Triple
T18504178
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Pepa |
E452157
|
entity |
| Predicate | partOf |
P40
|
FINISHED |
| Object | pioneering hip hop group Salt-N-Pepa |
—
|
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: pioneering hip hop group Salt-N-Pepa | Statement: [Pepa, partOf, pioneering hip hop group Salt-N-Pepa]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: pioneering hip hop group Salt-N-Pepa Context triple: [Pepa, partOf, pioneering hip hop group Salt-N-Pepa]
-
A.
Salt-N-Pepa
chosen
Salt-N-Pepa is a pioneering American female hip hop trio known for their groundbreaking role in bringing feminist themes and mainstream success to rap music in the late 1980s and 1990s.
-
B.
Salt-N-Pepa discography
The Salt-N-Pepa discography encompasses the complete collection of albums, singles, and other recordings released by the pioneering American hip hop trio Salt-N-Pepa.
-
C.
The Sugarhill Gang
The Sugarhill Gang is an American hip hop group best known for their 1979 single "Rapper's Delight," one of the first rap songs to gain widespread mainstream popularity.
-
D.
The Beatnuts
The Beatnuts are a Queens-based hip hop production duo and rap group known for their sample-heavy, Latin-influenced boom-bap sound and underground cult following in the 1990s.
-
E.
Naughty by Nature
Naughty by Nature is an American hip hop trio from New Jersey known for their influential 1990s hits like "O.P.P." and "Hip Hop Hooray."
- 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_69d8d386df84819092355ebb260d848e |
completed | April 10, 2026, 10:40 a.m. |
| NER | Named-entity recognition | batch_69e53341063c81908361b0eb78794145 |
completed | April 19, 2026, 7:55 p.m. |
Created at: April 10, 2026, 11:36 a.m.