Triple

T26001
Position Surface form Disambiguated ID Type / Status
Subject Anne, Queen of Great Britain E519 entity
Predicate associatedGeneral P37 FINISHED
Object John Churchill, 1st Duke of Marlborough
John Churchill, 1st Duke of Marlborough, was a prominent English general and statesman best known for his decisive victories against France during the War of the Spanish Succession.
E2004 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: John Churchill, 1st Duke of Marlborough | Statement: [Anne, Queen of Great Britain, associatedGeneral, 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: [Anne, Queen of Great Britain, associatedGeneral, John Churchill, 1st Duke of Marlborough]
  • A. Robert Walpole
    Robert Walpole was an 18th-century British statesman widely regarded as the first de facto Prime Minister of Great Britain and its longest-serving holder of the office.
  • B. William Pitt the Elder
    William Pitt the Elder was an 18th-century British statesman and orator who led Britain to major victories in the Seven Years' War and became one of the most influential political figures of his era.
  • C. Prince Eugene of Savoy
    Prince Eugene of Savoy was a prominent early 18th-century Austrian general and statesman, renowned for his decisive victories against France and the Ottoman Empire and for helping shape Habsburg military power in Europe.
  • D. George II of Great Britain
    George II of Great Britain was an 18th-century British king from the House of Hanover whose reign saw significant military conflicts, the expansion of British power, and the development of the modern parliamentary system.
  • E. Earl of Southesk
    The Earl of Southesk is a Scottish peerage title historically held by the Carnegie family, prominent nobles in Scotland since the early 17th century.
  • 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 Churchill, 1st Duke of Marlborough
Triple: [Anne, Queen of Great Britain, associatedGeneral, John Churchill, 1st Duke of Marlborough]
Generated description
John Churchill, 1st Duke of Marlborough, was a prominent English general and statesman best known for his decisive victories against France during the War of the Spanish Succession.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: John Churchill, 1st Duke of Marlborough
Target entity description: John Churchill, 1st Duke of Marlborough, was a prominent English general and statesman best known for his decisive victories against France during the War of the Spanish Succession.
  • A. Robert Clive
    Robert Clive was an 18th-century British officer and colonial administrator whose military and political actions were crucial in establishing British rule in India, particularly through his leadership in Bengal.
  • B. Robert Walpole
    Robert Walpole was an 18th-century British statesman widely regarded as the first de facto Prime Minister of Great Britain and its longest-serving holder of the office.
  • C. William Pitt the Elder
    William Pitt the Elder was an 18th-century British statesman and orator who led Britain to major victories in the Seven Years' War and became one of the most influential political figures of his era.
  • D. Prince Eugene of Savoy chosen
    Prince Eugene of Savoy was a prominent early 18th-century Austrian general and statesman, renowned for his decisive victories against France and the Ottoman Empire and for helping shape Habsburg military power in Europe.
  • E. George II of Great Britain
    George II of Great Britain was an 18th-century British king from the House of Hanover whose reign saw significant military conflicts, the expansion of British power, and the development of the modern parliamentary system.
  • F. None of above.
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: associatedGeneral
Context triple: [Anne, Queen of Great Britain, associatedGeneral, John Churchill, 1st Duke of Marlborough]
  • A. organizationAssociatedWith
    Indicates that there is a formal or recognized connection or affiliation between an organization and another entity.
  • B. associatedWork
    Indicates that there exists a related or connected work (such as a publication, creative piece, or project) that is meaningfully linked to the subject.
  • C. relatedTo chosen
    Indicates a general, non-specific relationship or association exists between two entities.
  • D. annexedBy
    Indicates that one entity has been incorporated into and brought under the control or sovereignty of another entity.
  • E. relatedAward
    Indicates that there is an award connected or associated with the subject entity, such as an honor, prize, or recognition related to it.
  • 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_69a243b4ac2c8190b93c303df797b7b2 completed Feb. 28, 2026, 1:24 a.m.
NER Named-entity recognition batch_69a246d794448190bb2844fcd0538eaa completed Feb. 28, 2026, 1:37 a.m.
NED1 Entity disambiguation (via context triple) batch_69a24e5b531481909078feeee5cf26e2 completed Feb. 28, 2026, 2:09 a.m.
NEDg Description generation batch_69a2506ad2ac8190b5a61c3fb3890d47 completed Feb. 28, 2026, 2:18 a.m.
NED2 Entity disambiguation (via description) batch_69a25147eccc8190b6151a03b064d31c completed Feb. 28, 2026, 2:22 a.m.
PD Predicate disambiguation batch_69a24657635881908f3415bc1bdfa1b5 completed Feb. 28, 2026, 1:35 a.m.
Created at: Feb. 28, 2026, 1:34 a.m.