Triple

T1132769
Position Surface form Disambiguated ID Type / Status
Subject Let Love E23068 entity
Predicate producer P490 FINISHED
Object A-Trak
A-Trak is a Canadian DJ, turntablist, and record producer known for his championship-level scratching skills and influential work in electronic and hip-hop music.
 E133402 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: A-Trak | Statement: [Let Love, producer, A-Trak]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: A-Trak
Context triple: [Let Love, producer, A-Trak]
  • A. Hudson Mohawke
    Hudson Mohawke is a Scottish electronic music producer and DJ known for his influential, genre-blending work in experimental hip hop and electronic music, including production for major rap and pop artists.
  • B. Doug Aitken
    Doug Aitken is an American contemporary artist known for his innovative multimedia installations, video art, and immersive environments that explore themes of modern life and landscape.
  • C. KAYTRANADA
    KAYTRANADA is a Haitian-Canadian DJ and producer known for his genre-blending electronic, hip-hop, and R&B productions and critically acclaimed albums like "99.9%" and "BUBBA."
  • D. Kevin Glazer
    Kevin Glazer is an American businessman and member of the Glazer family, known for their ownership stakes in major sports franchises such as Manchester United and the Tampa Bay Buccaneers.
  • E. Madlib
    Madlib is an influential American hip-hop producer and DJ known for his experimental, sample-heavy style and collaborations with artists like MF DOOM and J Dilla.
  • 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: A-Trak
Triple: [Let Love, producer, A-Trak]
Generated description
A-Trak is a Canadian DJ, turntablist, and record producer known for his championship-level scratching skills and influential work in electronic and hip-hop music.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: A-Trak
Target entity description: A-Trak is a Canadian DJ, turntablist, and record producer known for his championship-level scratching skills and influential work in electronic and hip-hop music.
  • A. Hudson Mohawke
    Hudson Mohawke is a Scottish electronic music producer and DJ known for his influential, genre-blending work in experimental hip hop and electronic music, including production for major rap and pop artists.
  • B. Doug Aitken
    Doug Aitken is an American contemporary artist known for his innovative multimedia installations, video art, and immersive environments that explore themes of modern life and landscape.
  • C. KAYTRANADA
    KAYTRANADA is a Haitian-Canadian DJ and producer known for his genre-blending electronic, hip-hop, and R&B productions and critically acclaimed albums like "99.9%" and "BUBBA."
  • D. Kevin Glazer
    Kevin Glazer is an American businessman and member of the Glazer family, known for their ownership stakes in major sports franchises such as Manchester United and the Tampa Bay Buccaneers.
  • E. Madlib
    Madlib is an influential American hip-hop producer and DJ known for his experimental, sample-heavy style and collaborations with artists like MF DOOM and J Dilla.
  • 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_69a493ec75988190b63a11bafaec29b4 completed March 1, 2026, 7:30 p.m.
NER Named-entity recognition batch_69a4bbfcdf848190a2917d796ca84b74 completed March 1, 2026, 10:21 p.m.
NED1 Entity disambiguation (via context triple) batch_69ac667454848190acedaaa3ce7edb84 completed March 7, 2026, 5:55 p.m.
NEDg Description generation batch_69ac670b57808190bee4aa0be78ae8a1 completed March 7, 2026, 5:57 p.m.
NED2 Entity disambiguation (via description) batch_69ac67e981e88190b10ad4ab72337557 completed March 7, 2026, 6:01 p.m.
Created at: March 1, 2026, 7:44 p.m.