Triple

T23391510
Position Surface form Disambiguated ID Type / Status
Subject The Art of Hustle E594030 entity
Predicate hasProducer P30366 FINISHED
Object Red on the Beat
Red on the Beat is a music producer known for his work on hip-hop projects such as "The Art of Hustle."
E1584489 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: Red on the Beat | Statement: [The Art of Hustle, hasProducer, Red on the Beat]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Red on the Beat
Context triple: [The Art of Hustle, hasProducer, Red on the Beat]
  • A. Nothing but the Beat
    Nothing but the Beat is a 2011 electronic dance music album by French DJ and producer David Guetta that features numerous collaborations with prominent pop and hip-hop artists.
  • B. You Can’t Stop the Beat
    "You Can’t Stop the Beat" is the high-energy, show-stopping finale number from the musical *Hairspray*, celebrated for its upbeat tempo and themes of joy, inclusion, and social change.
  • C. We Got the Beat
    "We Got the Beat" is a hit new wave song by the Go-Go’s that became one of their signature tracks and an anthem of early 1980s pop-rock.
  • D. Bite the Beat
    "Bite the Beat" is a dance-pop/funk track by the Prince-associated girl group Vanity 6, reflecting their early-1980s Minneapolis sound and provocative style.
  • E. Jump to the Beat
    "Jump to the Beat" is an early-1980s dance-pop/R&B song by American singer Stacy Lattisaw that became one of her signature hits.
  • 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: Red on the Beat
Triple: [The Art of Hustle, hasProducer, Red on the Beat]
Generated description
Red on the Beat is a music producer known for his work on hip-hop projects such as "The Art of Hustle."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Red on the Beat
Target entity description: Red on the Beat is a music producer known for his work on hip-hop projects such as "The Art of Hustle."
  • A. Nothing but the Beat
    Nothing but the Beat is a 2011 electronic dance music album by French DJ and producer David Guetta that features numerous collaborations with prominent pop and hip-hop artists.
  • B. Catch the Beat
    "Catch the Beat" is a classic reggae track by The Pioneers, known for its upbeat rhythm and contribution to the early reggae sound.
  • C. You Can’t Stop the Beat
    "You Can’t Stop the Beat" is the high-energy, show-stopping finale number from the musical *Hairspray*, celebrated for its upbeat tempo and themes of joy, inclusion, and social change.
  • D. We Got the Beat
    "We Got the Beat" is a hit new wave song by the Go-Go’s that became one of their signature tracks and an anthem of early 1980s pop-rock.
  • E. Bite the Beat
    "Bite the Beat" is a dance-pop/funk track by the Prince-associated girl group Vanity 6, reflecting their early-1980s Minneapolis sound and provocative style.
  • 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_69e25d2754fc819085deea939bde60ab completed April 17, 2026, 4:17 p.m.
NER Named-entity recognition batch_69f1a49ca5a0819091b74ca59e7fedd4 completed April 29, 2026, 6:26 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0c5dec070c81908e86b1c7fc50fc83 completed May 19, 2026, 12:56 p.m.
NEDg Description generation batch_6a0c62311ff48190b740bba58180f100 completed May 19, 2026, 1:14 p.m.
NED2 Entity disambiguation (via description) batch_6a0c62d82f908190acbe1fec58288df9 completed May 19, 2026, 1:17 p.m.
Created at: April 17, 2026, 5:36 p.m.