Triple

T13930808
Position Surface form Disambiguated ID Type / Status
Subject Geto Boys E334984 entity
Predicate memberOf P10 FINISHED
Object DJ Ready Red
DJ Ready Red was an American DJ and producer best known for shaping the early sound of the Houston rap group Geto Boys with his innovative beats and turntablism.
 E1069880 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: DJ Ready Red | Statement: [Geto Boys, memberOf, DJ Ready Red]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: DJ Ready Red
Context triple: [Geto Boys, memberOf, DJ Ready Red]
  • A. DJ Red Alert
    DJ Red Alert is a pioneering New York hip hop DJ and radio personality known for helping break numerous rap artists and shaping the sound of 1980s and 1990s hip hop.
  • B. DJ Battlecat
    DJ Battlecat is a West Coast hip hop producer and DJ known for his signature G-funk sound and influential work with artists like Snoop Dogg and Xzibit.
  • C. DJ Swivel
    DJ Swivel is a Grammy-winning Canadian record producer, mixer, and audio engineer known for his work with major pop and electronic artists such as The Chainsmokers and Beyoncé.
  • D. Mr. DJ
    Mr. DJ is a hip-hop music producer best known for his work with OutKast and on tracks like "Universal Mind Control."
  • E. DJ Fuze
    DJ Fuze is an American hip hop DJ best known for his work with the influential rap group Digital Underground during the late 1980s and early 1990s.
  • 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: DJ Ready Red
Triple: [Geto Boys, memberOf, DJ Ready Red]
Generated description
DJ Ready Red was an American DJ and producer best known for shaping the early sound of the Houston rap group Geto Boys with his innovative beats and turntablism.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: DJ Ready Red
Target entity description: DJ Ready Red was an American DJ and producer best known for shaping the early sound of the Houston rap group Geto Boys with his innovative beats and turntablism.
  • A. DJ Red Alert
    DJ Red Alert is a pioneering New York hip hop DJ and radio personality known for helping break numerous rap artists and shaping the sound of 1980s and 1990s hip hop.
  • B. DJ Battlecat
    DJ Battlecat is a West Coast hip hop producer and DJ known for his signature G-funk sound and influential work with artists like Snoop Dogg and Xzibit.
  • C. DJ Swivel
    DJ Swivel is a Grammy-winning Canadian record producer, mixer, and audio engineer known for his work with major pop and electronic artists such as The Chainsmokers and Beyoncé.
  • D. Mr. DJ
    Mr. DJ is a hip-hop music producer best known for his work with OutKast and on tracks like "Universal Mind Control."
  • E. DJ Fuze
    DJ Fuze is an American hip hop DJ best known for his work with the influential rap group Digital Underground during the late 1980s and early 1990s.
  • 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_69d81c5f739081908bc05b2461f54828 completed April 9, 2026, 9:38 p.m.
NER Named-entity recognition batch_69de2cf13b2881908a48058a719d3745 completed April 14, 2026, 12:02 p.m.
NED1 Entity disambiguation (via context triple) batch_69f7ce8262288190a7e6dd647b1917c1 completed May 3, 2026, 10:38 p.m.
NEDg Description generation batch_69f9fd5b82f48190b0b89ddca25883cc completed May 5, 2026, 2:23 p.m.
NED2 Entity disambiguation (via description) batch_69f9fea0a9dc8190b5b65dfec9626949 completed May 5, 2026, 2:28 p.m.
Created at: April 9, 2026, 10:16 p.m.