Triple
T17464837
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Now |
E425247
|
entity |
| Predicate | producer |
P490
|
FINISHED |
| Object | Matthew Koma |
—
|
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: Matthew Koma | Statement: [Now, producer, Matthew Koma]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Matthew Koma Context triple: [Now, producer, Matthew Koma]
-
A.
Sean Kingston
Sean Kingston is a Jamaican-American singer and songwriter best known for his 2007 hit single "Beautiful Girls" and his blend of reggae, pop, and R&B music.
-
B.
David Cook
David Cook is an American rock singer-songwriter who rose to fame as the winner of the seventh season of American Idol and has since released several successful albums and singles.
-
C.
Corbin Bleu
Corbin Bleu is an American actor, singer, and dancer best known for his breakout role in Disney Channel’s High School Musical franchise and subsequent work in film, television, and theater.
-
D.
Austin Mahone
Austin Mahone is an American pop singer and songwriter who gained fame in the early 2010s through YouTube covers and hit singles like "What About Love" and "Mmm Yeah."
-
E.
Jordan Schur
Jordan Schur is an American music and film executive and producer known for founding Flip Records and co-founding Suretone Records, working with major rock bands and producing various film projects.
- 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: Matthew Koma Target entity description: 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.
-
A.
Sean Kingston
Sean Kingston is a Jamaican-American singer and songwriter best known for his 2007 hit single "Beautiful Girls" and his blend of reggae, pop, and R&B music.
-
B.
David Cook
David Cook is an American rock singer-songwriter who rose to fame as the winner of the seventh season of American Idol and has since released several successful albums and singles.
-
C.
Corbin Bleu
Corbin Bleu is an American actor, singer, and dancer best known for his breakout role in Disney Channel’s High School Musical franchise and subsequent work in film, television, and theater.
-
D.
Austin Mahone
Austin Mahone is an American pop singer and songwriter who gained fame in the early 2010s through YouTube covers and hit singles like "What About Love" and "Mmm Yeah."
-
E.
Jordan Schur
Jordan Schur is an American music and film executive and producer known for founding Flip Records and co-founding Suretone Records, working with major rock bands and producing various film projects.
- 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_69d889dbc2e88190b18ea6115e819258 |
completed | April 10, 2026, 5:25 a.m. |
| NER | Named-entity recognition | batch_69e451a6c2e08190bca9de56ee2f5136 |
completed | April 19, 2026, 3:53 a.m. |
Created at: April 10, 2026, 5:47 a.m.