Triple
T13794707
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Beauty Behind the Madness |
E331485
|
entity |
| Predicate | producer |
P490
|
FINISHED |
| Object | DannyBoyStyles |
E340533
|
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: DannyBoyStyles | Statement: [Beauty Behind the Madness, producer, DannyBoyStyles]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: DannyBoyStyles Context triple: [Beauty Behind the Madness, producer, DannyBoyStyles]
-
A.
DannyBoyStyles
chosen
DannyBoyStyles is a Canadian record producer best known for his frequent collaborations with The Weeknd, including extensive work on the album "Starboy."
-
B.
Desmond Styles
Desmond Styles is the father of English singer and former One Direction member Harry Styles.
-
C.
Danny Blue
Danny Blue is a charismatic and quick-witted con artist in the British television series "Hustle," known for his role in elaborate long cons and confidence tricks.
-
D.
Doveman
Doveman is the stage name of Thomas Bartlett, an American pianist, singer, and producer known for his atmospheric indie-folk music and extensive collaborations across the alternative and experimental music scenes.
-
E.
Danny Wilde
Danny Wilde is an American musician and songwriter best known as a member of The Rembrandts and co-writer of the hit TV theme song "I'll Be There for You" from Friends.
- 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_69d81c58feb08190a77bca8bf7d6d20f |
completed | April 9, 2026, 9:38 p.m. |
| NER | Named-entity recognition | batch_69de0259b0e4819081c11ced694384fb |
completed | April 14, 2026, 9:01 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f7b083387081909c6f4beb0e12cf36 |
completed | May 3, 2026, 8:30 p.m. |
Created at: April 9, 2026, 10:11 p.m.