Triple
T18504543
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Blacks’ Magic |
E452165
|
entity |
| Predicate | producer |
P490
|
FINISHED |
| Object | Hurby Luv Bug |
—
|
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: Hurby Luv Bug | Statement: [Blacks’ Magic, producer, Hurby Luv Bug]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Hurby Luv Bug Context triple: [Blacks’ Magic, producer, Hurby Luv Bug]
-
A.
Hurby Luv Bug
chosen
Hurby "Luv Bug" Azor is a hip-hop producer and songwriter best known for crafting early hits for Salt-N-Pepa and helping shape the sound of late-1980s rap.
-
B.
AMC Gremlin
The AMC Gremlin is a subcompact car produced in the 1970s, known for its distinctive chopped-tail design and status as one of the first American-made compact hatchbacks.
-
C.
Little Deuce Coupe
"Little Deuce Coupe" is a 1963 hot rod–themed studio album by the Beach Boys that helped define their early car-culture sound.
-
D.
Wavy Ranchero
Wavy Ranchero is a foul-mouthed, laid-back alligator puppet who frequently appeared as a comedic side character on The Late Late Show with Craig Ferguson.
-
E.
Red Duster
The Red Duster is the traditional British civil ensign, a red flag with the Union Jack in the canton historically flown by British merchant ships.
- 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.