Triple

T8097381
Position Surface form Disambiguated ID Type / Status
Subject Dominic Cummings E189019 entity
Predicate spouse P13 FINISHED
Object Mary Wakefield
Mary Wakefield is a British journalist and magazine editor best known for her work at The Spectator and her marriage to political strategist Dominic Cummings.
 E711900 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: Mary Wakefield | Statement: [Dominic Cummings, spouse, Mary Wakefield]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Mary Wakefield
Context triple: [Dominic Cummings, spouse, Mary Wakefield]
  • A. Elizabeth Steward
    Elizabeth Steward was an English gentlewoman of the early 17th century best known as the mother of Oliver Cromwell, the future Lord Protector of England.
  • B. Mary Cox
    Mary Cox is a central character in the British television drama "Our Friends in the North," whose life and relationships reflect the social and political changes in late 20th-century Britain.
  • C. Wendy Graham
    Wendy Graham is the daughter of American educator, author, and businessman Stedman Graham.
  • D. Helen Palmer
    Helen Palmer was an American children's author and editor best known for her work on early readers and for her marriage to Theodor Geisel, better known as Dr. Seuss.
  • E. Elizabeth Gibbs
    Elizabeth Gibbs was the wife of Salem magistrate Jonathan Corwin, who is historically associated with the Salem witch trials of 1692.
  • 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: Mary Wakefield
Triple: [Dominic Cummings, spouse, Mary Wakefield]
Generated description
Mary Wakefield is a British journalist and magazine editor best known for her work at The Spectator and her marriage to political strategist Dominic Cummings.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Mary Wakefield
Target entity description: Mary Wakefield is a British journalist and magazine editor best known for her work at The Spectator and her marriage to political strategist Dominic Cummings.
  • A. Elizabeth Steward
    Elizabeth Steward was an English gentlewoman of the early 17th century best known as the mother of Oliver Cromwell, the future Lord Protector of England.
  • B. Mary Cox
    Mary Cox is a central character in the British television drama "Our Friends in the North," whose life and relationships reflect the social and political changes in late 20th-century Britain.
  • C. Wendy Graham
    Wendy Graham is the daughter of American educator, author, and businessman Stedman Graham.
  • D. Helen Palmer
    Helen Palmer was an American children's author and editor best known for her work on early readers and for her marriage to Theodor Geisel, better known as Dr. Seuss.
  • E. Elizabeth Gibbs
    Elizabeth Gibbs was the wife of Salem magistrate Jonathan Corwin, who is historically associated with the Salem witch trials of 1692.
  • 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_69ca82b886d88190a9cba0d5a4a27521 completed March 30, 2026, 2:03 p.m.
NER Named-entity recognition batch_69cb429319048190b612c8060a9a24d2 completed March 31, 2026, 3:42 a.m.
NED1 Entity disambiguation (via context triple) batch_69cc641a4b4881908a1aec4bc2ed619e completed April 1, 2026, 12:17 a.m.
NEDg Description generation batch_69cc68647cec81909736383fbe73d2e8 completed April 1, 2026, 12:35 a.m.
NED2 Entity disambiguation (via description) batch_69cc69b93bbc8190be2338182dd57b17 completed April 1, 2026, 12:41 a.m.
Created at: March 30, 2026, 5:30 p.m.