Triple
T1616577
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | John George Vanderbilt Henry Spencer-Churchill, 11th Duke of Marlborough |
E34731
|
entity |
| Predicate | spouse |
P13
|
FINISHED |
| Object |
Susan Mary Hornby
Susan Mary Hornby was a British aristocrat best known as the first wife of John George Vanderbilt Henry Spencer-Churchill, the 11th Duke of Marlborough.
|
E278708
|
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: Susan Mary Hornby | Statement: [John George Vanderbilt Henry Spencer-Churchill, 11th Duke of Marlborough, spouse, Susan Mary Hornby]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Susan Mary Hornby Context triple: [John George Vanderbilt Henry Spencer-Churchill, 11th Duke of Marlborough, spouse, Susan Mary Hornby]
-
A.
Dorothy Yorke
Dorothy Yorke was the wife of Thomas Dudley, a prominent early colonial leader and multiple-term governor of the Massachusetts Bay Colony.
-
B.
Harriet Eckersall
Harriet Eckersall was the wife of the influential British economist and demographer Thomas Robert Malthus.
-
C.
Helen Coombe
Helen Coombe was a British artist associated with the early 20th-century Bloomsbury circle and the first wife of art critic and painter Roger Fry.
-
D.
Helen Melland
Helen Melland was the wife of British Prime Minister Herbert Henry Asquith and a member of the English upper-middle class in the late 19th century.
-
E.
Elizabeth Minshull
Elizabeth Minshull was the third wife and later-life caretaker of the English poet John Milton, whom she married in 1663.
- 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: Susan Mary Hornby Triple: [John George Vanderbilt Henry Spencer-Churchill, 11th Duke of Marlborough, spouse, Susan Mary Hornby]
Generated description
Susan Mary Hornby was a British aristocrat best known as the first wife of John George Vanderbilt Henry Spencer-Churchill, the 11th Duke of Marlborough.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Susan Mary Hornby Target entity description: Susan Mary Hornby was a British aristocrat best known as the first wife of John George Vanderbilt Henry Spencer-Churchill, the 11th Duke of Marlborough.
-
A.
Dorothy Yorke
Dorothy Yorke was the wife of Thomas Dudley, a prominent early colonial leader and multiple-term governor of the Massachusetts Bay Colony.
-
B.
Harriet Eckersall
Harriet Eckersall was the wife of the influential British economist and demographer Thomas Robert Malthus.
-
C.
Helen Coombe
Helen Coombe was a British artist associated with the early 20th-century Bloomsbury circle and the first wife of art critic and painter Roger Fry.
-
D.
Helen Melland
Helen Melland was the wife of British Prime Minister Herbert Henry Asquith and a member of the English upper-middle class in the late 19th century.
-
E.
Elizabeth Minshull
Elizabeth Minshull was the third wife and later-life caretaker of the English poet John Milton, whom she married in 1663.
- 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_69af6529905081909bd9e7c51fc21f77 |
completed | March 10, 2026, 12:26 a.m. |
| NEDg | Description generation | batch_69af66195b2c81908f9af299fe4966d4 |
completed | March 10, 2026, 12:30 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69af66a5c9c08190808ad50b1c9e258f |
completed | March 10, 2026, 12:32 a.m. |
Created at: March 4, 2026, 7:28 p.m.