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.