Triple

T1373561
Position Surface form Disambiguated ID Type / Status
Subject George Charles Spencer-Churchill, 8th Duke of Marlborough E30167 entity
Predicate spouse P13 FINISHED
Object Lady Albertha Frances Anne Hamilton
Lady Albertha Frances Anne Hamilton was a 19th-century British aristocrat best known as the first wife of George Charles Spencer-Churchill, 8th Duke of Marlborough, and a member of the prominent Hamilton noble family.
E158130 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 Albertha Frances Anne Hamilton | Statement: [George Charles Spencer-Churchill, 8th Duke of Marlborough, spouse, Lady Albertha Frances Anne Hamilton]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Lady Albertha Frances Anne Hamilton
Context triple: [George Charles Spencer-Churchill, 8th Duke of Marlborough, spouse, Lady Albertha Frances Anne Hamilton]
  • A. Frances Beaufort
    Frances Beaufort was the second wife of Irish inventor and educationalist Richard Lovell Edgeworth and a member of the notable Beaufort family.
  • B. Mary Pitt
    Mary Pitt was a member of the prominent Pitt family of 18th-century Britain, known primarily as a sister of statesman Hester Pitt, Countess of Chatham.
  • C. Henrietta FitzJames
    Henrietta FitzJames was an illegitimate daughter of King James II of England who became an English noblewoman noted for her marriages into prominent aristocratic families.
  • D. Lady Catherine Hamilton Noel
    Lady Catherine Hamilton Noel was a British aristocrat and member of the Noel family, notable as the mother of Charles Noel Carnegie, 10th Earl of Southesk.
  • E. Sophia Stuart
    Sophia Stuart was a lesser-known member of the early 17th-century English royal family, born into the House of Stuart as a daughter of King James VI and I and Anne of Denmark.
  • 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 Albertha Frances Anne Hamilton
Triple: [George Charles Spencer-Churchill, 8th Duke of Marlborough, spouse, Lady Albertha Frances Anne Hamilton]
Generated description
Lady Albertha Frances Anne Hamilton was a 19th-century British aristocrat best known as the first wife of George Charles Spencer-Churchill, 8th Duke of Marlborough, and a member of the prominent Hamilton noble family.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Lady Albertha Frances Anne Hamilton
Target entity description: Lady Albertha Frances Anne Hamilton was a 19th-century British aristocrat best known as the first wife of George Charles Spencer-Churchill, 8th Duke of Marlborough, and a member of the prominent Hamilton noble family.
  • A. Frances Beaufort
    Frances Beaufort was the second wife of Irish inventor and educationalist Richard Lovell Edgeworth and a member of the notable Beaufort family.
  • B. Mary Pitt
    Mary Pitt was a member of the prominent Pitt family of 18th-century Britain, known primarily as a sister of statesman Hester Pitt, Countess of Chatham.
  • C. Henrietta FitzJames
    Henrietta FitzJames was an illegitimate daughter of King James II of England who became an English noblewoman noted for her marriages into prominent aristocratic families.
  • D. Lady Catherine Hamilton Noel
    Lady Catherine Hamilton Noel was a British aristocrat and member of the Noel family, notable as the mother of Charles Noel Carnegie, 10th Earl of Southesk.
  • E. Sophia Stuart
    Sophia Stuart was a lesser-known member of the early 17th-century English royal family, born into the House of Stuart as a daughter of King James VI and I and Anne of Denmark.
  • 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_69a498f912008190a376a98b207b2071 completed March 1, 2026, 7:52 p.m.
NER Named-entity recognition batch_69a4c2f660888190bc9240e0dc4f0aa3 completed March 1, 2026, 10:51 p.m.
NED1 Entity disambiguation (via context triple) batch_69acd48397c88190b5be985bf92d47b8 completed March 8, 2026, 1:44 a.m.
NEDg Description generation batch_69acd4efb73881908dda4973befc6aa5 completed March 8, 2026, 1:46 a.m.
NED2 Entity disambiguation (via description) batch_69acd56ef0b081909df2efee97a4197c completed March 8, 2026, 1:48 a.m.
Created at: March 1, 2026, 7:57 p.m.