Triple

T16020435
Position Surface form Disambiguated ID Type / Status
Subject UB40 E388583 entity
Predicate member P10 FINISHED
Object Ali Campbell
Ali Campbell is a British singer and songwriter best known as the lead vocalist and founding member of the reggae/pop band UB40.
E1189099 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: Ali Campbell | Statement: [UB40, member, Ali Campbell]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ali Campbell
Context triple: [UB40, member, Ali Campbell]
  • A. Lizinka Campbell Brown
    Lizinka Campbell Brown was the wife of Confederate Lieutenant General Richard S. Ewell and a Southern woman of notable social standing during the American Civil War era.
  • B. Kathleen Mitchell
    Kathleen Mitchell was an Australian writer and benefactor best known for her legacy in supporting young Australian authors through the literary award that bears her name.
  • C. Karen Gilchrist
    Karen Gilchrist is a film producer best known for her work on major studio projects including Disney’s 2019 photorealistic remake of The Lion King.
  • D. Sally McMillan
    Sally McMillan is a central character in the 1970s television series "McMillan & Wife," known as the witty and resourceful spouse of police commissioner Stewart McMillan.
  • E. Tina Graham
    Tina Graham is known as the wife of American bassist and singer Larry Graham, a pioneering figure in funk music and former member of Sly and the Family Stone.
  • 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: Ali Campbell
Triple: [UB40, member, Ali Campbell]
Generated description
Ali Campbell is a British singer and songwriter best known as the lead vocalist and founding member of the reggae/pop band UB40.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Ali Campbell
Target entity description: Ali Campbell is a British singer and songwriter best known as the lead vocalist and founding member of the reggae/pop band UB40.
  • A. Lizinka Campbell Brown
    Lizinka Campbell Brown was the wife of Confederate Lieutenant General Richard S. Ewell and a Southern woman of notable social standing during the American Civil War era.
  • B. Kathleen Mitchell
    Kathleen Mitchell was an Australian writer and benefactor best known for her legacy in supporting young Australian authors through the literary award that bears her name.
  • C. Karen Gilchrist
    Karen Gilchrist is a film producer best known for her work on major studio projects including Disney’s 2019 photorealistic remake of The Lion King.
  • D. Sally McMillan
    Sally McMillan is a central character in the 1970s television series "McMillan & Wife," known as the witty and resourceful spouse of police commissioner Stewart McMillan.
  • E. Tina Graham
    Tina Graham is known as the wife of American bassist and singer Larry Graham, a pioneering figure in funk music and former member of Sly and the Family Stone.
  • 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_69d86dabcb7c8190b6a39d6831d2fa1b completed April 10, 2026, 3:25 a.m.
NER Named-entity recognition batch_69e183231f2c81908f4e4037c3aa180b completed April 17, 2026, 12:47 a.m.
NED1 Entity disambiguation (via context triple) batch_69ffcf2c6128819091d8f3710578834e completed May 10, 2026, 12:19 a.m.
NEDg Description generation batch_69ffcfea613c8190abfed4d9b32eeeee completed May 10, 2026, 12:23 a.m.
NED2 Entity disambiguation (via description) batch_69ffd0b3d4b08190b1be30954d5d76c0 completed May 10, 2026, 12:26 a.m.
Created at: April 10, 2026, 4:55 a.m.