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.