Triple

T18490394
Position Surface form Disambiguated ID Type / Status
Subject Lord Durham E451802 entity
Predicate mother P120 FINISHED
Object 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.
E1328460 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 Anne Barbara Frances Villiers | Statement: [Lord Durham, mother, Lady Anne Barbara Frances Villiers]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Lady Anne Barbara Frances Villiers
Context triple: [Lord Durham, mother, Lady Anne Barbara Frances 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 Cavendish
    Lady Anne Cavendish was an English aristocrat of the prominent Cavendish family, known as a daughter of the 10th Duke of Devonshire and sister to several notable Mitford sisters.
  • C. Lady Anne Cavendish
    Lady Anne Cavendish was an English aristocrat of the late 17th and early 18th centuries, born into the influential Cavendish family headed by the Dukes of Devonshire.
  • D. Mary Villiers, Duchess of Richmond and Lennox
    Mary Villiers, Duchess of Richmond and Lennox, was a prominent 17th-century English noblewoman and courtier, noted for her influential position at the Stuart court and her strategic dynastic marriages.
  • E. Lady Anne Coke
    Lady Anne Coke is a British aristocrat and member of the prominent Coke family, historically associated with Holkham Hall and the Earls of Leicester.
  • 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 Anne Barbara Frances Villiers
Triple: [Lord Durham, mother, Lady Anne Barbara Frances Villiers]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Lady Anne Barbara Frances Villiers
Target entity description: 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.
  • 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 Cavendish
    Lady Anne Cavendish was an English aristocrat of the prominent Cavendish family, known as a daughter of the 10th Duke of Devonshire and sister to several notable Mitford sisters.
  • C. Lady Anne Cavendish
    Lady Anne Cavendish was an English aristocrat of the late 17th and early 18th centuries, born into the influential Cavendish family headed by the Dukes of Devonshire.
  • D. Mary Villiers, Duchess of Richmond and Lennox
    Mary Villiers, Duchess of Richmond and Lennox, was a prominent 17th-century English noblewoman and courtier, noted for her influential position at the Stuart court and her strategic dynastic marriages.
  • E. Lady Anne Coke
    Lady Anne Coke is a British aristocrat and member of the prominent Coke family, historically associated with Holkham Hall and the Earls of Leicester.
  • 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_69d8d3855d50819097fc8561b0299dd9 completed April 10, 2026, 10:40 a.m.
NER Named-entity recognition batch_69e531db64b8819089f638718dddb1dc completed April 19, 2026, 7:49 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0491633978819092820daa682164fd completed May 13, 2026, 2:57 p.m.
NEDg Description generation batch_6a04920be21881908f8aac148aa0ae4d completed May 13, 2026, 3 p.m.
NED2 Entity disambiguation (via description) batch_6a0492a5f9148190911747f8d50540e3 completed May 13, 2026, 3:03 p.m.
Created at: April 10, 2026, 11:35 a.m.