Triple
T8427083
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Timeless (album) |
E199028
|
entity |
| Predicate | producer |
P490
|
FINISHED |
| Object | will.i.am music group |
E198368
|
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: will.i.am music group | Statement: [Timeless (album), producer, will.i.am music group]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: will.i.am music group Context triple: [Timeless (album), producer, will.i.am music group]
-
A.
will.i.am Music Group
chosen
will.i.am Music Group is the record label founded by musician and producer will.i.am, known for releasing his projects and related artists’ music.
-
B.
will.i.am
will.i.am is an American rapper, singer, songwriter, and record producer best known as a founding member of the Black Eyed Peas and for his extensive work as a pop and hip-hop producer.
-
C.
The Neptunes
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.
-
D.
G-Unit
G-Unit is an American hip hop group and record label founded by rapper 50 Cent, known for its early-2000s mixtapes, chart-topping albums, and prominent members like Lloyd Banks and Tony Yayo.
-
E.
Wiz
Wiz is a music video director known for creating visually distinctive videos, including work on the video for "Spaceman."
- 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_69ca8313c99081909a5c6d83b91de5b3 |
completed | March 30, 2026, 2:05 p.m. |
| NER | Named-entity recognition | batch_69cbd122af6481908fbe53fe30bdd135 |
completed | March 31, 2026, 1:50 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cea82225148190b9dd190655114c8a |
completed | April 2, 2026, 5:32 p.m. |
Created at: March 30, 2026, 6:07 p.m.