Triple

T16878594
Position Surface form Disambiguated ID Type / Status
Subject The Bomb Squad E421359 entity
Predicate member P10 FINISHED
Object Gary G-Wiz
Gary G-Wiz is an American hip hop producer best known for his work with Public Enemy as part of the influential production team The Bomb Squad.
 E1238760 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: Gary G-Wiz | Statement: [The Bomb Squad, member, Gary G-Wiz]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Gary G-Wiz
Context triple: [The Bomb Squad, member, Gary G-Wiz]
  • A. Nick Wiz
    Nick Wiz is an American hip-hop producer known for his work in the 1990s underground scene, crafting gritty, sample-heavy beats for artists like Cella Dwellas and Rakim.
  • B. Wiz
    Wiz is a music video director known for creating visually distinctive videos, including work on the video for "Spaceman."
  • C. Z-Ro
    Z-Ro is an American rapper and singer from Houston, Texas, known for his gritty lyrics, melodic delivery, and influential role in Southern hip hop.
  • D. Wanksta
    "Wanksta" is a 2002 hip-hop single by 50 Cent that gained widespread popularity after being featured on the soundtrack of the film 8 Mile.
  • E. Key Glock
    Key Glock is an American rapper from Memphis, Tennessee, known for his gritty Southern trap style and frequent collaborations with his cousin and mentor Young Dolph.
  • 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: Gary G-Wiz
Triple: [The Bomb Squad, member, Gary G-Wiz]
Generated description
Gary G-Wiz is an American hip hop producer best known for his work with Public Enemy as part of the influential production team The Bomb Squad.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Gary G-Wiz
Target entity description: Gary G-Wiz is an American hip hop producer best known for his work with Public Enemy as part of the influential production team The Bomb Squad.
  • A. Nick Wiz
    Nick Wiz is an American hip-hop producer known for his work in the 1990s underground scene, crafting gritty, sample-heavy beats for artists like Cella Dwellas and Rakim.
  • B. Wiz
    Wiz is a music video director known for creating visually distinctive videos, including work on the video for "Spaceman."
  • C. Z-Ro
    Z-Ro is an American rapper and singer from Houston, Texas, known for his gritty lyrics, melodic delivery, and influential role in Southern hip hop.
  • D. Wanksta
    "Wanksta" is a 2002 hip-hop single by 50 Cent that gained widespread popularity after being featured on the soundtrack of the film 8 Mile.
  • E. Key Glock
    Key Glock is an American rapper from Memphis, Tennessee, known for his gritty Southern trap style and frequent collaborations with his cousin and mentor Young Dolph.
  • 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_69d889d470fc8190b4aec199636c0c56 completed April 10, 2026, 5:25 a.m.
NER Named-entity recognition batch_69e3b7f8a1d48190ad829f86e235a1d0 completed April 18, 2026, 4:57 p.m.
NED1 Entity disambiguation (via context triple) batch_6a00c2b684108190928afb0a2d1af038 completed May 10, 2026, 5:39 p.m.
NEDg Description generation batch_6a00c3719c88819080279147f9bc415e completed May 10, 2026, 5:42 p.m.
NED2 Entity disambiguation (via description) batch_6a00c4850dec819085ae8b51c94c11e7 completed May 10, 2026, 5:46 p.m.
Created at: April 10, 2026, 5:29 a.m.