Triple

T148278
Position Surface form Disambiguated ID Type / Status
Subject Spencer-Churchill family E3375 entity
Predicate notableMember P10 FINISHED
Object Sarah Churchill, Duchess of Marlborough
Sarah Churchill, Duchess of Marlborough, was a powerful English courtier and close confidante of Queen Anne who became one of the most influential women and political figures of the early 18th century.
E32061 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: Sarah Churchill, Duchess of Marlborough | Statement: [Spencer-Churchill family, notableMember, Sarah Churchill, Duchess of Marlborough]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Sarah Churchill, Duchess of Marlborough
Context triple: [Spencer-Churchill family, notableMember, Sarah Churchill, Duchess of Marlborough]
  • A. Sarah Churchill
    Sarah Churchill was a British actress and dancer, and the daughter of wartime Prime Minister Winston Churchill and Clementine Churchill.
  • B. Hester Grenville, Countess of Chatham
    Hester Grenville, Countess of Chatham, was an 18th-century British aristocrat and political hostess, best known as the wife of Prime Minister William Pitt the Elder and a member of the influential Grenville political family.
  • C. Diana Churchill
    Diana Churchill was the eldest daughter of British Prime Minister Winston Churchill and Clementine Churchill, known for her work as an actress and her involvement in public life during the mid-20th century.
  • D. Anne Hyde
    Anne Hyde was the first wife of the future King James II of England and the mother of two queens, Mary II and Anne.
  • E. Princess Caroline of Great Britain
    Princess Caroline of Great Britain was the third daughter of King George II, known for her intelligence, charitable works, and influential yet unmarried presence at the Hanoverian court in the 18th century.
  • 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: Sarah Churchill, Duchess of Marlborough
Triple: [Spencer-Churchill family, notableMember, Sarah Churchill, Duchess of Marlborough]
Generated description
Sarah Churchill, Duchess of Marlborough, was a powerful English courtier and close confidante of Queen Anne who became one of the most influential women and political figures of the early 18th century.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Sarah Churchill, Duchess of Marlborough
Target entity description: Sarah Churchill, Duchess of Marlborough, was a powerful English courtier and close confidante of Queen Anne who became one of the most influential women and political figures of the early 18th century.
  • A. Sarah Churchill
    Sarah Churchill was a British actress and dancer, and the daughter of wartime Prime Minister Winston Churchill and Clementine Churchill.
  • B. Hester Grenville, Countess of Chatham
    Hester Grenville, Countess of Chatham, was an 18th-century British aristocrat and political hostess, best known as the wife of Prime Minister William Pitt the Elder and a member of the influential Grenville political family.
  • C. Diana Churchill
    Diana Churchill was the eldest daughter of British Prime Minister Winston Churchill and Clementine Churchill, known for her work as an actress and her involvement in public life during the mid-20th century.
  • D. Anne Hyde
    Anne Hyde was the first wife of the future King James II of England and the mother of two queens, Mary II and Anne.
  • E. Princess Caroline of Great Britain
    Princess Caroline of Great Britain was the third daughter of King George II, known for her intelligence, charitable works, and influential yet unmarried presence at the Hanoverian court in the 18th century.
  • 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_69a252868de4819080e21c9938bfe8b6 completed Feb. 28, 2026, 2:27 a.m.
NER Named-entity recognition batch_69a257ecb6f48190992c4c8ca908a81c completed Feb. 28, 2026, 2:50 a.m.
NED1 Entity disambiguation (via context triple) batch_69a3736b2ff081909a5b36a93fa16130 completed Feb. 28, 2026, 10:59 p.m.
NEDg Description generation batch_69a3741398148190b33de6d93ccc0725 completed Feb. 28, 2026, 11:02 p.m.
NED2 Entity disambiguation (via description) batch_69a3746ba85c8190bd45c2a5717317dc completed Feb. 28, 2026, 11:04 p.m.
Created at: Feb. 28, 2026, 2:31 a.m.