Triple

T20481496
Position Surface form Disambiguated ID Type / Status
Subject Mary Villiers, Duchess of Richmond and Lennox E502463 entity
Predicate titleHeldByBirth P73615 FINISHED
Object Lady Mary Villiers
Lady Mary Villiers was an English noblewoman of the early 17th century, renowned for her beauty, high-status court connections, and later elevation as Duchess of Richmond and Lennox.
E1434399 NE FINISHED

How this triple was built (5 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 Mary Villiers | Statement: [Mary Villiers, Duchess of Richmond and Lennox, titleHeldByBirth, Lady Mary Villiers]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Lady Mary Villiers
Context triple: [Mary Villiers, Duchess of Richmond and Lennox, titleHeldByBirth, Lady Mary Villiers]
  • A. Lady Maria Theresa Villiers
    Lady Maria Theresa Villiers was a 19th-century British aristocrat and political hostess connected to the influential Villiers family and married to statesman Sir George Cornewall Lewis.
  • B. Lady Anne Barbara Frances Villiers
    Lady Anne Barbara Frances Villiers was a British aristocrat of the prominent Villiers family and the mother of John Lambton, 1st Earl of Durham, a notable 19th-century statesman.
  • C. Barbara Villiers, Duchess of Cleveland
    Barbara Villiers, Duchess of Cleveland, was a prominent 17th-century English noblewoman best known as one of King Charles II’s most influential mistresses and the mother of several of his illegitimate children.
  • D. 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.
  • E. Lady Mary Coke
    Lady Mary Coke was an 18th-century British noblewoman and prolific letter-writer whose detailed correspondence provides valuable insight into Georgian high society and politics.
  • 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 Mary Villiers
Triple: [Mary Villiers, Duchess of Richmond and Lennox, titleHeldByBirth, Lady Mary Villiers]
Generated description
Lady Mary Villiers was an English noblewoman of the early 17th century, renowned for her beauty, high-status court connections, and later elevation as Duchess of Richmond and Lennox.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Lady Mary Villiers
Target entity description: Lady Mary Villiers was an English noblewoman of the early 17th century, renowned for her beauty, high-status court connections, and later elevation as Duchess of Richmond and Lennox.
  • A. Lady Maria Theresa Villiers
    Lady Maria Theresa Villiers was a 19th-century British aristocrat and political hostess connected to the influential Villiers family and married to statesman Sir George Cornewall Lewis.
  • B. Lady Anne Barbara Frances Villiers
    Lady Anne Barbara Frances Villiers was a British aristocrat of the prominent Villiers family and the mother of John Lambton, 1st Earl of Durham, a notable 19th-century statesman.
  • C. Barbara Villiers, Duchess of Cleveland
    Barbara Villiers, Duchess of Cleveland, was a prominent 17th-century English noblewoman best known as one of King Charles II’s most influential mistresses and the mother of several of his illegitimate children.
  • D. 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.
  • E. Lady Mary Coke
    Lady Mary Coke was an 18th-century British noblewoman and prolific letter-writer whose detailed correspondence provides valuable insight into Georgian high society and politics.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: titleHeldByBirth
Context triple: [Mary Villiers, Duchess of Richmond and Lennox, titleHeldByBirth, Lady Mary Villiers]
  • A. titleAtBirth chosen
    Indicates the formal title or rank a person held at the time of their birth.
  • B. titleHeldAs
    Indicates that an entity holds or possesses a specific title in a particular capacity or role.
  • C. titleHeldByFamily
    Indicates that a particular title, rank, or honor is held collectively or traditionally by a specific family or family line.
  • D. titleHeldTo
    Indicates that one entity holds or possesses a specific title in relation to another entity or context.
  • E. titleHeldThrough
    Indicates that an entity holds or possesses a title by means of, or via the intermediary of, another entity or mechanism.
  • F. None of above.

Provenance (6 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_69e0b4af32848190aea80682b44d5d6e completed April 16, 2026, 10:06 a.m.
NER Named-entity recognition batch_69e69b56dd248190b6bc4e513aff3c9c completed April 20, 2026, 9:32 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0893ae04f481908da8206dfba0b463 completed May 16, 2026, 3:56 p.m.
NEDg Description generation batch_6a0894c4c8b88190b2ac594477811c7b completed May 16, 2026, 4:01 p.m.
NED2 Entity disambiguation (via description) batch_6a08954be2688190a51911d6922a6413 completed May 16, 2026, 4:03 p.m.
PD Predicate disambiguation batch_69e59fcdf6e08190a604204615dc56e6 completed April 20, 2026, 3:38 a.m.
Created at: April 16, 2026, 11:34 a.m.