Triple
T23391536
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | The Art of Hustle |
E594030
|
entity |
| Predicate | featuresArtist |
P1952
|
FINISHED |
| Object | K. Michelle |
—
|
NE NERFINISHED |
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: K. Michelle | Statement: [The Art of Hustle, featuresArtist, K. Michelle]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: K. Michelle Context triple: [The Art of Hustle, featuresArtist, K. Michelle]
-
A.
K. Michelle
chosen
K. Michelle is an American R&B singer, songwriter, and television personality known for her powerful vocals, emotionally raw music, and appearances on reality shows like "Love & Hip Hop: Atlanta."
-
B.
Chrisette Michele
Chrisette Michele is an American R&B and soul singer-songwriter known for her rich, emotive vocals and collaborations with prominent hip-hop and R&B artists.
-
C.
Ciara Renée
Ciara Renée is an American actress and singer best known for her role as the superhero Hawkgirl/Kendra Saunders in the Arrowverse television series, including DC's Legends of Tomorrow.
-
D.
Amerie
Amerie is an American singer, songwriter, and producer best known for her early-2000s R&B hits like "1 Thing" and her distinctive blend of soul, funk, and go-go influences.
-
E.
Keri Hilson
Keri Hilson is an American singer, songwriter, and actress known for her R&B and pop hits as well as her work writing songs for other major artists.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
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_69e25d2754fc819085deea939bde60ab |
completed | April 17, 2026, 4:17 p.m. |
| NER | Named-entity recognition | batch_69f1a49ca5a0819091b74ca59e7fedd4 |
completed | April 29, 2026, 6:26 a.m. |
Created at: April 17, 2026, 5:36 p.m.