Triple

T9071260
Position Surface form Disambiguated ID Type / Status
Subject Household of John Churchill, 1st Duke of Marlborough E217370 entity
Predicate headOfHousehold P25225 FINISHED
Object John Churchill, 1st Duke of Marlborough E6017 NE FINISHED

How this triple was built (3 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 Churchill, 1st Duke of Marlborough | Statement: [Household of John Churchill, 1st Duke of Marlborough, headOfHousehold, John Churchill, 1st Duke of Marlborough]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: John Churchill, 1st Duke of Marlborough
Context triple: [Household of John Churchill, 1st Duke of Marlborough, headOfHousehold, John Churchill, 1st Duke of Marlborough]
  • 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. 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. George Spencer, 4th Duke of Marlborough
    George Spencer, 4th Duke of Marlborough was an 18th-century British nobleman and politician who served as Lord Chamberlain and was a prominent member of the influential Spencer-Churchill family.
  • D. 12th Duke of Marlborough
    The 12th Duke of Marlborough, Charles James Spencer-Churchill, is a British aristocrat and landowner who heads the Spencer-Churchill family and presides over the Blenheim Palace estate.
  • E. 11th Duke of Marlborough
    The 11th Duke of Marlborough, John George Vanderbilt Henry Spencer-Churchill, was a British aristocrat and landowner who presided over Blenheim Palace and was a relative of both Sir Winston Churchill and the American Vanderbilt family.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: headOfHousehold
Context triple: [Household of John Churchill, 1st Duke of Marlborough, headOfHousehold, John Churchill, 1st Duke of Marlborough]
  • A. hasFamilyHead chosen
    Indicates that one entity serves as the primary head or leader of another entity’s family unit.
  • B. headOfHouseTitle
    Indicates the formal title held by the person who serves as the head of a particular house or household.
  • C. spouseOfHead
    Indicates that one person is the married partner of the individual who holds the position of head (e.g., head of a household, organization, or state).
  • D. ownerFamily
    Indicates that a family has ownership or proprietary rights over a particular entity or resource.
  • E. householdStatus
    Indicates the type or condition of a person’s living arrangement within a household, such as their role, membership, or current residency status.
  • F. None of above.

Provenance (4 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_69ca83d5a7f48190b16c1e59bd43ede0 completed March 30, 2026, 2:08 p.m.
NER Named-entity recognition batch_69cc955ec5c0819089bb42448edf391e completed April 1, 2026, 3:47 a.m.
NED1 Entity disambiguation (via context triple) batch_69d065ac77c08190af1c13cce87e0991 completed April 4, 2026, 1:13 a.m.
PD Predicate disambiguation batch_69cc65f881248190bfd220bb28a9fb5f completed April 1, 2026, 12:25 a.m.
Created at: March 30, 2026, 7:12 p.m.