Triple

T17464837
Position Surface form Disambiguated ID Type / Status
Subject Now E425247 entity
Predicate producer P490 FINISHED
Object 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.
E1271181 NE FINISHED

How this triple was built (4 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.
NEDg Description generation gpt-5.1
Instruction
Generate a one-sentence description of the target entity. 
You are given a context triple in the form (subject, predicate, object), where the object is the target entity. 
# Instructions
Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. 
Avoid repeating the information from the triple, unless really essential.
# Response Format
Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Matthew Koma
Triple: [Now, producer, Matthew Koma]
Generated 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.
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 (5 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.
NED1 Entity disambiguation (via context triple) batch_6a01b825ed208190997ec8868c7d6f4a completed May 11, 2026, 11:06 a.m.
NEDg Description generation batch_6a01b963291481909791d9c136a9fd69 completed May 11, 2026, 11:11 a.m.
NED2 Entity disambiguation (via description) batch_6a01ba3eeb6c8190926d2cb538fcb908 completed May 11, 2026, 11:15 a.m.
Created at: April 10, 2026, 5:47 a.m.