Triple

T335276
Position Surface form Disambiguated ID Type / Status
Subject Benedict Cumberbatch E6710 entity
Predicate spouse P13 FINISHED
Object Sophie Hunter
Sophie Hunter is a British theatre and opera director, playwright, and former actress known for her avant-garde stage work and marriage to actor Benedict Cumberbatch.
 E47121 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: Sophie Hunter | Statement: [Benedict Cumberbatch, spouse, Sophie Hunter]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Sophie Hunter
Context triple: [Benedict Cumberbatch, spouse, Sophie Hunter]
  • A. Tessa Menzies
    Tessa Menzies is a child of California politician and governor Gavin Newsom.
  • B. Joanna Blunt
    Joanna Blunt is the mother of British actress Emily Blunt and a member of the Blunt family connected to the entertainment industry.
  • C. Felicity Blunt
    Felicity Blunt is a British literary agent known publicly as the sister of actress Emily Blunt and the wife of actor Stanley Tucci.
  • D. Miranda Richardson
    Miranda Richardson is an acclaimed English actress known for her versatile performances in film, television, and theatre, including notable roles in "The Crying Game," "Damage," and the "Harry Potter" series.
  • E. Sheila Hancock
    Sheila Hancock is a British actress and author renowned for her extensive work in theatre, television, and film, as well as her appearances as a television presenter and panelist.
  • 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: Sophie Hunter
Triple: [Benedict Cumberbatch, spouse, Sophie Hunter]
Generated description
Sophie Hunter is a British theatre and opera director, playwright, and former actress known for her avant-garde stage work and marriage to actor Benedict Cumberbatch.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Sophie Hunter
Target entity description: Sophie Hunter is a British theatre and opera director, playwright, and former actress known for her avant-garde stage work and marriage to actor Benedict Cumberbatch.
  • A. Tessa Menzies
    Tessa Menzies is a child of California politician and governor Gavin Newsom.
  • B. Joanna Blunt
    Joanna Blunt is the mother of British actress Emily Blunt and a member of the Blunt family connected to the entertainment industry.
  • C. Felicity Blunt
    Felicity Blunt is a British literary agent known publicly as the sister of actress Emily Blunt and the wife of actor Stanley Tucci.
  • D. Miranda Richardson
    Miranda Richardson is an acclaimed English actress known for her versatile performances in film, television, and theatre, including notable roles in "The Crying Game," "Damage," and the "Harry Potter" series.
  • E. Sheila Hancock
    Sheila Hancock is a British actress and author renowned for her extensive work in theatre, television, and film, as well as her appearances as a television presenter and panelist.
  • 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_69a2e79434908190a9d5afe415153ad9 completed Feb. 28, 2026, 1:03 p.m.
NER Named-entity recognition batch_69a2eac81c0c8190b3cb0d53b1cf62b5 completed Feb. 28, 2026, 1:16 p.m.
NED1 Entity disambiguation (via context triple) batch_69a3f0a2d7b08190a99a85a79e69a717 completed March 1, 2026, 7:54 a.m.
NEDg Description generation batch_69a3f142a3548190bee0a417c5a37c0d completed March 1, 2026, 7:56 a.m.
NED2 Entity disambiguation (via description) batch_69a3f1a1b5dc8190988b675ac8da7347 completed March 1, 2026, 7:58 a.m.
Created at: Feb. 28, 2026, 1:08 p.m.