Triple

T5388858
Position Surface form Disambiguated ID Type / Status
Subject Bone Thugs-n-Harmony E120270 entity
Predicate notableSong P4 FINISHED
Object 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.
E517774 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: Thuggish Ruggish Bone | Statement: [Bone Thugs-n-Harmony, notableSong, Thuggish Ruggish Bone]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Thuggish Ruggish Bone
Context triple: [Bone Thugs-n-Harmony, notableSong, Thuggish Ruggish Bone]
  • A. Riff-Raff
    Riff-Raff is a 1991 British social-realist drama film directed by Ken Loach that follows the struggles of construction workers living on the margins of society.
  • B. Sticks & Stones
    Sticks & Stones is a 2019 stand-up comedy special by Dave Chappelle known for its provocative, boundary-pushing material and controversial social commentary.
  • C. Bring da Ruckus
    "Bring da Ruckus" is the hard-hitting opening track by the Wu-Tang Clan that sets the raw, gritty tone for their landmark debut album.
  • D. R U Tuff Enuff
    R U Tuff Enuff is a late-1980s R&B album by American singer Rebbie Jackson that blends contemporary dance-pop with her soulful vocal style.
  • E. Rip It Up
    "Rip It Up" is a 1956 rock and roll song by Little Richard that became one of his signature high-energy hits and a classic of the early rock era.
  • 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: Thuggish Ruggish Bone
Triple: [Bone Thugs-n-Harmony, notableSong, Thuggish Ruggish Bone]
Generated description
"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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Thuggish Ruggish Bone
Target entity description: "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.
  • A. Riff-Raff
    Riff-Raff is a 1991 British social-realist drama film directed by Ken Loach that follows the struggles of construction workers living on the margins of society.
  • B. Sticks & Stones
    Sticks & Stones is a 2019 stand-up comedy special by Dave Chappelle known for its provocative, boundary-pushing material and controversial social commentary.
  • C. Bring da Ruckus
    "Bring da Ruckus" is the hard-hitting opening track by the Wu-Tang Clan that sets the raw, gritty tone for their landmark debut album.
  • D. R U Tuff Enuff
    R U Tuff Enuff is a late-1980s R&B album by American singer Rebbie Jackson that blends contemporary dance-pop with her soulful vocal style.
  • E. Rip It Up
    "Rip It Up" is a 1956 rock and roll song by Little Richard that became one of his signature high-energy hits and a classic of the early rock era.
  • 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_69bd46354c648190a38b26f107010a96 completed March 20, 2026, 1:05 p.m.
NER Named-entity recognition batch_69bd871573b48190aa60871be56847ae completed March 20, 2026, 5:42 p.m.
NED1 Entity disambiguation (via context triple) batch_69bf335b5acc81908c43776b614e9c1a completed March 22, 2026, 12:10 a.m.
NEDg Description generation batch_69bf3497be98819085a7c33ee69064c1 completed March 22, 2026, 12:15 a.m.
NED2 Entity disambiguation (via description) batch_69bf35570404819090e553b7921c4cb8 completed March 22, 2026, 12:18 a.m.
Created at: March 20, 2026, 2:04 p.m.