Triple

T8428663
Position Surface form Disambiguated ID Type / Status
Subject TQG E199063 entity
Predicate hasProducer P30366 FINISHED
Object Kevyn Mauricio Cruz
Kevyn Mauricio Cruz is a music producer best known for his work on the hit song "TQG" by Karol G and Shakira.
 E731956 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: Kevyn Mauricio Cruz | Statement: [TQG, hasProducer, Kevyn Mauricio Cruz]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Kevyn Mauricio Cruz
Context triple: [TQG, hasProducer, Kevyn Mauricio Cruz]
  • A. Joel Negron
    Joel Negron is a professional film editor known for his work on major Hollywood productions, including the adventure film "Jungle Cruise."
  • B. Richard Anthony Marin
    Richard Anthony Marin, better known as Cheech Marin, is an American comedian, actor, and musician famed for his work in the Cheech & Chong comedy duo and in films and television.
  • C. Marco Antonio Muñiz
    Marco Antonio Muñiz is the birth name of Marc Anthony, the American singer, songwriter, and actor known as one of the best-selling salsa artists of all time.
  • D. Ephrem Lopez
    Ephrem Lopez is an American hip hop DJ and radio personality better known by his stage name DJ Enuff, recognized for his influential work on New York’s Hot 97.
  • E. Nicholas Gonzalez
    Nicholas Gonzalez is an American actor best known for his role as Dr. Neil Melendez on the television series "The Good Doctor."
  • 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: Kevyn Mauricio Cruz
Triple: [TQG, hasProducer, Kevyn Mauricio Cruz]
Generated description
Kevyn Mauricio Cruz is a music producer best known for his work on the hit song "TQG" by Karol G and Shakira.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Kevyn Mauricio Cruz
Target entity description: Kevyn Mauricio Cruz is a music producer best known for his work on the hit song "TQG" by Karol G and Shakira.
  • A. Joel Negron
    Joel Negron is a professional film editor known for his work on major Hollywood productions, including the adventure film "Jungle Cruise."
  • B. Richard Anthony Marin
    Richard Anthony Marin, better known as Cheech Marin, is an American comedian, actor, and musician famed for his work in the Cheech & Chong comedy duo and in films and television.
  • C. Marco Antonio Muñiz
    Marco Antonio Muñiz is the birth name of Marc Anthony, the American singer, songwriter, and actor known as one of the best-selling salsa artists of all time.
  • D. Ephrem Lopez
    Ephrem Lopez is an American hip hop DJ and radio personality better known by his stage name DJ Enuff, recognized for his influential work on New York’s Hot 97.
  • E. Nicholas Gonzalez
    Nicholas Gonzalez is an American actor best known for his role as Dr. Neil Melendez on the television series "The Good Doctor."
  • 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_69ca8313c99081909a5c6d83b91de5b3 completed March 30, 2026, 2:05 p.m.
NER Named-entity recognition batch_69cbd125a53c8190b83a4f6148baa779 completed March 31, 2026, 1:50 p.m.
NED1 Entity disambiguation (via context triple) batch_69ce0376b4708190b2d118bcdf1a00fc completed April 2, 2026, 5:49 a.m.
NEDg Description generation batch_69ce07846da48190aa89b1c185dfcd11 completed April 2, 2026, 6:07 a.m.
NED2 Entity disambiguation (via description) batch_69ce08a5d2988190a64822214b69a223 completed April 2, 2026, 6:11 a.m.
Created at: March 30, 2026, 6:07 p.m.