Triple

T2094162
Position Surface form Disambiguated ID Type / Status
Subject George Spencer-Churchill, 5th Duke of Marlborough E32740 entity
Predicate spouse P13 FINISHED
Object Lady Susan Stewart
Lady Susan Stewart was a British aristocrat of the 18th–19th century who became Duchess of Marlborough through her marriage to George Spencer-Churchill, 5th Duke of Marlborough.
E234790 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 Susan Stewart | Statement: [George Spencer-Churchill, 5th Duke of Marlborough, spouse, Lady Susan Stewart]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Lady Susan Stewart
Context triple: [George Spencer-Churchill, 5th Duke of Marlborough, spouse, Lady Susan Stewart]
  • A. Lady Seymour
    Lady Seymour is the noble title held by Jane Seymour, the third wife of King Henry VIII of England and queen consort from 1536 until her death in 1537.
  • B. Charlotte Stanhope
    Charlotte Stanhope is a clever, manipulative young woman in Anthony Trollope’s novel "Barchester Towers," known for her scheming involvement in the social and romantic intrigues of Barchester society.
  • C. Lady Jane Fellowes
    Lady Jane Fellowes is a British aristocrat and charity supporter best known as one of the two elder sisters of Diana, Princess of Wales.
  • D. Charlotte Burghes
    Charlotte Burghes was the first wife of British geneticist and evolutionary biologist J. B. S. Haldane, known primarily through her association with him.
  • E. Frances Sidney, Countess of Sussex
    Frances Sidney, Countess of Sussex, was a 16th-century English noblewoman and philanthropist whose endowment led to the founding of Sidney Sussex College at the University of Cambridge.
  • 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 Susan Stewart
Triple: [George Spencer-Churchill, 5th Duke of Marlborough, spouse, Lady Susan Stewart]
Generated description
Lady Susan Stewart was a British aristocrat of the 18th–19th century who became Duchess of Marlborough through her marriage to George Spencer-Churchill, 5th Duke of Marlborough.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Lady Susan Stewart
Target entity description: Lady Susan Stewart was a British aristocrat of the 18th–19th century who became Duchess of Marlborough through her marriage to George Spencer-Churchill, 5th Duke of Marlborough.
  • A. Lady Seymour
    Lady Seymour is the noble title held by Jane Seymour, the third wife of King Henry VIII of England and queen consort from 1536 until her death in 1537.
  • B. Charlotte Stanhope
    Charlotte Stanhope is a clever, manipulative young woman in Anthony Trollope’s novel "Barchester Towers," known for her scheming involvement in the social and romantic intrigues of Barchester society.
  • C. Lady Jane Fellowes
    Lady Jane Fellowes is a British aristocrat and charity supporter best known as one of the two elder sisters of Diana, Princess of Wales.
  • D. Charlotte Burghes
    Charlotte Burghes was the first wife of British geneticist and evolutionary biologist J. B. S. Haldane, known primarily through her association with him.
  • E. Frances Sidney, Countess of Sussex
    Frances Sidney, Countess of Sussex, was a 16th-century English noblewoman and philanthropist whose endowment led to the founding of Sidney Sussex College at the University of Cambridge.
  • 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_69a885eba0708190999696a45cbec816 completed March 4, 2026, 7:20 p.m.
NER Named-entity recognition batch_69abba98c32081908a243bc7088a1510 completed March 7, 2026, 5:41 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae305cb77c819085c4f3eb2223f749 completed March 9, 2026, 2:28 a.m.
NEDg Description generation batch_69ae30f6b7c4819080cb7cb7adc1f6d3 completed March 9, 2026, 2:31 a.m.
NED2 Entity disambiguation (via description) batch_69ae31871d408190a4ae64372660fa79 completed March 9, 2026, 2:33 a.m.
Created at: March 4, 2026, 7:43 p.m.