Triple

T8176014
Position Surface form Disambiguated ID Type / Status
Subject Major Key E190938 entity
Predicate producer P490 FINISHED
Object Nasty Beatmakers
Nasty Beatmakers is a hip-hop production duo known for crafting hard-hitting beats for prominent rap artists in the 2000s and 2010s.
E716294 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: Nasty Beatmakers | Statement: [Major Key, producer, Nasty Beatmakers]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Nasty Beatmakers
Context triple: [Major Key, producer, Nasty Beatmakers]
  • A. Dead Beats
    Dead Beats is a comic book series written by Eric Palicki, known for its blend of music-themed storytelling and supernatural or horror elements.
  • B. Murder Beatz
    Murder Beatz is a Canadian record producer and songwriter best known for crafting trap and hip-hop hits for major artists like Drake, Migos, and Travis Scott.
  • C. Nothing but the Beat
    Nothing but the Beat is a 2011 electronic dance music album by French DJ and producer David Guetta that features numerous collaborations with prominent pop and hip-hop artists.
  • D. Blatant Beast
    The Blatant Beast is a monstrous symbol of slander and defamation in Edmund Spenser’s epic poem *The Faerie Queene*, representing the destructive power of malicious gossip.
  • E. Young Niggaz
    "Young Niggaz" is a socially conscious track by 2Pac that reflects on the struggles, aspirations, and harsh realities faced by young Black men in America.
  • 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: Nasty Beatmakers
Triple: [Major Key, producer, Nasty Beatmakers]
Generated description
Nasty Beatmakers is a hip-hop production duo known for crafting hard-hitting beats for prominent rap artists in the 2000s and 2010s.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Nasty Beatmakers
Target entity description: Nasty Beatmakers is a hip-hop production duo known for crafting hard-hitting beats for prominent rap artists in the 2000s and 2010s.
  • A. Dead Beats
    Dead Beats is a comic book series written by Eric Palicki, known for its blend of music-themed storytelling and supernatural or horror elements.
  • B. Murder Beatz
    Murder Beatz is a Canadian record producer and songwriter best known for crafting trap and hip-hop hits for major artists like Drake, Migos, and Travis Scott.
  • C. Nothing but the Beat
    Nothing but the Beat is a 2011 electronic dance music album by French DJ and producer David Guetta that features numerous collaborations with prominent pop and hip-hop artists.
  • D. Blatant Beast
    The Blatant Beast is a monstrous symbol of slander and defamation in Edmund Spenser’s epic poem *The Faerie Queene*, representing the destructive power of malicious gossip.
  • E. Young Niggaz
    "Young Niggaz" is a socially conscious track by 2Pac that reflects on the struggles, aspirations, and harsh realities faced by young Black men in America.
  • 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_69ca82c1c0a08190bf8692b4d91a03ca completed March 30, 2026, 2:03 p.m.
NER Named-entity recognition batch_69cb4ab8295081909a450fcaa34f6ec6 completed March 31, 2026, 4:16 a.m.
NED1 Entity disambiguation (via context triple) batch_69ccbf75bf2481908d585f7017be36a5 completed April 1, 2026, 6:47 a.m.
NEDg Description generation batch_69ccc313ba7c81909b9ee65b37ed165e completed April 1, 2026, 7:02 a.m.
NED2 Entity disambiguation (via description) batch_69ccd85aa2888190bd167148b21a3f93 completed April 1, 2026, 8:33 a.m.
Created at: March 30, 2026, 5:40 p.m.