Triple
T9071260
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Household of John Churchill, 1st Duke of Marlborough |
E217370
|
entity |
| Predicate | headOfHousehold |
P25225
|
FINISHED |
| Object | John Churchill, 1st Duke of Marlborough |
E6017
|
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: John Churchill, 1st Duke of Marlborough | Statement: [Household of John Churchill, 1st Duke of Marlborough, headOfHousehold, John Churchill, 1st Duke of Marlborough]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: John Churchill, 1st Duke of Marlborough Context triple: [Household of John Churchill, 1st Duke of Marlborough, headOfHousehold, John Churchill, 1st Duke of Marlborough]
-
A.
John Churchill, 1st Duke of Marlborough
chosen
John Churchill, 1st Duke of Marlborough, was a prominent English general and statesman renowned for his decisive victories against France in the early 18th century and for shaping European power politics.
-
B.
Duke of Marlborough
The Duke of Marlborough is a hereditary British noble title in the Peerage of England, historically associated with the Churchill family and centered at Blenheim Palace in Oxfordshire.
-
C.
George Spencer, 4th Duke of Marlborough
George Spencer, 4th Duke of Marlborough was an 18th-century British nobleman and politician who served as Lord Chamberlain and was a prominent member of the influential Spencer-Churchill family.
-
D.
12th Duke of Marlborough
The 12th Duke of Marlborough, Charles James Spencer-Churchill, is a British aristocrat and landowner who heads the Spencer-Churchill family and presides over the Blenheim Palace estate.
-
E.
11th Duke of Marlborough
The 11th Duke of Marlborough, John George Vanderbilt Henry Spencer-Churchill, was a British aristocrat and landowner who presided over Blenheim Palace and was a relative of both Sir Winston Churchill and the American Vanderbilt family.
- 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: headOfHousehold Context triple: [Household of John Churchill, 1st Duke of Marlborough, headOfHousehold, John Churchill, 1st Duke of Marlborough]
-
A.
hasFamilyHead
chosen
Indicates that one entity serves as the primary head or leader of another entity’s family unit.
-
B.
headOfHouseTitle
Indicates the formal title held by the person who serves as the head of a particular house or household.
-
C.
spouseOfHead
Indicates that one person is the married partner of the individual who holds the position of head (e.g., head of a household, organization, or state).
-
D.
ownerFamily
Indicates that a family has ownership or proprietary rights over a particular entity or resource.
-
E.
householdStatus
Indicates the type or condition of a person’s living arrangement within a household, such as their role, membership, or current residency status.
- F. None of above.
Provenance (4 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_69ca83d5a7f48190b16c1e59bd43ede0 |
completed | March 30, 2026, 2:08 p.m. |
| NER | Named-entity recognition | batch_69cc955ec5c0819089bb42448edf391e |
completed | April 1, 2026, 3:47 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d065ac77c08190af1c13cce87e0991 |
completed | April 4, 2026, 1:13 a.m. |
| PD | Predicate disambiguation | batch_69cc65f881248190bfd220bb28a9fb5f |
completed | April 1, 2026, 12:25 a.m. |
Created at: March 30, 2026, 7:12 p.m.