Triple
T6463094
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | What These Bitches Want |
E142167
|
entity |
| Predicate | associatedAct |
P37
|
FINISHED |
| Object | Dru Hill |
E431880
|
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: Dru Hill | Statement: [What These Bitches Want, associatedAct, Dru Hill]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Dru Hill Context triple: [What These Bitches Want, associatedAct, Dru Hill]
-
A.
Dru Hill
chosen
Dru Hill is an American R&B group from Baltimore known for their smooth harmonies and late-1990s hits blending soulful ballads with hip-hop influences.
-
B.
Blackstreet
Blackstreet is an American R&B group best known for their 1996 hit single "No Diggity" and their influential role in 1990s new jack swing.
-
C.
Bell Biv DeVoe
Bell Biv DeVoe is an American R&B/hip-hop group formed by New Edition members Ricky Bell, Michael Bivins, and Ronnie DeVoe, best known for their influential 1990 hit "Poison" and their role in pioneering the new jack swing sound.
-
D.
Nappy Roots
Nappy Roots is an American alternative Southern rap group best known for their early-2000s hits like "Awnaw" and "Po' Folks," blending soulful production with socially conscious, down-to-earth lyrics.
-
E.
Souls of Mischief
Souls of Mischief is an Oakland-based hip hop group known for their intricate lyricism, jazzy production, and membership in the Hieroglyphics collective.
- 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_69c008d2f91c8190a8178767a35e08fc |
completed | March 22, 2026, 3:20 p.m. |
| NER | Named-entity recognition | batch_69c069f7e5908190ae4d8da2b14d274f |
completed | March 22, 2026, 10:15 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c64be4e6888190a685f447e9950163 |
completed | March 27, 2026, 9:20 a.m. |
Created at: March 22, 2026, 4:49 p.m.