Triple
T1616576
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | John George Vanderbilt Henry Spencer-Churchill, 11th Duke of Marlborough |
E34731
|
entity |
| Predicate | mother |
P120
|
FINISHED |
| Object |
Alexandra Mary Hilda Cadogan
Alexandra Mary Hilda Cadogan was a British aristocrat and socialite who became Duchess of Marlborough through her marriage to John George Vanderbilt Henry Spencer-Churchill.
|
E207050
|
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: Alexandra Mary Hilda Cadogan | Statement: [John George Vanderbilt Henry Spencer-Churchill, 11th Duke of Marlborough, mother, Alexandra Mary Hilda Cadogan]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Alexandra Mary Hilda Cadogan Context triple: [John George Vanderbilt Henry Spencer-Churchill, 11th Duke of Marlborough, mother, Alexandra Mary Hilda Cadogan]
-
A.
Cynthia Curzon
Cynthia Curzon was a British aristocrat and political figure, the daughter of statesman Lord Curzon, who became closely associated with interwar right-wing politics through her marriage to Oswald Mosley.
-
B.
Arabella Churchill
Arabella Churchill was an English noblewoman best known as a longtime mistress of King James II of England and the mother of several of his illegitimate children.
-
C.
Diana Churchill
Diana Churchill was the eldest daughter of British Prime Minister Winston Churchill and Clementine Churchill, known for her work as an actress and her involvement in public life during the mid-20th century.
-
D.
Dorothy Spencer
Dorothy Spencer was an American film editor known for her work on numerous Hollywood productions from the 1930s through the 1960s.
-
E.
Kathleen Cavendish, Marchioness of Hartington
Kathleen Cavendish, Marchioness of Hartington was an American socialite and member of the Kennedy family who married into the British aristocracy and died tragically in a 1948 plane crash.
- 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: Alexandra Mary Hilda Cadogan Triple: [John George Vanderbilt Henry Spencer-Churchill, 11th Duke of Marlborough, mother, Alexandra Mary Hilda Cadogan]
Generated description
Alexandra Mary Hilda Cadogan was a British aristocrat and socialite who became Duchess of Marlborough through her marriage to John George Vanderbilt Henry Spencer-Churchill.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Alexandra Mary Hilda Cadogan Target entity description: Alexandra Mary Hilda Cadogan was a British aristocrat and socialite who became Duchess of Marlborough through her marriage to John George Vanderbilt Henry Spencer-Churchill.
-
A.
Cynthia Curzon
Cynthia Curzon was a British aristocrat and political figure, the daughter of statesman Lord Curzon, who became closely associated with interwar right-wing politics through her marriage to Oswald Mosley.
-
B.
Arabella Churchill
Arabella Churchill was an English noblewoman best known as a longtime mistress of King James II of England and the mother of several of his illegitimate children.
-
C.
Diana Churchill
Diana Churchill was the eldest daughter of British Prime Minister Winston Churchill and Clementine Churchill, known for her work as an actress and her involvement in public life during the mid-20th century.
-
D.
Dorothy Spencer
Dorothy Spencer was an American film editor known for her work on numerous Hollywood productions from the 1930s through the 1960s.
-
E.
Kathleen Cavendish, Marchioness of Hartington
Kathleen Cavendish, Marchioness of Hartington was an American socialite and member of the Kennedy family who married into the British aristocracy and died tragically in a 1948 plane crash.
- 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_69a885ffc5ec819091afa325d5f9611c |
completed | March 4, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69a909abbec081908f95547471530ad5 |
completed | March 5, 2026, 4:42 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69adc98fb2288190aeae9e48c146658f |
completed | March 8, 2026, 7:10 p.m. |
| NEDg | Description generation | batch_69adcb3817ac8190b8a58976a5b515a0 |
completed | March 8, 2026, 7:17 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69adce7c1f9c819095214cc90c01c8ff |
completed | March 8, 2026, 7:31 p.m. |
Created at: March 4, 2026, 7:28 p.m.