Triple

T16135594
Position Surface form Disambiguated ID Type / Status
Subject Alexander Hamilton, 10th Duke of Hamilton E391516 entity
Predicate spouse P13 FINISHED
Object Susan Euphemia Beckford
Susan Euphemia Beckford was a British aristocrat and heiress who became Duchess of Hamilton through her marriage to Alexander Hamilton, 10th Duke of Hamilton.
E1196378 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 Euphemia Beckford | Statement: [Alexander Hamilton, 10th Duke of Hamilton, spouse, Susan Euphemia Beckford]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Susan Euphemia Beckford
Context triple: [Alexander Hamilton, 10th Duke of Hamilton, spouse, Susan Euphemia Beckford]
  • A. Luisa Porritt
    Luisa Porritt is a British Liberal Democrat politician who served as a Member of the European Parliament and was her party’s candidate for Mayor of London in 2021.
  • B. Elizabeth Gibbon
    Elizabeth Gibbon was an English gentlewoman of the late 17th and early 18th centuries, best known as the mother of Philip Yorke, 1st Earl of Hardwicke, who became Lord Chancellor of Great Britain.
  • C. Catherine Barlow
    Catherine Barlow was the wife of Scottish chemist and geologist William Hamilton, known primarily through her marriage into his prominent scientific and social circle.
  • D. Mary Anne Frere
    Mary Anne Frere was a member of the Frere family of British colonial administrators and gentry, known primarily as the sister of Sir Henry Bartle Frere.
  • E. Georgina Chapman
    Georgina Chapman is a British fashion designer, actress, and co-founder of the luxury label Marchesa.
  • 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 Euphemia Beckford
Triple: [Alexander Hamilton, 10th Duke of Hamilton, spouse, Susan Euphemia Beckford]
Generated description
Susan Euphemia Beckford was a British aristocrat and heiress who became Duchess of Hamilton through her marriage to Alexander Hamilton, 10th Duke of Hamilton.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Susan Euphemia Beckford
Target entity description: Susan Euphemia Beckford was a British aristocrat and heiress who became Duchess of Hamilton through her marriage to Alexander Hamilton, 10th Duke of Hamilton.
  • A. Luisa Porritt
    Luisa Porritt is a British Liberal Democrat politician who served as a Member of the European Parliament and was her party’s candidate for Mayor of London in 2021.
  • B. Elizabeth Gibbon
    Elizabeth Gibbon was an English gentlewoman of the late 17th and early 18th centuries, best known as the mother of Philip Yorke, 1st Earl of Hardwicke, who became Lord Chancellor of Great Britain.
  • C. Catherine Barlow
    Catherine Barlow was the wife of Scottish chemist and geologist William Hamilton, known primarily through her marriage into his prominent scientific and social circle.
  • D. Mary Anne Frere
    Mary Anne Frere was a member of the Frere family of British colonial administrators and gentry, known primarily as the sister of Sir Henry Bartle Frere.
  • E. Georgina Chapman
    Georgina Chapman is a British fashion designer, actress, and co-founder of the luxury label Marchesa.
  • 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_69d87f1bb0988190b490d273dbf3fd03 completed April 10, 2026, 4:39 a.m.
NER Named-entity recognition batch_69e21a04666c819091f36c5a2497d2e7 completed April 17, 2026, 11:31 a.m.
NED1 Entity disambiguation (via context triple) batch_69fff2b39bbc8190a2cb77a3f0a329fd completed May 10, 2026, 2:51 a.m.
NEDg Description generation batch_69fff3806ab08190b2450b0f1f4bfc3c completed May 10, 2026, 2:54 a.m.
NED2 Entity disambiguation (via description) batch_69fff3f2760c8190a58fedc2798614ae completed May 10, 2026, 2:56 a.m.
Created at: April 10, 2026, 5:01 a.m.