Triple
T15951053
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Sugababes |
E386818
|
entity |
| Predicate | foundingMember |
P446
|
FINISHED |
| Object |
Keisha Buchanan
Keisha Buchanan is a British singer and songwriter best known as a founding member and longtime vocalist of the girl group Sugababes.
|
E1189892
|
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: Keisha Buchanan | Statement: [Sugababes, foundingMember, Keisha Buchanan]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Keisha Buchanan Context triple: [Sugababes, foundingMember, Keisha Buchanan]
-
A.
Keisha Morris
Keisha Morris is an American woman best known for her brief marriage to iconic rapper and actor Tupac Shakur in the mid-1990s.
-
B.
Keisha Thompson
Keisha Thompson is a British poet, playwright, and theatre-maker who serves as the artistic director of Manchester’s Contact Theatre.
-
C.
Keisha Chambers
Keisha Chambers is the wife of actor and former model Justin Chambers, known for maintaining a private life largely outside the entertainment spotlight.
-
D.
Keisha Plum
Keisha Plum is a spoken-word artist and poet closely associated with the Buffalo-based hip-hop collective Griselda Records, known for her distinctive narrative interludes on their projects.
-
E.
Michelle LaVaughn Robinson
Michelle LaVaughn Robinson is the birth name of Michelle Obama, the American lawyer, author, and former First Lady of the United States.
- 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: Keisha Buchanan Triple: [Sugababes, foundingMember, Keisha Buchanan]
Generated description
Keisha Buchanan is a British singer and songwriter best known as a founding member and longtime vocalist of the girl group Sugababes.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Keisha Buchanan Target entity description: Keisha Buchanan is a British singer and songwriter best known as a founding member and longtime vocalist of the girl group Sugababes.
-
A.
Keisha Morris
Keisha Morris is an American woman best known for her brief marriage to iconic rapper and actor Tupac Shakur in the mid-1990s.
-
B.
Keisha Thompson
Keisha Thompson is a British poet, playwright, and theatre-maker who serves as the artistic director of Manchester’s Contact Theatre.
-
C.
Keisha Chambers
Keisha Chambers is the wife of actor and former model Justin Chambers, known for maintaining a private life largely outside the entertainment spotlight.
-
D.
Keisha Plum
Keisha Plum is a spoken-word artist and poet closely associated with the Buffalo-based hip-hop collective Griselda Records, known for her distinctive narrative interludes on their projects.
-
E.
Michelle LaVaughn Robinson
Michelle LaVaughn Robinson is the birth name of Michelle Obama, the American lawyer, author, and former First Lady of the United States.
- 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_69d86da882448190a82ea962fe343b79 |
completed | April 10, 2026, 3:25 a.m. |
| NER | Named-entity recognition | batch_69e156d59f5081909f6a81d578c4e2e8 |
completed | April 16, 2026, 9:38 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ffcf16b1b881909768d18b889260da |
completed | May 10, 2026, 12:19 a.m. |
| NEDg | Description generation | batch_69ffd0adc58881908488e3237159ffab |
completed | May 10, 2026, 12:26 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ffd1376e5081908920ecd3a4744662 |
completed | May 10, 2026, 12:28 a.m. |
Created at: April 10, 2026, 4:53 a.m.