Triple

T12248364
Position Surface form Disambiguated ID Type / Status
Subject Masquerade E291907 entity
Predicate featuresArtist P1952 FINISHED
Object Bumpy Knuckles
Bumpy Knuckles, also known as Freddie Foxxx, is an American underground hip-hop MC renowned for his hardcore lyrical style and collaborations with prominent rap artists.
E971068 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: Bumpy Knuckles | Statement: [Masquerade, featuresArtist, Bumpy Knuckles]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Bumpy Knuckles
Context triple: [Masquerade, featuresArtist, Bumpy Knuckles]
  • A. Brass Knuckles
    Brass Knuckles is a studio album by American rapper Nelly that blends hip hop with pop and R&B influences and features numerous high-profile collaborations.
  • B. Knucklehead
    Knucklehead is a 2010 comedy film produced by WWE Studios starring Paul "Big Show" Wight as a well-meaning but clumsy orphan who becomes an unlikely mixed martial arts fighter.
  • C. The Knock
    The Knock is a prominent hill and local landmark within the Bathgate Hills of West Lothian, Scotland, offering panoramic views over the surrounding landscape.
  • D. The Knock
    The Knock is a work associated with Dominique Caine, likely recognized as one of her significant creative or literary contributions.
  • E. Thuggish Ruggish Bone
    "Thuggish Ruggish Bone" is a breakthrough 1994 single by hip hop group Bone Thugs-n-Harmony that helped establish their rapid-fire, melodic rap style and brought them mainstream attention.
  • 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: Bumpy Knuckles
Triple: [Masquerade, featuresArtist, Bumpy Knuckles]
Generated description
Bumpy Knuckles, also known as Freddie Foxxx, is an American underground hip-hop MC renowned for his hardcore lyrical style and collaborations with prominent rap artists.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Bumpy Knuckles
Target entity description: Bumpy Knuckles, also known as Freddie Foxxx, is an American underground hip-hop MC renowned for his hardcore lyrical style and collaborations with prominent rap artists.
  • A. Brass Knuckles
    Brass Knuckles is a studio album by American rapper Nelly that blends hip hop with pop and R&B influences and features numerous high-profile collaborations.
  • B. Knucklehead
    Knucklehead is a 2010 comedy film produced by WWE Studios starring Paul "Big Show" Wight as a well-meaning but clumsy orphan who becomes an unlikely mixed martial arts fighter.
  • C. The Knock
    The Knock is a prominent hill and local landmark within the Bathgate Hills of West Lothian, Scotland, offering panoramic views over the surrounding landscape.
  • D. The Knock
    The Knock is a work associated with Dominique Caine, likely recognized as one of her significant creative or literary contributions.
  • E. Thuggish Ruggish Bone
    "Thuggish Ruggish Bone" is a breakthrough 1994 single by hip hop group Bone Thugs-n-Harmony that helped establish their rapid-fire, melodic rap style and brought them mainstream attention.
  • 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_69d6ab67950c8190be08450a06228c4b completed April 8, 2026, 7:24 p.m.
NER Named-entity recognition batch_69d91cc50d808190a3c8d1ada31a6a91 completed April 10, 2026, 3:52 p.m.
NED1 Entity disambiguation (via context triple) batch_69f60ab9a9b08190903c1ce6d91af2b5 completed May 2, 2026, 2:31 p.m.
NEDg Description generation batch_69f60bdd8d508190813178ff4c77afcf completed May 2, 2026, 2:36 p.m.
NED2 Entity disambiguation (via description) batch_69f60c67c680819087630d190d0a008f completed May 2, 2026, 2:38 p.m.
Created at: April 8, 2026, 9:51 p.m.