Triple

T6887500
Position Surface form Disambiguated ID Type / Status
Subject Nicholas Beauman E158958 entity
Predicate hasSpouse P13 FINISHED
Object Nicola Beauman
Nicola Beauman is a British biographer, literary historian, and founder of the feminist publishing house Persephone Books, known for reviving neglected works by 20th-century women writers.
E630194 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: Nicola Beauman | Statement: [Nicholas Beauman, hasSpouse, Nicola Beauman]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Nicola Beauman
Context triple: [Nicholas Beauman, hasSpouse, Nicola Beauman]
  • A. Katherine Wilkinson
    Katherine Wilkinson is a climate strategist, author, and speaker known for her work on solutions-focused climate communication and leadership, including co-editing the influential book "All We Can Save."
  • B. Joanna Pettet
    Joanna Pettet is a British actress best known for her film and television work in the 1960s and 1970s, including prominent roles in movies like "Casino Royale" and various popular TV series.
  • C. Alexandra Byrne
    Alexandra Byrne is an acclaimed British costume designer known for her intricate period costumes and award-winning work in both film and theatre.
  • D. Lucinda Coxon
    Lucinda Coxon is a British playwright and screenwriter known for her work on films such as "The Danish Girl" and various stage adaptations.
  • E. Leila Mimmack
    Leila Mimmack is a British actress known for her work in television dramas and miniseries, including a role in the 2013 TV adaptation "The Bible."
  • 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: Nicola Beauman
Triple: [Nicholas Beauman, hasSpouse, Nicola Beauman]
Generated description
Nicola Beauman is a British biographer, literary historian, and founder of the feminist publishing house Persephone Books, known for reviving neglected works by 20th-century women writers.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Nicola Beauman
Target entity description: Nicola Beauman is a British biographer, literary historian, and founder of the feminist publishing house Persephone Books, known for reviving neglected works by 20th-century women writers.
  • A. Katherine Wilkinson
    Katherine Wilkinson is a climate strategist, author, and speaker known for her work on solutions-focused climate communication and leadership, including co-editing the influential book "All We Can Save."
  • B. Joanna Pettet
    Joanna Pettet is a British actress best known for her film and television work in the 1960s and 1970s, including prominent roles in movies like "Casino Royale" and various popular TV series.
  • C. Alexandra Byrne
    Alexandra Byrne is an acclaimed British costume designer known for her intricate period costumes and award-winning work in both film and theatre.
  • D. Lucinda Coxon
    Lucinda Coxon is a British playwright and screenwriter known for her work on films such as "The Danish Girl" and various stage adaptations.
  • E. Leila Mimmack
    Leila Mimmack is a British actress known for her work in television dramas and miniseries, including a role in the 2013 TV adaptation "The Bible."
  • 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_69c688342f6c8190ad7eea6ba262db99 completed March 27, 2026, 1:37 p.m.
NER Named-entity recognition batch_69c6d90e92488190b738676342ac6393 completed March 27, 2026, 7:22 p.m.
NED1 Entity disambiguation (via context triple) batch_69c7584189008190b908f530a4525885 completed March 28, 2026, 4:25 a.m.
NEDg Description generation batch_69c758db4240819083880efae7af6e11 completed March 28, 2026, 4:28 a.m.
NED2 Entity disambiguation (via description) batch_69c759299b5481908181160055f5757b completed March 28, 2026, 4:29 a.m.
Created at: March 27, 2026, 2:23 p.m.