Triple

T1930842
Position Surface form Disambiguated ID Type / Status
Subject Elizabeth Churchill E40941 entity
Predicate notableFamilyConnection P367 FINISHED
Object Household of John Churchill, 1st Duke of Marlborough
The Household of John Churchill, 1st Duke of Marlborough was the domestic and administrative establishment surrounding the famed English general and statesman, encompassing his family members, close associates, and staff who supported his political and military career.
E217370 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: Household of John Churchill, 1st Duke of Marlborough | Statement: [Elizabeth Churchill, notableFamilyConnection, Household of John Churchill, 1st Duke of Marlborough]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Household of John Churchill, 1st Duke of Marlborough
Context triple: [Elizabeth Churchill, notableFamilyConnection, Household of John Churchill, 1st Duke of Marlborough]
  • A. Spencer-Churchill family
    The Spencer-Churchill family is a prominent British aristocratic lineage, headed by the Dukes of Marlborough and historically associated with figures such as Winston Churchill.
  • B. Marlborough family
    The Marlborough family is a prominent English aristocratic lineage best known for producing the Dukes of Marlborough, including the famed military commander John Churchill.
  • C. Dukes of Marlborough
    The Dukes of Marlborough are a prominent English aristocratic family whose title, created for the military commander John Churchill in the early 18th century, is closely associated with Blenheim Palace and a long legacy of political and social influence in Britain.
  • D. Cavendish family
    The Cavendish family is a prominent British aristocratic lineage historically associated with the Dukes of Devonshire and influential roles in British politics, society, and culture.
  • E. Walpole family
    The Walpole family is a prominent British political dynasty best known for producing Sir Robert Walpole, often regarded as the first de facto Prime Minister of Great Britain.
  • 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: Household of John Churchill, 1st Duke of Marlborough
Triple: [Elizabeth Churchill, notableFamilyConnection, Household of John Churchill, 1st Duke of Marlborough]
Generated description
The Household of John Churchill, 1st Duke of Marlborough was the domestic and administrative establishment surrounding the famed English general and statesman, encompassing his family members, close associates, and staff who supported his political and military career.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Household of John Churchill, 1st Duke of Marlborough
Target entity description: The Household of John Churchill, 1st Duke of Marlborough was the domestic and administrative establishment surrounding the famed English general and statesman, encompassing his family members, close associates, and staff who supported his political and military career.
  • A. Spencer-Churchill family
    The Spencer-Churchill family is a prominent British aristocratic lineage, headed by the Dukes of Marlborough and historically associated with figures such as Winston Churchill.
  • B. Marlborough family
    The Marlborough family is a prominent English aristocratic lineage best known for producing the Dukes of Marlborough, including the famed military commander John Churchill.
  • C. Dukes of Marlborough
    The Dukes of Marlborough are a prominent English aristocratic family whose title, created for the military commander John Churchill in the early 18th century, is closely associated with Blenheim Palace and a long legacy of political and social influence in Britain.
  • D. Cavendish family
    The Cavendish family is a prominent British aristocratic lineage historically associated with the Dukes of Devonshire and influential roles in British politics, society, and culture.
  • E. Walpole family
    The Walpole family is a prominent British political dynasty best known for producing Sir Robert Walpole, often regarded as the first de facto Prime Minister of Great Britain.
  • 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_69a8864711648190b07bed24ed76258e completed March 4, 2026, 7:21 p.m.
NER Named-entity recognition batch_69abb296910481908c9668518c09fdb0 completed March 7, 2026, 5:07 a.m.
NED1 Entity disambiguation (via context triple) batch_69adf3ef29e0819081b37664224dee91 completed March 8, 2026, 10:10 p.m.
NEDg Description generation batch_69adf598ee5c819081549042859e076f completed March 8, 2026, 10:18 p.m.
NED2 Entity disambiguation (via description) batch_69adf6a6cc18819092a4e6535ce1376c completed March 8, 2026, 10:22 p.m.
Created at: March 4, 2026, 7:35 p.m.