Triple
T141962
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Lord Randolph Churchill |
E2872
|
entity |
| Predicate | father |
P120
|
FINISHED |
| Object |
John Winston Spencer-Churchill, 7th Duke of Marlborough
John Winston Spencer-Churchill, 7th Duke of Marlborough, was a prominent 19th-century British Conservative politician and aristocrat who served as Lord Lieutenant of Ireland and was the grandfather of Prime Minister Winston Churchill.
|
E29806
|
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: John Winston Spencer-Churchill, 7th Duke of Marlborough | Statement: [Lord Randolph Churchill, father, John Winston Spencer-Churchill, 7th Duke of Marlborough]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: John Winston Spencer-Churchill, 7th Duke of Marlborough Context triple: [Lord Randolph Churchill, father, John Winston Spencer-Churchill, 7th Duke of Marlborough]
-
A.
John Churchill, 1st Duke of Marlborough
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.
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.
-
C.
The Duke of Grafton
The Duke of Grafton was an 18th-century British statesman who served as Prime Minister during the early reign of King George III and the turbulent years leading up to the American Revolution.
-
D.
James FitzJames, 1st Duke of Berwick
James FitzJames, 1st Duke of Berwick, was an Anglo-French soldier and illegitimate son of King James II of England who became a prominent marshal in the French army during the War of the Spanish Succession.
-
E.
Duke of Cumberland
The Duke of Cumberland was a British royal prince and military commander known for his controversial leadership in mid-18th-century European and Jacobite conflicts.
- 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: John Winston Spencer-Churchill, 7th Duke of Marlborough Triple: [Lord Randolph Churchill, father, John Winston Spencer-Churchill, 7th Duke of Marlborough]
Generated description
John Winston Spencer-Churchill, 7th Duke of Marlborough, was a prominent 19th-century British Conservative politician and aristocrat who served as Lord Lieutenant of Ireland and was the grandfather of Prime Minister Winston Churchill.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: John Winston Spencer-Churchill, 7th Duke of Marlborough Target entity description: John Winston Spencer-Churchill, 7th Duke of Marlborough, was a prominent 19th-century British Conservative politician and aristocrat who served as Lord Lieutenant of Ireland and was the grandfather of Prime Minister Winston Churchill.
-
A.
John Churchill, 1st Duke of Marlborough
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.
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.
-
C.
The Duke of Grafton
The Duke of Grafton was an 18th-century British statesman who served as Prime Minister during the early reign of King George III and the turbulent years leading up to the American Revolution.
-
D.
James FitzJames, 1st Duke of Berwick
James FitzJames, 1st Duke of Berwick, was an Anglo-French soldier and illegitimate son of King James II of England who became a prominent marshal in the French army during the War of the Spanish Succession.
-
E.
Duke of Cumberland
The Duke of Cumberland was a British royal prince and military commander known for his controversial leadership in mid-18th-century European and Jacobite conflicts.
- 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_69a2521e35c08190b28e5c9f1e3c9b59 |
completed | Feb. 28, 2026, 2:25 a.m. |
| NER | Named-entity recognition | batch_69a257c9cab8819095e8d9fa32c1fbc6 |
completed | Feb. 28, 2026, 2:49 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a362b7b55c8190b5d5ecf531a9d319 |
completed | Feb. 28, 2026, 9:48 p.m. |
| NEDg | Description generation | batch_69a36320b7c48190ba725131ca679b0f |
completed | Feb. 28, 2026, 9:50 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69a363911900819094af203ba2ed0e8a |
completed | Feb. 28, 2026, 9:52 p.m. |
Created at: Feb. 28, 2026, 2:31 a.m.