Triple

T18109511
Position Surface form Disambiguated ID Type / Status
Subject Guy Sigsworth E433434 entity
Predicate collaboratedWith P435 FINISHED
Object Beverley Knight
Beverley Knight is a British soul and R&B singer-songwriter and actress renowned for her powerful vocals and contributions to the UK music scene since the mid-1990s.
E1307165 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: Beverley Knight | Statement: [Guy Sigsworth, collaboratedWith, Beverley Knight]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Beverley Knight
Context triple: [Guy Sigsworth, collaboratedWith, Beverley Knight]
  • A. Elaine Paige
    Elaine Paige is an English singer and actress renowned as the "First Lady of British Musical Theatre" for her leading roles in hit West End and Broadway productions such as Evita and Cats.
  • B. Katy B
    Katy B is a British singer and songwriter known for her blend of dance, electronic, and R&B music and her prominent role in the UK dance scene.
  • C. Keshia Chanté
    Keshia Chanté is a Canadian singer, actress, and television personality known for her R&B music career and prominent hosting roles on music video countdown shows.
  • D. Joss Stone
    Joss Stone is an English soul and R&B singer-songwriter known for her powerful, bluesy vocals and hit albums like "The Soul Sessions."
  • E. Melanie C
    Melanie C is an English singer, songwriter, and former Spice Girls member best known as "Sporty Spice" and for her successful solo pop career.
  • 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: Beverley Knight
Triple: [Guy Sigsworth, collaboratedWith, Beverley Knight]
Generated description
Beverley Knight is a British soul and R&B singer-songwriter and actress renowned for her powerful vocals and contributions to the UK music scene since the mid-1990s.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Beverley Knight
Target entity description: Beverley Knight is a British soul and R&B singer-songwriter and actress renowned for her powerful vocals and contributions to the UK music scene since the mid-1990s.
  • A. Elaine Paige
    Elaine Paige is an English singer and actress renowned as the "First Lady of British Musical Theatre" for her leading roles in hit West End and Broadway productions such as Evita and Cats.
  • B. Katy B
    Katy B is a British singer and songwriter known for her blend of dance, electronic, and R&B music and her prominent role in the UK dance scene.
  • C. Keshia Chanté
    Keshia Chanté is a Canadian singer, actress, and television personality known for her R&B music career and prominent hosting roles on music video countdown shows.
  • D. Joss Stone
    Joss Stone is an English soul and R&B singer-songwriter known for her powerful, bluesy vocals and hit albums like "The Soul Sessions."
  • E. Melanie C
    Melanie C is an English singer, songwriter, and former Spice Girls member best known as "Sporty Spice" and for her successful solo pop career.
  • 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_69d8b90916008190a1f110bd7ced5473 completed April 10, 2026, 8:47 a.m.
NER Named-entity recognition batch_69e4ddd13cb48190bff06b472e34dd0e completed April 19, 2026, 1:51 p.m.
NED1 Entity disambiguation (via context triple) batch_6a037c3930e0819083b2355a0af67b72 completed May 12, 2026, 7:15 p.m.
NEDg Description generation batch_6a037dc3a150819085368bcf620e8768 completed May 12, 2026, 7:21 p.m.
NED2 Entity disambiguation (via description) batch_6a037e99ae98819087afa088fb42e847 completed May 12, 2026, 7:25 p.m.
Created at: April 10, 2026, 10:28 a.m.