Triple

T13995099
Position Surface form Disambiguated ID Type / Status
Subject Frankie Bridge E336674 entity
Predicate birthName P65 FINISHED
Object Francesca Sandford
Francesca Sandford is a British singer and media personality best known as Frankie Bridge, a member of the girl groups S Club 8 and The Saturdays.
E1074156 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: Francesca Sandford | Statement: [Frankie Bridge, birthName, Francesca Sandford]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Francesca Sandford
Context triple: [Frankie Bridge, birthName, Francesca Sandford]
  • A. Sarah Lancaster
    Sarah Lancaster is an American actress best known for her television roles, including playing Ellie Bartowski on the series "Chuck."
  • B. Rosemary Forsyth
    Rosemary Forsyth is a Canadian-born American actress best known for her roles in 1960s and 1970s films and television dramas.
  • C. Elisabeth Furse
    Elisabeth Furse was a British writer and activist known for her work in political and social causes in mid-20th-century Britain.
  • D. Elizabeth Cranfield
    Elizabeth Cranfield was an English noblewoman of the early 17th century, best known as the mother of John Sheffield, 1st Duke of Buckingham and Normanby.
  • E. Frederica Vernon
    Frederica Vernon is a central young character in Jane Austen’s novella "Lady Susan," portrayed as the gentle, morally upright daughter whose sincerity contrasts sharply with her manipulative mother.
  • 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: Francesca Sandford
Triple: [Frankie Bridge, birthName, Francesca Sandford]
Generated description
Francesca Sandford is a British singer and media personality best known as Frankie Bridge, a member of the girl groups S Club 8 and The Saturdays.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Francesca Sandford
Target entity description: Francesca Sandford is a British singer and media personality best known as Frankie Bridge, a member of the girl groups S Club 8 and The Saturdays.
  • A. Sarah Lancaster
    Sarah Lancaster is an American actress best known for her television roles, including playing Ellie Bartowski on the series "Chuck."
  • B. Rosemary Forsyth
    Rosemary Forsyth is a Canadian-born American actress best known for her roles in 1960s and 1970s films and television dramas.
  • C. Elisabeth Furse
    Elisabeth Furse was a British writer and activist known for her work in political and social causes in mid-20th-century Britain.
  • D. Elizabeth Cranfield
    Elizabeth Cranfield was an English noblewoman of the early 17th century, best known as the mother of John Sheffield, 1st Duke of Buckingham and Normanby.
  • E. Frederica Vernon
    Frederica Vernon is a central young character in Jane Austen’s novella "Lady Susan," portrayed as the gentle, morally upright daughter whose sincerity contrasts sharply with her manipulative mother.
  • 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_69d81c645c5c8190b1fd16a285a1b78a completed April 9, 2026, 9:38 p.m.
NER Named-entity recognition batch_69de2eb53f508190855cd69b8061dd77 completed April 14, 2026, 12:10 p.m.
NED1 Entity disambiguation (via context triple) batch_69fbac9d4a54819091c7efbeb4dcc5f7 completed May 6, 2026, 9:03 p.m.
NEDg Description generation batch_69fbadc6cb2c8190bdf66ad1fa6dd392 completed May 6, 2026, 9:08 p.m.
NED2 Entity disambiguation (via description) batch_69fbb01071408190a85e5e9be0150593 completed May 6, 2026, 9:18 p.m.
Created at: April 9, 2026, 10:19 p.m.