Triple

T23391516
Position Surface form Disambiguated ID Type / Status
Subject The Art of Hustle E594030 entity
Predicate hasProducer P30366 FINISHED
Object Tariq Beats
Tariq Beats is a music producer known for crafting hip-hop instrumentals, including work on the album "The Art of Hustle."
E1584493 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: Tariq Beats | Statement: [The Art of Hustle, hasProducer, Tariq Beats]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Tariq Beats
Context triple: [The Art of Hustle, hasProducer, Tariq Beats]
  • A. Speroach Beatz
    Speroach Beatz is a Nigerian record producer and songwriter known for crafting hit Afrobeats tracks for major artists in the contemporary African music scene.
  • B. Yeti Beats
    Yeti Beats is an American record producer and songwriter best known for his work with Doja Cat and contributions to contemporary pop and hip-hop music.
  • C. Blastah Beatz
    Blastah Beatz is a hip-hop music producer known for crafting hard-hitting beats and collaborating with various underground and mainstream rap artists.
  • D. Micon Beatz
    Micon Beatz is a music producer known for crafting beats and soundscapes that support artists like Empress.
  • E. K1lla Beatz
    K1lla Beatz is a music producer known for crafting hip-hop and rap instrumentals, including work on the project "4:21... The Day After."
  • 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: Tariq Beats
Triple: [The Art of Hustle, hasProducer, Tariq Beats]
Generated description
Tariq Beats is a music producer known for crafting hip-hop instrumentals, including work on the album "The Art of Hustle."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Tariq Beats
Target entity description: Tariq Beats is a music producer known for crafting hip-hop instrumentals, including work on the album "The Art of Hustle."
  • A. Speroach Beatz
    Speroach Beatz is a Nigerian record producer and songwriter known for crafting hit Afrobeats tracks for major artists in the contemporary African music scene.
  • B. Yeti Beats
    Yeti Beats is an American record producer and songwriter best known for his work with Doja Cat and contributions to contemporary pop and hip-hop music.
  • C. Blastah Beatz
    Blastah Beatz is a hip-hop music producer known for crafting hard-hitting beats and collaborating with various underground and mainstream rap artists.
  • D. Micon Beatz
    Micon Beatz is a music producer known for crafting beats and soundscapes that support artists like Empress.
  • E. K1lla Beatz
    K1lla Beatz is a music producer known for crafting hip-hop and rap instrumentals, including work on the project "4:21... The Day After."
  • 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.