Triple

T19556205
Position Surface form Disambiguated ID Type / Status
Subject John Bercow E489317 entity
Predicate spouse P13 FINISHED
Object Sally Bercow — NE NERFINISHED

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: Sally Bercow | Statement: [John Bercow, spouse, Sally Bercow]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Sally Bercow
Context triple: [John Bercow, spouse, Sally Bercow]
  • A. Kate Bosley
    Kate Bosley is a relatively obscure individual whose primary public mention appears to be as a namesake associated with the surname Bosley.
  • B. Cherie Berry
    Cherie Berry is a North Carolina politician best known for her long tenure as the state's Commissioner of Labor, during which her photo became widely recognized from being displayed in elevators across the state.
  • C. Lorna Maudling
    Lorna Maudling was the wife of British Conservative politician Reginald Maudling and a figure within mid-20th-century British political social circles.
  • D. Dee Lampton
    Dee Lampton was an American silent film comedian best known for his frequent appearances in early Hal Roach comedies alongside stars like Harold Lloyd.
  • E. Gillian Gowers
    Gillian Gowers is a former English badminton player best known for her international success in women's and mixed doubles during the 1980s and early 1990s.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Sally Bercow
Target entity description: Sally Bercow is a British media personality and political activist known for her outspoken commentary and high-profile marriage to former House of Commons Speaker John Bercow.
  • A. Kate Bosley
    Kate Bosley is a relatively obscure individual whose primary public mention appears to be as a namesake associated with the surname Bosley.
  • B. Cherie Berry
    Cherie Berry is a North Carolina politician best known for her long tenure as the state's Commissioner of Labor, during which her photo became widely recognized from being displayed in elevators across the state.
  • C. Lorna Maudling
    Lorna Maudling was the wife of British Conservative politician Reginald Maudling and a figure within mid-20th-century British political social circles.
  • D. Dee Lampton
    Dee Lampton was an American silent film comedian best known for his frequent appearances in early Hal Roach comedies alongside stars like Harold Lloyd.
  • E. Gillian Gowers
    Gillian Gowers is a former English badminton player best known for her international success in women's and mixed doubles during the 1980s and early 1990s.
  • F. None of above. chosen

Provenance (2 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_69d8e8dc5d8c8190a6d7bd8864f43ca0 completed April 10, 2026, 12:11 p.m.
NER Named-entity recognition batch_69e63d341d708190b8ef35822f8bfe7c completed April 20, 2026, 2:50 p.m.
Created at: April 10, 2026, 1:42 p.m.