Triple
T1373567
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | George Charles Spencer-Churchill, 8th Duke of Marlborough |
E30167
|
entity |
| Predicate | child |
P120
|
FINISHED |
| Object |
Lord Randolph Spencer-Churchill (died in infancy)
Lord Randolph Spencer-Churchill (died in infancy) was a short-lived younger son of George Charles Spencer-Churchill, 8th Duke of Marlborough, belonging to the prominent aristocratic Spencer-Churchill family.
|
E172648
|
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: Lord Randolph Spencer-Churchill (died in infancy) | Statement: [George Charles Spencer-Churchill, 8th Duke of Marlborough, child, Lord Randolph Spencer-Churchill (died in infancy)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Lord Randolph Spencer-Churchill (died in infancy) Context triple: [George Charles Spencer-Churchill, 8th Duke of Marlborough, child, Lord Randolph Spencer-Churchill (died in infancy)]
-
A.
John Strange Spencer-Churchill
John Strange Spencer-Churchill was a British Army officer and the younger brother of Prime Minister Winston Churchill, known for his military service and role within the prominent Spencer-Churchill family.
-
B.
Arabella Churchill
Arabella Churchill was an English noblewoman best known as a longtime mistress of King James II of England and the mother of several of his illegitimate children.
-
C.
Gwendoline Churchill
Gwendoline Churchill was a member of the prominent Spencer-Churchill family, related to the British aristocratic and political Churchill lineage.
-
D.
Clementine Churchill
Clementine Churchill was a British aristocrat and political hostess best known as the influential and steadfast wife and confidante of Prime Minister Winston Churchill.
-
E.
Lord Randolph Churchill
Lord Randolph Churchill was a prominent 19th-century British Conservative politician and statesman, known for his radical views within the party and as a leading figure of the Fourth Party.
- 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: Lord Randolph Spencer-Churchill (died in infancy) Triple: [George Charles Spencer-Churchill, 8th Duke of Marlborough, child, Lord Randolph Spencer-Churchill (died in infancy)]
Generated description
Lord Randolph Spencer-Churchill (died in infancy) was a short-lived younger son of George Charles Spencer-Churchill, 8th Duke of Marlborough, belonging to the prominent aristocratic Spencer-Churchill family.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Lord Randolph Spencer-Churchill (died in infancy) Target entity description: Lord Randolph Spencer-Churchill (died in infancy) was a short-lived younger son of George Charles Spencer-Churchill, 8th Duke of Marlborough, belonging to the prominent aristocratic Spencer-Churchill family.
-
A.
John Strange Spencer-Churchill
John Strange Spencer-Churchill was a British Army officer and the younger brother of Prime Minister Winston Churchill, known for his military service and role within the prominent Spencer-Churchill family.
-
B.
Arabella Churchill
Arabella Churchill was an English noblewoman best known as a longtime mistress of King James II of England and the mother of several of his illegitimate children.
-
C.
Gwendoline Churchill
Gwendoline Churchill was a member of the prominent Spencer-Churchill family, related to the British aristocratic and political Churchill lineage.
-
D.
Clementine Churchill
Clementine Churchill was a British aristocrat and political hostess best known as the influential and steadfast wife and confidante of Prime Minister Winston Churchill.
-
E.
Lord Randolph Churchill
Lord Randolph Churchill was a prominent 19th-century British Conservative politician and statesman, known for his radical views within the party and as a leading figure of the Fourth Party.
- 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_69a498f912008190a376a98b207b2071 |
completed | March 1, 2026, 7:52 p.m. |
| NER | Named-entity recognition | batch_69a4c2f660888190bc9240e0dc4f0aa3 |
completed | March 1, 2026, 10:51 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ad232309c88190a4ba4f6de7b44035 |
completed | March 8, 2026, 7:20 a.m. |
| NEDg | Description generation | batch_69ad253d28b8819093e4aae5c8d36bca |
completed | March 8, 2026, 7:29 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ad25cf883c8190ae15dabb02b00a9a |
completed | March 8, 2026, 7:31 a.m. |
Created at: March 1, 2026, 7:57 p.m.