Triple
T3130804
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Chester French |
E65406
|
entity |
| Predicate | collaboratedWith |
P435
|
FINISHED |
| Object | The Neptunes |
E5588
|
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: The Neptunes | Statement: [Chester French, collaboratedWith, The Neptunes]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: The Neptunes Context triple: [Chester French, collaboratedWith, The Neptunes]
-
A.
The Neptunes
chosen
The Neptunes are a highly influential American production duo, Pharrell Williams and Chad Hugo, known for their innovative, genre-blending work with major hip-hop and pop artists since the late 1990s.
-
B.
N.E.R.D
N.E.R.D is an American alternative hip hop and rock band formed by Pharrell Williams, Chad Hugo, and Shay Haley, known for its genre-blending sound and experimental production.
-
C.
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.
-
D.
Jodeci
Jodeci is an influential American R&B group known for pioneering the gritty, hip-hop–infused soul sound of the 1990s and inspiring many later artists in the genre.
-
E.
Jermaine Dupri
Jermaine Dupri is an American record producer, songwriter, and rapper known for his influential work in hip-hop and R&B and for founding the So So Def record label.
- 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_69ad8581c25c8190b0d85ba9b9baa531 |
completed | March 8, 2026, 2:19 p.m. |
| NER | Named-entity recognition | batch_69ada54b0e688190b691771f17f4c721 |
completed | March 8, 2026, 4:35 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b2f3b27a088190b20b3f4404c02c32 |
completed | March 12, 2026, 5:11 p.m. |
Created at: March 8, 2026, 3:04 p.m.