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.