Triple

T16555936
Position Surface form Disambiguated ID Type / Status
Subject Paul Heaton E402200 entity
Predicate collaboratesWith P37 FINISHED
Object Jacqui Abbott
Jacqui Abbott is an English singer best known as the former lead vocalist of The Beautiful South and for her later chart-topping collaborations with Paul Heaton.
E1219747 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: Jacqui Abbott | Statement: [Paul Heaton, collaboratesWith, Jacqui Abbott]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Jacqui Abbott
Context triple: [Paul Heaton, collaboratesWith, Jacqui Abbott]
  • A. Lisa Roberts
    Lisa Roberts is one of the children of Ralph J. Roberts, the American businessman best known as a co-founder of Comcast.
  • B. Mattiwilda Dobbs
    Mattiwilda Dobbs was a pioneering American coloratura soprano who became one of the first Black singers to achieve international acclaim in the world of opera.
  • C. Louise Hobbs
    Louise Hobbs is best known as the wife of British actor and television presenter Tony Robinson.
  • D. Bonnie Lisbon
    Bonnie Lisbon is one of the troubled Lisbon sisters whose inner life and tragic fate are central to the haunting coming-of-age story in "The Virgin Suicides."
  • E. Casey Gardner
    Casey Gardner is a central character in the TV series "Atypical," known as Sam Gardner’s athletic, outspoken younger sister who struggles to balance family loyalty with her own identity and ambitions.
  • 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: Jacqui Abbott
Triple: [Paul Heaton, collaboratesWith, Jacqui Abbott]
Generated description
Jacqui Abbott is an English singer best known as the former lead vocalist of The Beautiful South and for her later chart-topping collaborations with Paul Heaton.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Jacqui Abbott
Target entity description: Jacqui Abbott is an English singer best known as the former lead vocalist of The Beautiful South and for her later chart-topping collaborations with Paul Heaton.
  • A. Lisa Roberts
    Lisa Roberts is one of the children of Ralph J. Roberts, the American businessman best known as a co-founder of Comcast.
  • B. Mattiwilda Dobbs
    Mattiwilda Dobbs was a pioneering American coloratura soprano who became one of the first Black singers to achieve international acclaim in the world of opera.
  • C. Louise Hobbs
    Louise Hobbs is best known as the wife of British actor and television presenter Tony Robinson.
  • D. Bonnie Lisbon
    Bonnie Lisbon is one of the troubled Lisbon sisters whose inner life and tragic fate are central to the haunting coming-of-age story in "The Virgin Suicides."
  • E. Casey Gardner
    Casey Gardner is a central character in the TV series "Atypical," known as Sam Gardner’s athletic, outspoken younger sister who struggles to balance family loyalty with her own identity and ambitions.
  • 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_69d8838648088190acf97ef11fc3f61b completed April 10, 2026, 4:58 a.m.
NER Named-entity recognition batch_69e34fc99f648190b40869ce52d351c8 completed April 18, 2026, 9:32 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0067ba4bec81909dfa87bcd2bfa7be completed May 10, 2026, 11:10 a.m.
NEDg Description generation batch_6a00693d373c8190b086f81792491ea0 completed May 10, 2026, 11:17 a.m.
NED2 Entity disambiguation (via description) batch_6a0069c89d908190ba028063d6945647 completed May 10, 2026, 11:19 a.m.
Created at: April 10, 2026, 5:15 a.m.