Triple
T2665101
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Charles FitzRoy, 2nd Duke of Grafton |
E55615
|
entity |
| Predicate | paternalGrandmother |
P3524
|
FINISHED |
| Object |
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.
|
E286849
|
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: Barbara Villiers, Duchess of Cleveland | Statement: [Charles FitzRoy, 2nd Duke of Grafton, paternalGrandmother, Barbara Villiers, Duchess of Cleveland]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Barbara Villiers, Duchess of Cleveland Context triple: [Charles FitzRoy, 2nd Duke of Grafton, paternalGrandmother, Barbara Villiers, Duchess of Cleveland]
-
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.
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.
Sarah Churchill
Sarah Churchill was a British actress and dancer, and the daughter of wartime Prime Minister Winston Churchill and Clementine Churchill.
-
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.
Mary Churchill
Mary Churchill was the youngest daughter of British Prime Minister Winston Churchill, known for her wartime service and later public and charitable work.
- 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: Barbara Villiers, Duchess of Cleveland Triple: [Charles FitzRoy, 2nd Duke of Grafton, paternalGrandmother, Barbara Villiers, Duchess of Cleveland]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Barbara Villiers, Duchess of Cleveland Target entity description: 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.
-
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.
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.
Sarah Churchill
Sarah Churchill was a British actress and dancer, and the daughter of wartime Prime Minister Winston Churchill and Clementine Churchill.
-
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.
Mary Churchill
Mary Churchill was an English noblewoman of the late 17th and early 18th centuries, born into the prominent Churchill family headed by the 1st Duke of Marlborough.
- 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_69ab49e54de48190be708cd1cf8be073 |
completed | March 6, 2026, 9:40 p.m. |
| NER | Named-entity recognition | batch_69abd96ed2748190a4feae98199b459d |
completed | March 7, 2026, 7:53 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69af98dd6ac081908846f35c8df45b66 |
completed | March 10, 2026, 4:06 a.m. |
| NEDg | Description generation | batch_69af9902096481908d6d427f8dd25c82 |
completed | March 10, 2026, 4:07 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69af996194d48190af933f7571809bc5 |
completed | March 10, 2026, 4:09 a.m. |
Created at: March 6, 2026, 9:54 p.m.