Triple

T292197
Position Surface form Disambiguated ID Type / Status
Subject John Churchill, 1st Duke of Marlborough E6017 entity
Predicate nobleTitle P914 FINISHED
Object Earl of Marlborough
The Earl of Marlborough is a historic English peerage title most famously associated with John Churchill, the military commander later elevated to Duke of Marlborough for his victories during the War of the Spanish Succession.
E48569 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: Earl of Marlborough | Statement: [John Churchill, 1st Duke of Marlborough, nobleTitle, Earl of Marlborough]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Earl of Marlborough
Context triple: [John Churchill, 1st Duke of Marlborough, nobleTitle, Earl of Marlborough]
  • A. Earl of Godolphin
    The Earl of Godolphin is a historic British peerage title associated with the influential Godolphin family, notably linked to high political office in the late 17th and early 18th centuries.
  • B. Duke of Marlborough
    The Duke of Marlborough is a hereditary British noble title in the Peerage of England, historically associated with the Churchill family and centered at Blenheim Palace in Oxfordshire.
  • C. Earl of Sunderland
    The Earl of Sunderland is a historic English peerage title long associated with the influential Spencer-Churchill aristocratic family, prominent in British political and social life.
  • D. John Spencer-Churchill, 10th Duke of Marlborough
    John Spencer-Churchill, 10th Duke of Marlborough, was a prominent British aristocrat and landowner of the late 19th and early 20th centuries, head of the Marlborough ducal line and custodian of Blenheim Palace.
  • E. Earl of Burlington
    The Earl of Burlington was a prominent British aristocrat and influential patron of the arts and architecture in the early 18th century, closely associated with the development of Palladian style in England.
  • 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: Earl of Marlborough
Triple: [John Churchill, 1st Duke of Marlborough, nobleTitle, Earl of Marlborough]
Generated description
The Earl of Marlborough is a historic English peerage title most famously associated with John Churchill, the military commander later elevated to Duke of Marlborough for his victories during the War of the Spanish Succession.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Earl of Marlborough
Target entity description: The Earl of Marlborough is a historic English peerage title most famously associated with John Churchill, the military commander later elevated to Duke of Marlborough for his victories during the War of the Spanish Succession.
  • A. Earl of Godolphin
    The Earl of Godolphin is a historic British peerage title associated with the influential Godolphin family, notably linked to high political office in the late 17th and early 18th centuries.
  • B. Duke of Marlborough
    The Duke of Marlborough is a hereditary British noble title in the Peerage of England, historically associated with the Churchill family and centered at Blenheim Palace in Oxfordshire.
  • C. Earl of Sunderland
    The Earl of Sunderland is a historic English peerage title long associated with the influential Spencer-Churchill aristocratic family, prominent in British political and social life.
  • D. John Spencer-Churchill, 10th Duke of Marlborough
    John Spencer-Churchill, 10th Duke of Marlborough, was a prominent British aristocrat and landowner of the late 19th and early 20th centuries, head of the Marlborough ducal line and custodian of Blenheim Palace.
  • E. Earl of Burlington
    The Earl of Burlington was a prominent British aristocrat and influential patron of the arts and architecture in the early 18th century, closely associated with the development of Palladian style in England.
  • 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_69a2e79114b081909490b3bf5a5dbb51 completed Feb. 28, 2026, 1:03 p.m.
NER Named-entity recognition batch_69a2e975d2c0819082bbf6a0f3d928af completed Feb. 28, 2026, 1:11 p.m.
NED1 Entity disambiguation (via context triple) batch_69a3fe8dde4c8190bd897e5251eb6941 completed March 1, 2026, 8:53 a.m.
NEDg Description generation batch_69a3fef053688190b3012e154e2bbda4 completed March 1, 2026, 8:55 a.m.
NED2 Entity disambiguation (via description) batch_69a3ff6036008190ba03be0ba0097bac completed March 1, 2026, 8:57 a.m.
Created at: Feb. 28, 2026, 1:06 p.m.