Triple

T19556205
Position Surface form Disambiguated ID Type / Status
Subject John Bercow E489317 entity
Predicate spouse P13 FINISHED
Object Sally Bercow
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.
E1384065 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: 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.
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: Sally Bercow
Triple: [John Bercow, spouse, Sally Bercow]
Generated 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.
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 (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_69d8e8dc5d8c8190a6d7bd8864f43ca0 completed April 10, 2026, 12:11 p.m.
NER Named-entity recognition batch_69e63d341d708190b8ef35822f8bfe7c completed April 20, 2026, 2:50 p.m.
NED1 Entity disambiguation (via context triple) batch_6a07577e66c4819080298e223c2ece16 completed May 15, 2026, 5:27 p.m.
NEDg Description generation batch_6a07583fc26481908bd2f00c19f3b4cd completed May 15, 2026, 5:30 p.m.
NED2 Entity disambiguation (via description) batch_6a07594a23ac81908807df4605555d3f completed May 15, 2026, 5:35 p.m.
Created at: April 10, 2026, 1:42 p.m.