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.