Triple

T3129295
Position Surface form Disambiguated ID Type / Status
Subject Only Built 4 Cuban Linx... E65370 entity
Predicate hasTrack P3284 FINISHED
Object Knuckleheadz
Knuckleheadz is a track from Raekwon’s influential 1995 hip-hop album "Only Built 4 Cuban Linx..." featuring gritty lyricism and classic East Coast production.
 E329965 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: Knuckleheadz | Statement: [Only Built 4 Cuban Linx..., hasTrack, Knuckleheadz]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Knuckleheadz
Context triple: [Only Built 4 Cuban Linx..., hasTrack, Knuckleheadz]
  • A. Gravediggaz
    Gravediggaz is an American hip hop group known for pioneering the horrorcore subgenre with dark, horror-themed lyrics and production.
  • B. O.Z. P.I.N.H.E.A.D.
    O.Z. P.I.N.H.E.A.D. is a character whose name playfully references "The Wizard of Oz," suggesting a whimsical or satirical connection to the classic fantasy story.
  • C. Bone Thugs-n-Harmony
    Bone Thugs-n-Harmony is an American hip hop group from Cleveland, Ohio, known for their fast-paced, melodic rapping style and harmonized vocals.
  • D. The Kickdrums
    The Kickdrums are an American production and songwriting duo known for their genre-blending work in hip-hop and alternative music, including collaborations with prominent artists like Kid Cudi.
  • E. Re-Up Gang
    Re-Up Gang is a hip hop group best known as the lyrical collective formed by Pusha T and his collaborators for their acclaimed street-oriented mixtapes and projects.
  • 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: Knuckleheadz
Triple: [Only Built 4 Cuban Linx..., hasTrack, Knuckleheadz]
Generated description
Knuckleheadz is a track from Raekwon’s influential 1995 hip-hop album "Only Built 4 Cuban Linx..." featuring gritty lyricism and classic East Coast production.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Knuckleheadz
Target entity description: Knuckleheadz is a track from Raekwon’s influential 1995 hip-hop album "Only Built 4 Cuban Linx..." featuring gritty lyricism and classic East Coast production.
  • A. Gravediggaz
    Gravediggaz is an American hip hop group known for pioneering the horrorcore subgenre with dark, horror-themed lyrics and production.
  • B. O.Z. P.I.N.H.E.A.D.
    O.Z. P.I.N.H.E.A.D. is a character whose name playfully references "The Wizard of Oz," suggesting a whimsical or satirical connection to the classic fantasy story.
  • C. Bone Thugs-n-Harmony
    Bone Thugs-n-Harmony is an American hip hop group from Cleveland, Ohio, known for their fast-paced, melodic rapping style and harmonized vocals.
  • D. The Kickdrums
    The Kickdrums are an American production and songwriting duo known for their genre-blending work in hip-hop and alternative music, including collaborations with prominent artists like Kid Cudi.
  • E. Re-Up Gang
    Re-Up Gang is a hip hop group best known as the lyrical collective formed by Pusha T and his collaborators for their acclaimed street-oriented mixtapes and projects.
  • 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_69ad8580c72481909672d37acf647893 completed March 8, 2026, 2:19 p.m.
NER Named-entity recognition batch_69ada548123c8190bcfe780c65941585 completed March 8, 2026, 4:35 p.m.
NED1 Entity disambiguation (via context triple) batch_69b20f7c70108190b61177d1581fc33f completed March 12, 2026, 12:57 a.m.
NEDg Description generation batch_69b2138e2bdc8190aa0a8a1dcd1e20fc completed March 12, 2026, 1:14 a.m.
NED2 Entity disambiguation (via description) batch_69b21438b6e881908da0117ebc9bb2b4 completed March 12, 2026, 1:17 a.m.
Created at: March 8, 2026, 3:04 p.m.