Triple

T13995116
Position Surface form Disambiguated ID Type / Status
Subject Frankie Bridge E336674 entity
Predicate formerlyKnownAs P65 FINISHED
Object Frankie Sandford
Frankie Sandford, now known as Frankie Bridge, is a British singer and television personality best known as a member of the girl group The Saturdays and previously S Club 8.
 E1074158 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: Frankie Sandford | Statement: [Frankie Bridge, formerlyKnownAs, Frankie Sandford]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Frankie Sandford
Context triple: [Frankie Bridge, formerlyKnownAs, Frankie Sandford]
  • A. Frankie Dart
    Frankie Dart is a pragmatic, no-nonsense administrative consultant introduced in the sixth season of the TV sitcom "Community," known for trying to bring order and efficiency to Greendale Community College.
  • B. Frankie Randall
    Frankie Randall was an American professional boxer best known for being the first man to defeat Julio César Chávez and for holding multiple world titles in the light welterweight division.
  • C. Frankie Sullivan
    Frankie Sullivan is an American guitarist and songwriter best known as a founding member of the rock band Survivor and co-writer of their hit anthem "Eye of the Tiger."
  • D. Frankie Scott
    Frankie Scott is a character in the John Wick prequel series "The Continental: From the World of John Wick," involved in the criminal underworld surrounding the infamous assassin hotel.
  • E. Frankie Foster
    Frankie Foster is a responsible, red-haired young woman who manages the day-to-day chaos at Foster's Home for Imaginary Friends in the animated television series.
  • 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: Frankie Sandford
Triple: [Frankie Bridge, formerlyKnownAs, Frankie Sandford]
Generated description
Frankie Sandford, now known as Frankie Bridge, is a British singer and television personality best known as a member of the girl group The Saturdays and previously S Club 8.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Frankie Sandford
Target entity description: Frankie Sandford, now known as Frankie Bridge, is a British singer and television personality best known as a member of the girl group The Saturdays and previously S Club 8.
  • A. Frankie Dart
    Frankie Dart is a pragmatic, no-nonsense administrative consultant introduced in the sixth season of the TV sitcom "Community," known for trying to bring order and efficiency to Greendale Community College.
  • B. Frankie Randall
    Frankie Randall was an American professional boxer best known for being the first man to defeat Julio César Chávez and for holding multiple world titles in the light welterweight division.
  • C. Frankie Sullivan
    Frankie Sullivan is an American guitarist and songwriter best known as a founding member of the rock band Survivor and co-writer of their hit anthem "Eye of the Tiger."
  • D. Frankie Scott
    Frankie Scott is a character in the John Wick prequel series "The Continental: From the World of John Wick," involved in the criminal underworld surrounding the infamous assassin hotel.
  • E. Frankie Foster
    Frankie Foster is a responsible, red-haired young woman who manages the day-to-day chaos at Foster's Home for Imaginary Friends in the animated television series.
  • 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.