Triple
T12368869
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Charles James Spencer-Churchill, 12th Duke of Marlborough |
E294942
|
entity |
| Predicate | child |
P120
|
FINISHED |
| Object |
George Spencer-Churchill, Marquess of Blandford
George Spencer-Churchill, Marquess of Blandford, is a British aristocrat and heir apparent to the Dukedom of Marlborough, a prominent title in the United Kingdom's peerage.
|
E989008
|
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: George Spencer-Churchill, Marquess of Blandford | Statement: [Charles James Spencer-Churchill, 12th Duke of Marlborough, child, George Spencer-Churchill, Marquess of Blandford]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: George Spencer-Churchill, Marquess of Blandford Context triple: [Charles James Spencer-Churchill, 12th Duke of Marlborough, child, George Spencer-Churchill, Marquess of Blandford]
-
A.
John Spencer-Churchill, Marquess of Blandford
John Spencer-Churchill, Marquess of Blandford, is a British aristocrat and heir apparent to the Dukedom of Marlborough, belonging to the prominent Spencer-Churchill family historically associated with Blenheim Palace.
-
B.
Reverend Lord George Henry Spencer-Churchill
Reverend Lord George Henry Spencer-Churchill was a British aristocrat and clergyman of the Spencer-Churchill family, younger son of the 5th Duke of Marlborough.
-
C.
John Spencer, 1st Earl Spencer
John Spencer, 1st Earl Spencer was an 18th-century British aristocrat and politician who founded the prominent Spencer family line from which figures like Princess Diana are descended.
-
D.
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.
-
E.
George Charles Spencer-Churchill, 8th Duke of Marlborough
George Charles Spencer-Churchill, 8th Duke of Marlborough, was a prominent British aristocrat and landowner of the Spencer-Churchill family who held the dukedom of Marlborough in the late 19th and early 20th centuries.
- 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: George Spencer-Churchill, Marquess of Blandford Triple: [Charles James Spencer-Churchill, 12th Duke of Marlborough, child, George Spencer-Churchill, Marquess of Blandford]
Generated description
George Spencer-Churchill, Marquess of Blandford, is a British aristocrat and heir apparent to the Dukedom of Marlborough, a prominent title in the United Kingdom's peerage.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: George Spencer-Churchill, Marquess of Blandford Target entity description: George Spencer-Churchill, Marquess of Blandford, is a British aristocrat and heir apparent to the Dukedom of Marlborough, a prominent title in the United Kingdom's peerage.
-
A.
John Spencer-Churchill, Marquess of Blandford
John Spencer-Churchill, Marquess of Blandford, is a British aristocrat and heir apparent to the Dukedom of Marlborough, belonging to the prominent Spencer-Churchill family historically associated with Blenheim Palace.
-
B.
Reverend Lord George Henry Spencer-Churchill
Reverend Lord George Henry Spencer-Churchill was a British aristocrat and clergyman of the Spencer-Churchill family, younger son of the 5th Duke of Marlborough.
-
C.
John Spencer, 1st Earl Spencer
John Spencer, 1st Earl Spencer was an 18th-century British aristocrat and politician who founded the prominent Spencer family line from which figures like Princess Diana are descended.
-
D.
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.
-
E.
George Charles Spencer-Churchill, 8th Duke of Marlborough
George Charles Spencer-Churchill, 8th Duke of Marlborough, was a prominent British aristocrat and landowner of the Spencer-Churchill family who held the dukedom of Marlborough in the late 19th and early 20th centuries.
- 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_69d6ab6d8a4081908636601e69ddf262 |
completed | April 8, 2026, 7:24 p.m. |
| NER | Named-entity recognition | batch_69d93fa65a608190a1597a49751185a8 |
completed | April 10, 2026, 6:21 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f655608a0c81908002f9d79d017ded |
completed | May 2, 2026, 7:49 p.m. |
| NEDg | Description generation | batch_69f6566dccc0819085e059c7b0288f6c |
completed | May 2, 2026, 7:54 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f657aa1bf48190a884e0dfce31e30e |
completed | May 2, 2026, 7:59 p.m. |
Created at: April 8, 2026, 9:54 p.m.