Triple
T1616585
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | John George Vanderbilt Henry Spencer-Churchill, 11th Duke of Marlborough |
E34731
|
entity |
| Predicate | child |
P120
|
FINISHED |
| Object |
Lady Arabella Spencer-Churchill
Lady Arabella Spencer-Churchill was a British aristocrat and social activist best known as a co-founder of the Glastonbury Festival’s charitable and cultural initiatives.
|
E210902
|
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: Lady Arabella Spencer-Churchill | Statement: [John George Vanderbilt Henry Spencer-Churchill, 11th Duke of Marlborough, child, Lady Arabella Spencer-Churchill]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Lady Arabella Spencer-Churchill Context triple: [John George Vanderbilt Henry Spencer-Churchill, 11th Duke of Marlborough, child, Lady Arabella Spencer-Churchill]
-
A.
Lady Blanche Spencer-Churchill
Lady Blanche Spencer-Churchill was an English aristocrat of the prominent Spencer-Churchill family, daughter of the 8th Duke of Marlborough.
-
B.
Lady Norah Beatrice Henriette Spencer-Churchill
Lady Norah Beatrice Henriette Spencer-Churchill was an English aristocrat of the prominent Spencer-Churchill family, daughter of the 10th Duke of Marlborough and a member of the wider Churchill lineage.
-
C.
Lady Cornelia Henrietta Maria Spencer-Churchill
Lady Cornelia Henrietta Maria Spencer-Churchill was a 19th-century British aristocrat of the prominent Spencer-Churchill family, daughter of the 7th Duke of Marlborough and a member of the wider Churchill lineage.
-
D.
Lady Frances Spencer-Churchill
Lady Frances Spencer-Churchill was an English aristocrat of the prominent Spencer-Churchill family, daughter of the 8th Duke of Marlborough.
-
E.
Lady Henrietta Mary Spencer-Churchill
Lady Henrietta Mary Spencer-Churchill is a British interior designer and author, known for her work on historic houses and her connection to the prominent Spencer-Churchill family of Blenheim Palace.
- 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: Lady Arabella Spencer-Churchill Triple: [John George Vanderbilt Henry Spencer-Churchill, 11th Duke of Marlborough, child, Lady Arabella Spencer-Churchill]
Generated description
Lady Arabella Spencer-Churchill was a British aristocrat and social activist best known as a co-founder of the Glastonbury Festival’s charitable and cultural initiatives.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Lady Arabella Spencer-Churchill Target entity description: Lady Arabella Spencer-Churchill was a British aristocrat and social activist best known as a co-founder of the Glastonbury Festival’s charitable and cultural initiatives.
-
A.
Lady Blanche Spencer-Churchill
Lady Blanche Spencer-Churchill was an English aristocrat of the prominent Spencer-Churchill family, daughter of the 8th Duke of Marlborough.
-
B.
Lady Norah Beatrice Henriette Spencer-Churchill
Lady Norah Beatrice Henriette Spencer-Churchill was an English aristocrat of the prominent Spencer-Churchill family, daughter of the 10th Duke of Marlborough and a member of the wider Churchill lineage.
-
C.
Lady Cornelia Henrietta Maria Spencer-Churchill
Lady Cornelia Henrietta Maria Spencer-Churchill was a 19th-century British aristocrat of the prominent Spencer-Churchill family, daughter of the 7th Duke of Marlborough and a member of the wider Churchill lineage.
-
D.
Lady Frances Spencer-Churchill
Lady Frances Spencer-Churchill was an English aristocrat of the prominent Spencer-Churchill family, daughter of the 8th Duke of Marlborough.
-
E.
Lady Henrietta Mary Spencer-Churchill
Lady Henrietta Mary Spencer-Churchill is a British interior designer and author, known for her work on historic houses and her connection to the prominent Spencer-Churchill family of Blenheim Palace.
- 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_69a885ffc5ec819091afa325d5f9611c |
completed | March 4, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69a909abbec081908f95547471530ad5 |
completed | March 5, 2026, 4:42 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69addf308fe4819093ac42f637929a5e |
completed | March 8, 2026, 8:42 p.m. |
| NEDg | Description generation | batch_69ade359738c81909a7e3763365bc562 |
completed | March 8, 2026, 9 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ade45e97888190aadc0dfbd80256bb |
completed | March 8, 2026, 9:04 p.m. |
Created at: March 4, 2026, 7:28 p.m.