Triple
T979045
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ludacris |
E21124
|
entity |
| Predicate | associatedWith |
P37
|
FINISHED |
| Object | Usher |
E64985
|
NE FINISHED |
How this triple was built (2 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: Usher | Statement: [Ludacris, associatedWith, Usher]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Usher Context triple: [Ludacris, associatedWith, Usher]
-
A.
Usher
chosen
Usher is an American R&B singer, songwriter, dancer, and actor known for his smooth vocals, dynamic performances, and multi-platinum albums such as "Confessions."
-
B.
Chris Brown
Chris Brown is a film producer known for his work on the World War II drama "The Railway Man."
-
C.
Brian McKnight
Brian McKnight is an American R&B singer, songwriter, producer, and multi-instrumentalist known for his smooth vocals and romantic ballads.
-
D.
P. Diddy
P. Diddy, also known as Sean "Diddy" Combs, is an American rapper, producer, and entrepreneur who rose to prominence in the 1990s as a key figure in hip-hop and the founder of Bad Boy Records.
-
E.
Redman
Redman is an American rapper and actor known for his energetic delivery, humorous lyrics, and influential work in 1990s East Coast hip hop, including collaborations with Method Man.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69a493c2b62c8190b616351789ec47f8 |
completed | March 1, 2026, 7:30 p.m. |
| NER | Named-entity recognition | batch_69a4b479e8f081908183448c36244e1f |
completed | March 1, 2026, 9:49 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ac1cde59ac8190a04e3412805bc130 |
completed | March 7, 2026, 12:41 p.m. |
Created at: March 1, 2026, 7:40 p.m.