Triple

T13062767
Position Surface form Disambiguated ID Type / Status
Subject Maya E329238 entity
Predicate producer P490 FINISHED
Object Blaqstarr
Blaqstarr is an American DJ, rapper, singer, and record producer known for his influential role in Baltimore club music and collaborations with artists like M.I.A. and Diplo.
E1017439 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: Blaqstarr | Statement: [Maya, producer, Blaqstarr]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Blaqstarr
Context triple: [Maya, producer, Blaqstarr]
  • A. The Black Disciples
    The Black Disciples are a jazz ensemble known for their work with saxophonist Archie Shepp, particularly on politically charged and avant-garde recordings.
  • B. Wreckx-N-Effect
    Wreckx-N-Effect was an American new jack swing and hip hop group best known for their early 1990s hit single "Rump Shaker."
  • C. Cypress Hill
    Cypress Hill is a pioneering American hip hop group from South Gate, California, known for their distinctive Latin-influenced sound, advocacy of cannabis legalization, and hits like "Insane in the Brain."
  • D. Souls of Mischief
    Souls of Mischief is an Oakland-based hip hop group known for their intricate lyricism, jazzy production, and membership in the Hieroglyphics collective.
  • E. Blacko
    Blacko is a small rural village in Lancashire, England, known for its scenic countryside and landmark Blacko Tower.
  • 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: Blaqstarr
Triple: [Maya, producer, Blaqstarr]
Generated description
Blaqstarr is an American DJ, rapper, singer, and record producer known for his influential role in Baltimore club music and collaborations with artists like M.I.A. and Diplo.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Blaqstarr
Target entity description: Blaqstarr is an American DJ, rapper, singer, and record producer known for his influential role in Baltimore club music and collaborations with artists like M.I.A. and Diplo.
  • A. The Black Disciples
    The Black Disciples are a jazz ensemble known for their work with saxophonist Archie Shepp, particularly on politically charged and avant-garde recordings.
  • B. Wreckx-N-Effect
    Wreckx-N-Effect was an American new jack swing and hip hop group best known for their early 1990s hit single "Rump Shaker."
  • C. Cypress Hill
    Cypress Hill is a pioneering American hip hop group from South Gate, California, known for their distinctive Latin-influenced sound, advocacy of cannabis legalization, and hits like "Insane in the Brain."
  • D. Souls of Mischief
    Souls of Mischief is an Oakland-based hip hop group known for their intricate lyricism, jazzy production, and membership in the Hieroglyphics collective.
  • E. Blacko
    Blacko is a small rural village in Lancashire, England, known for its scenic countryside and landmark Blacko Tower.
  • 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_69d80771749c81909a6d9197b9504872 completed April 9, 2026, 8:09 p.m.
NER Named-entity recognition batch_69d980e9bdfc81908eb90fb50597df64 completed April 10, 2026, 10:59 p.m.
NED1 Entity disambiguation (via context triple) batch_69f6cbe45c8c819080fbdf1d94376feb completed May 3, 2026, 4:15 a.m.
NEDg Description generation batch_69f6cd3d5090819091b65f544ad139fd completed May 3, 2026, 4:21 a.m.
NED2 Entity disambiguation (via description) batch_69f6cdc8d52c819083717a455d589646 completed May 3, 2026, 4:23 a.m.
Created at: April 9, 2026, 8:59 p.m.