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.