Triple
T1814986
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Francis Godolphin, 2nd Earl of Godolphin |
E40415
|
entity |
| Predicate | spouse |
P13
|
FINISHED |
| Object |
Henrietta Churchill, 2nd Duchess of Marlborough
Henrietta Churchill, 2nd Duchess of Marlborough, was an English noblewoman and political heiress who inherited the Marlborough title in her own right and played a key role in preserving the Churchill-Godolphin family’s wealth and influence in the early 18th century.
|
E216492
|
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: Henrietta Churchill, 2nd Duchess of Marlborough | Statement: [Francis Godolphin, 2nd Earl of Godolphin, spouse, Henrietta Churchill, 2nd Duchess of Marlborough]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Henrietta Churchill, 2nd Duchess of Marlborough Context triple: [Francis Godolphin, 2nd Earl of Godolphin, spouse, Henrietta Churchill, 2nd Duchess of Marlborough]
-
A.
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.
-
B.
Anne Churchill
Anne Churchill was an English aristocrat of the late 17th and early 18th centuries, notable as a daughter of the influential Sarah Churchill, Duchess of Marlborough, and a member of the powerful Churchill family closely connected to the court of Queen Anne.
-
C.
Lady Anne Spencer-Churchill
Lady Anne Spencer-Churchill was a British aristocrat of the prominent Spencer-Churchill family, connected to the Dukes of Marlborough and the wider Churchill lineage.
-
D.
Mary Churchill
Mary Churchill was the youngest daughter of British Prime Minister Winston Churchill, known for her wartime service and later public and charitable work.
-
E.
Clarissa Spencer-Churchill
Clarissa Spencer-Churchill is a British aristocrat and memoirist, a niece of Winston Churchill who became Lady Eden through her marriage to Prime Minister Anthony Eden.
- 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: Henrietta Churchill, 2nd Duchess of Marlborough Triple: [Francis Godolphin, 2nd Earl of Godolphin, spouse, Henrietta Churchill, 2nd Duchess of Marlborough]
Generated description
Henrietta Churchill, 2nd Duchess of Marlborough, was an English noblewoman and political heiress who inherited the Marlborough title in her own right and played a key role in preserving the Churchill-Godolphin family’s wealth and influence in the early 18th century.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Henrietta Churchill, 2nd Duchess of Marlborough Target entity description: Henrietta Churchill, 2nd Duchess of Marlborough, was an English noblewoman and political heiress who inherited the Marlborough title in her own right and played a key role in preserving the Churchill-Godolphin family’s wealth and influence in the early 18th century.
-
A.
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.
-
B.
Anne Churchill
Anne Churchill was an English aristocrat of the late 17th and early 18th centuries, notable as a daughter of the influential Sarah Churchill, Duchess of Marlborough, and a member of the powerful Churchill family closely connected to the court of Queen Anne.
-
C.
Lady Anne Spencer-Churchill
Lady Anne Spencer-Churchill was a British aristocrat of the prominent Spencer-Churchill family, connected to the Dukes of Marlborough and the wider Churchill lineage.
-
D.
Mary Churchill
Mary Churchill was the youngest daughter of British Prime Minister Winston Churchill, known for her wartime service and later public and charitable work.
-
E.
Clarissa Spencer-Churchill
Clarissa Spencer-Churchill is a British aristocrat and memoirist, a niece of Winston Churchill who became Lady Eden through her marriage to Prime Minister Anthony Eden.
- 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_69a8864526c081908a3a4d74f689e2c5 |
completed | March 4, 2026, 7:21 p.m. |
| NER | Named-entity recognition | batch_69aa65f4628481909ca8e4c2302752ac |
completed | March 6, 2026, 5:28 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69adf3c192f08190a1a134e541be1103 |
completed | March 8, 2026, 10:10 p.m. |
| NEDg | Description generation | batch_69adf5b31274819086c266c1a8ba2cd8 |
completed | March 8, 2026, 10:18 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69adf6108c988190b992de20cf287da7 |
completed | March 8, 2026, 10:20 p.m. |
Created at: March 4, 2026, 7:32 p.m.