Triple

T2177767
Position Surface form Disambiguated ID Type / Status
Subject Earl of Marlborough E48569 entity
Predicate precedenceBefore P1803 FINISHED
Object Duke of Marlborough E35518 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: Duke of Marlborough | Statement: [Earl of Marlborough, precedenceBefore, Duke of Marlborough]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Duke of Marlborough
Context triple: [Earl of Marlborough, precedenceBefore, Duke of Marlborough]
  • A. Duke of Marlborough chosen
    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.
  • B. 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.
  • C. 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.
  • D. 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.
  • E. 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.
  • 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: precedenceBefore
Context triple: [Earl of Marlborough, precedenceBefore, Duke of Marlborough]
  • A. hasPrecedence
    Indicates that one entity occurs, is considered, or is applied before another in order, priority, or importance.
  • B. hasLowerPrecedenceThan
    Indicates that one item is ranked or ordered with a lower priority or importance compared to another item.
  • C. orderPrecedence chosen
    Indicates that one entity must come before another in a defined sequence or priority order.
  • D. confersPrecedenceIn
    Indicates that one entity is granted higher priority, rank, or standing over another within a specified context or domain.
  • E. appearsBefore
    Indicates that one entity occurs, is positioned, or is presented earlier in an ordered sequence than another entity.
  • 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_69a88aa3faa48190995b233af6525815 completed March 4, 2026, 7:40 p.m.
NER Named-entity recognition batch_69abc4358fc88190a6f556c2de9fef8c completed March 7, 2026, 6:22 a.m.
NED1 Entity disambiguation (via context triple) batch_69b2f39ad7488190a7604a113c2e2bb3 completed March 12, 2026, 5:10 p.m.
PD Predicate disambiguation batch_69abbda0ec948190be88c1243d81a423 completed March 7, 2026, 5:54 a.m.
Created at: March 4, 2026, 7:45 p.m.