley, 16th Earl of Derby and later Governor General of Canada.
E48189 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 Constance Villiers | Statement: [Lord Stanley of Preston, spouse, Lady Constance Villiers]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Lady Constance Villiers
Context triple: [Lord Stanley of Preston, spouse, Lady Constance Villiers]
  • A. Henrietta Godolphin, 2nd Duchess of Marlborough
    Henrietta Godolphin, 2nd Duchess of Marlborough was an English noblewoman and political figure who inherited the Marlborough dukedom in her own right and played a significant role in early 18th-century British aristocratic and court life.
  • B. Sarah Churchill, Duchess of Marlborough
    Sarah Churchill, Duchess of Marlborough, was a powerful English courtier and close confidante of Queen Anne who became one of the most influential women and political figures of the early 18th century.
  • C. Charlotte Lee, Countess of Lichfield
    Charlotte Lee, Countess of Lichfield, was an English noblewoman of the late 17th century, best known as the illegitimate daughter of King James II of England and a prominent figure at the Restoration court.
  • D. Sarah Churchill
    Sarah Churchill was a British actress and dancer, and the daughter of wartime Prime Minister Winston Churchill and Clementine Churchill.
  • E. Countess of Orford
    The Countess of Orford is a British noble title traditionally held by the wife or a female holder of the Earldom of Orford in the Peerage of Great Britain.
  • 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 Constance Villiers
Triple: [Lord Stanley of Preston, spouse, Lady Constance Villiers]
Generated description
Lady Constance Villiers was a British aristocrat and social figure of the 19th century, known primarily as the wife of Frederick Stanley, 16th Earl of Derby and later Governor General of Canada.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Lady Constance Villiers
Target entity description: Lady Constance Villiers was a British aristocrat and social figure of the 19th century, known primarily as the wife of Frederick Stanley, 16th Earl of Derby and later Governor General of Canada.
  • A. Henrietta Godolphin, 2nd Duchess of Marlborough
    Henrietta Godolphin, 2nd Duchess of Marlborough was an English noblewoman and political figure who inherited the Marlborough dukedom in her own right and played a significant role in early 18th-century British aristocratic and court life.
  • B. Sarah Churchill, Duchess of Marlborough
    Sarah Churchill, Duchess of Marlborough, was a powerful English courtier and close confidante of Queen Anne who became one of the most influential women and political figures of the early 18th century.
  • C. Charlotte Lee, Countess of Lichfield
    Charlotte Lee, Countess of Lichfield, was an English noblewoman of the late 17th century, best known as the illegitimate daughter of King James II of England and a prominent figure at the Restoration court.
  • D. Sarah Churchill
    Sarah Churchill was a British actress and dancer, and the daughter of wartime Prime Minister Winston Churchill and Clementine Churchill.
  • E. Countess of Orford
    The Countess of Orford is a British noble title traditionally held by the wife or a female holder of the Earldom of Orford in the Peerage of Great Britain.
  • 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_69a2e7e7af7881908890039d6be4e9b8 completed Feb. 28, 2026, 1:04 p.m.
NER Named-entity recognition batch_69a2ea7edbc48190b9031bd1af48f72a completed Feb. 28, 2026, 1:15 p.m.
NED1 Entity disambiguation (via context triple) batch_69a3faf81e108190b85040e8de93bfcb completed March 1, 2026, 8:38 a.m.
NEDg Description generation batch_69a3fbc934008190b9af541771703b8c completed March 1, 2026, 8:41 a.m.
NED2 Entity disambiguation (via description) batch_69a3fc1676ec819099738ad3007452bc completed March 1, 2026, 8:43 a.m.
Created at: Feb. 28, 2026, 1:08 p.m.