Triple
T22335211
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Cedric Yarbrough |
E552127
|
entity |
| Predicate | familyName |
P18
|
FINISHED |
| Object | Yarbrough |
—
|
NE NERFINISHED |
How this triple was built (3 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: Yarbrough | Statement: [Cedric Yarbrough, familyName, Yarbrough]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Yarbrough Context triple: [Cedric Yarbrough, familyName, Yarbrough]
-
A.
Hemby
Hemby is a surname most notably associated with American songwriter and singer Natalie Hemby.
-
B.
Beauford
Beauford is a surname most notably associated with Carter Beauford, the acclaimed drummer and founding member of the Dave Matthews Band.
-
C.
Ragsdale
Ragsdale is the surname of American singer, songwriter, and comedian Ray Stevens.
-
D.
Bradeley
Bradeley is a residential area within the city of Stoke-on-Trent in Staffordshire, England.
-
E.
Bivins
Bivins is a surname most notably associated with Michael Bivins, an American singer, rapper, and music executive known for his work with New Edition and Bell Biv DeVoe.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Yarbrough Target entity description: Yarbrough is a surname of English origin borne by various notable individuals across fields such as entertainment, sports, and public service.
-
A.
Hemby
Hemby is a surname most notably associated with American songwriter and singer Natalie Hemby.
-
B.
Beauford
Beauford is a surname most notably associated with Carter Beauford, the acclaimed drummer and founding member of the Dave Matthews Band.
-
C.
Ragsdale
Ragsdale is the surname of American singer, songwriter, and comedian Ray Stevens.
-
D.
Bradeley
Bradeley is a residential area within the city of Stoke-on-Trent in Staffordshire, England.
-
E.
Bivins
Bivins is a surname most notably associated with Michael Bivins, an American singer, rapper, and music executive known for his work with New Edition and Bell Biv DeVoe.
- F. None of above. chosen
Provenance (2 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_69e11e494eec81909c4d2d51f69499d9 |
completed | April 16, 2026, 5:37 p.m. |
| NER | Named-entity recognition | batch_69f1577e35f48190b11789d80182653e |
completed | April 29, 2026, 12:57 a.m. |
Created at: April 16, 2026, 8:43 p.m.