Triple
T22821611
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Turn It Up |
E565245
|
entity |
| Predicate | producer |
P490
|
FINISHED |
| Object | Toby Gad |
E11074
|
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: Toby Gad | Statement: [Turn It Up, producer, Toby Gad]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Toby Gad Context triple: [Turn It Up, producer, Toby Gad]
-
A.
Toby Gad
chosen
Toby Gad is a German-born, Grammy-nominated songwriter and producer known for crafting hit pop and R&B songs for artists such as John Legend, Beyoncé, and Fergie.
-
B.
Matthew Koma
Matthew Koma is an American singer, songwriter, and record producer known for his work in electronic and pop music, including collaborations with artists like Zedd and Tiësto.
-
C.
Benny Blanco
Benny Blanco is an American record producer and songwriter known for crafting numerous chart-topping pop and hip-hop hits for major artists.
-
D.
Tobias Jesso Jr.
Tobias Jesso Jr. is a Canadian singer-songwriter and pianist known for his emotionally resonant, retro-inspired ballads and acclaimed debut album "Goon."
-
E.
Steve Angello
Steve Angello is a Swedish DJ, record producer, and member of the electronic dance music supergroup Swedish House Mafia, known for his influential work in house and progressive house music.
- 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_69e2458426188190b58b8ab4844fe420 |
completed | April 17, 2026, 2:36 p.m. |
| NER | Named-entity recognition | batch_69f17dd11b048190869c0c8a0e3095d7 |
completed | April 29, 2026, 3:41 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0b9ea869348190b4c8edc9f8b5dbc3 |
completed | May 18, 2026, 11:20 p.m. |
Created at: April 17, 2026, 3:33 p.m.