Triple

T15045542
Position Surface form Disambiguated ID Type / Status
Subject Clean Bandit E379215 entity
Predicate collaboratedWith P435 FINISHED
Object Louisa Johnson
Louisa Johnson is a British pop singer who rose to fame after winning the twelfth series of The X Factor UK and has since released charting singles and notable collaborations.
E1164501 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: Louisa Johnson | Statement: [Clean Bandit, collaboratedWith, Louisa Johnson]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Louisa Johnson
Context triple: [Clean Bandit, collaboratedWith, Louisa Johnson]
  • A. Louisa Hawkins
    Louisa Hawkins was the first wife of Sir Arthur Conan Doyle, the famed British author and creator of Sherlock Holmes.
  • B. Louisa Burton
    Louisa Burton was the wife of influential 19th-century English architect and designer Augustus Welby Northmore Pugin.
  • C. Louisa Massey
    Louisa Massey was an early 19th-century American woman honored for her family's prominence and influence on the Iowa frontier, for whom Louisa County, Iowa, is named.
  • D. Louisa Ellingham
    Louisa Ellingham is a fictional school headmistress and the long-suffering wife of the socially awkward doctor Martin Ellingham in the British television series "Doc Martin."
  • E. Louise Johnson
    Louise Johnson was a pioneering British biochemist and crystallographer renowned for her groundbreaking work on protein structure and enzyme mechanisms.
  • 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: Louisa Johnson
Triple: [Clean Bandit, collaboratedWith, Louisa Johnson]
Generated description
Louisa Johnson is a British pop singer who rose to fame after winning the twelfth series of The X Factor UK and has since released charting singles and notable collaborations.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Louisa Johnson
Target entity description: Louisa Johnson is a British pop singer who rose to fame after winning the twelfth series of The X Factor UK and has since released charting singles and notable collaborations.
  • A. Louisa Hawkins
    Louisa Hawkins was the first wife of Sir Arthur Conan Doyle, the famed British author and creator of Sherlock Holmes.
  • B. Louisa Burton
    Louisa Burton was the wife of influential 19th-century English architect and designer Augustus Welby Northmore Pugin.
  • C. Louisa Massey
    Louisa Massey was an early 19th-century American woman honored for her family's prominence and influence on the Iowa frontier, for whom Louisa County, Iowa, is named.
  • D. Louisa Ellingham
    Louisa Ellingham is a fictional school headmistress and the long-suffering wife of the socially awkward doctor Martin Ellingham in the British television series "Doc Martin."
  • E. Louise Johnson
    Louise Johnson was a pioneering British biochemist and crystallographer renowned for her groundbreaking work on protein structure and enzyme mechanisms.
  • 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_69d85cd64d108190853797a95c11cc45 completed April 10, 2026, 2:13 a.m.
NER Named-entity recognition batch_69ded830c3c08190a87b81abbbb75377 completed April 15, 2026, 12:13 a.m.
NED1 Entity disambiguation (via context triple) batch_69ff4c2d21348190a8045cf1847396e0 completed May 9, 2026, 3:01 p.m.
NEDg Description generation batch_69ff4cf62a6081909ba4904d599d1f3c completed May 9, 2026, 3:04 p.m.
NED2 Entity disambiguation (via description) batch_69ff4d61c16c8190831f894fc224efbc completed May 9, 2026, 3:06 p.m.
Created at: April 10, 2026, 3 a.m.