Triple
T1595729
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | John Spencer-Churchill, 10th Duke of Marlborough |
E34277
|
entity |
| Predicate | headOfNobleFamily |
P29680
|
FINISHED |
| Object | Dukes of Marlborough |
E35519
|
NE FINISHED |
How this triple was built (3 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: Dukes of Marlborough | Statement: [John Spencer-Churchill, 10th Duke of Marlborough, headOfNobleFamily, Dukes of Marlborough]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Dukes of Marlborough Context triple: [John Spencer-Churchill, 10th Duke of Marlborough, headOfNobleFamily, Dukes of Marlborough]
-
A.
Dukes of Marlborough
chosen
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.
-
B.
John Spencer-Churchill, 10th Duke of Marlborough
John Spencer-Churchill, 10th Duke of Marlborough, was a prominent British aristocrat and landowner of the late 19th and early 20th centuries, head of the Marlborough ducal line and custodian of Blenheim Palace.
-
C.
Charles Spencer-Churchill, 9th Duke of Marlborough
Charles Spencer-Churchill, 9th Duke of Marlborough, was a prominent British aristocrat and landowner of the late 19th and early 20th centuries, known for his stewardship of Blenheim Palace and his high-profile marriage to American heiress Consuelo Vanderbilt.
-
D.
Earl of Marlborough
The Earl of Marlborough is a historic English peerage title most famously associated with John Churchill, the military commander later elevated to Duke of Marlborough for his victories during the War of the Spanish Succession.
-
E.
Charles James Spencer-Churchill, 12th Duke of Marlborough
Charles James Spencer-Churchill, 12th Duke of Marlborough, is a British aristocrat and landowner who inherited the dukedom and Blenheim Palace, continuing the prominent Spencer-Churchill family line.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: headOfNobleFamily Context triple: [John Spencer-Churchill, 10th Duke of Marlborough, headOfNobleFamily, Dukes of Marlborough]
-
A.
nobleFamilySeat
Indicates the location that serves as the principal seat or main residence of a noble family.
-
B.
associatedNobleFamily
Indicates a relationship where an entity is linked or connected to a particular noble family, typically by heritage, allegiance, or formal association.
-
C.
higherTitleHeir
Indicates that the heir holds or is designated to inherit a title of higher rank or precedence than the compared title.
-
D.
notableNobleFaction
Indicates that a noble is significantly associated with or belongs to a particularly prominent or influential noble faction.
-
E.
associatedNobleTitle
Indicates that an entity is linked to or bears a particular noble or aristocratic title.
- 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_69a885fdcb9c819081ce6f0b8cd477dd |
completed | March 4, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69a916d413f08190a4e137e5ed262e25 |
completed | March 5, 2026, 5:38 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ad46a595488190a73cfa867595b568 |
completed | March 8, 2026, 9:51 a.m. |
| PD | Predicate disambiguation | batch_69a907bfb39c8190a31e0be14d3d52e6 |
completed | March 5, 2026, 4:34 a.m. |
| PDg | Predicate description generation | batch_69a916d2fae48190aaac6b2a5e31a7cf |
completed | March 5, 2026, 5:38 a.m. |
Created at: March 4, 2026, 7:27 p.m.