Triple

T148268
Position Surface form Disambiguated ID Type / Status
Subject Spencer-Churchill family E3375 entity
Predicate nobleTitleAssociatedWith P914 FINISHED
Object Duke of Marlborough
The Duke of Marlborough is a hereditary English peerage title most famously held by the Spencer-Churchill family, originating with the celebrated military commander John Churchill in the early 18th century.
E6017 NE FINISHED

How this triple was built (5 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: Duke of Marlborough | Statement: [Spencer-Churchill family, nobleTitleAssociatedWith, Duke of Marlborough]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Duke of Marlborough
Context triple: [Spencer-Churchill family, nobleTitleAssociatedWith, 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 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.
  • C. George Charles Spencer-Churchill, 8th Duke of Marlborough
    George Charles Spencer-Churchill, 8th Duke of Marlborough, was a prominent British aristocrat and landowner of the Spencer-Churchill family who held the dukedom of Marlborough in the late 19th and early 20th centuries.
  • 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: Duke of Marlborough
Triple: [Spencer-Churchill family, nobleTitleAssociatedWith, Duke of Marlborough]
Generated description
The Duke of Marlborough is a hereditary English peerage title most famously held by the Spencer-Churchill family, originating with the celebrated military commander John Churchill in the early 18th century.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Duke of Marlborough
Target entity description: The Duke of Marlborough is a hereditary English peerage title most famously held by the Spencer-Churchill family, originating with the celebrated military commander John Churchill in the early 18th century.
  • A. John Churchill, 1st Duke of Marlborough chosen
    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 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.
  • C. George Charles Spencer-Churchill, 8th Duke of Marlborough
    George Charles Spencer-Churchill, 8th Duke of Marlborough, was a prominent British aristocrat and landowner of the Spencer-Churchill family who held the dukedom of Marlborough in the late 19th and early 20th centuries.
  • 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.
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: nobleTitleAssociatedWith
Context triple: [Spencer-Churchill family, nobleTitleAssociatedWith, Duke of Marlborough]
  • A. associatedNobleTitle chosen
    Indicates that an entity is linked to or bears a particular noble or aristocratic title.
  • B. honorificTitle
    Indicates that one entity serves as a formal honorific or respectful title used to address or refer to another entity.
  • C. traditionalCourtesyTitleHeir
    Indicates that one entity holds the customary or historically recognized courtesy title associated with being the heir of another entity.
  • D. confersTitle
    Indicates that one entity grants or bestows an official title or designation upon another entity.
  • E. isOrderOfKnighthood
    Indicates that an entity is a formal chivalric or knightly order to which individuals can be admitted.
  • F. None of above.

Provenance (6 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_69a252868de4819080e21c9938bfe8b6 completed Feb. 28, 2026, 2:27 a.m.
NER Named-entity recognition batch_69a258808ff08190a06b6206f635612b completed Feb. 28, 2026, 2:52 a.m.
NED1 Entity disambiguation (via context triple) batch_69a3672cae0c819086233f16cc2003de completed Feb. 28, 2026, 10:07 p.m.
NEDg Description generation batch_69a367aa62f481908414358a21667187 completed Feb. 28, 2026, 10:09 p.m.
NED2 Entity disambiguation (via description) batch_69a3686970ac81908ba7efe90feb26fd completed Feb. 28, 2026, 10:12 p.m.
PD Predicate disambiguation batch_69a256580c2c8190beecca60ca8595f3 completed Feb. 28, 2026, 2:43 a.m.
Created at: Feb. 28, 2026, 2:31 a.m.