Triple
T23331169
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | 9 A.M. (The Comfort Zone) |
E591445
|
entity |
| Predicate | producer |
P490
|
FINISHED |
| Object | Willy M |
—
|
NE NERFINISHED |
How this triple was built (3 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: Willy M | Statement: [9 A.M. (The Comfort Zone), producer, Willy M]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Willy M Context triple: [9 A.M. (The Comfort Zone), producer, Willy M]
-
A.
Willy Roy
Willy Roy is a former German-American soccer player and coach best known for leading the Chicago Sting to success in the North American Soccer League.
-
B.
Willy-B
Willy-B is the popular nickname for Williams–Brice Stadium, the University of South Carolina’s primary football venue in Columbia.
-
C.
Willy
Willy is a common diminutive form of the given name William, often used as an informal or affectionate nickname.
-
D.
Willie D
Willie D is an American rapper, songwriter, and member of the pioneering Houston hip hop group Geto Boys, known for his gritty lyrics and influential role in Southern rap.
-
E.
Willie B
Willie B is a hip-hop record producer known for his work with artists like Kendrick Lamar and contributions to the TDE (Top Dawg Entertainment) sound.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Willy M Target entity description: Willy M is a music producer known for his work on the track "9 A.M. (The Comfort Zone)."
-
A.
Willy Roy
Willy Roy is a former German-American soccer player and coach best known for leading the Chicago Sting to success in the North American Soccer League.
-
B.
Willy-B
Willy-B is the popular nickname for Williams–Brice Stadium, the University of South Carolina’s primary football venue in Columbia.
-
C.
Willy
Willy is a common diminutive form of the given name William, often used as an informal or affectionate nickname.
-
D.
Willie D
Willie D is an American rapper, songwriter, and member of the pioneering Houston hip hop group Geto Boys, known for his gritty lyrics and influential role in Southern rap.
-
E.
Willie B
Willie B is a hip-hop record producer known for his work with artists like Kendrick Lamar and contributions to the TDE (Top Dawg Entertainment) sound.
- F. None of above. chosen
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_69e25d20156c81908c5c53195bd9c738 |
completed | April 17, 2026, 4:17 p.m. |
| NER | Named-entity recognition | batch_69f197edfbbc81908cb56507cd280737 |
completed | April 29, 2026, 5:32 a.m. |
Created at: April 17, 2026, 5:15 p.m.