Triple

T21672226
Position Surface form Disambiguated ID Type / Status
Subject Cozz E534876 entity
Predicate notableSong P4 FINISHED
Object Bout It
"Bout It" is a standout hip-hop track by rapper Cozz that showcases his introspective lyricism and gritty storytelling.
 E1495952 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: Bout It | Statement: [Cozz, notableSong, Bout It]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Bout It
Context triple: [Cozz, notableSong, Bout It]
  • A. Bout It Bout It... Part III
    "Bout It Bout It... Part III" is a track by Cam'ron featuring Master P, known for its gritty, boastful lyrics and Southern-influenced production on Cam'ron's album "Come Home with Me."
  • B. Bouncin
    "Bouncin" is a 2021 R&B-pop single by American singer Tinashe, known for its upbeat, dance-oriented production and playful, confident lyrics.
  • C. In and Out
    "In and Out" is a hard-hitting drill/rap track by Chicago rapper Lud Foe that helped raise his profile in the mid-2010s hip-hop scene.
  • D. Bumpin’
    Bumpin’ is a 1965 jazz album by guitarist Wes Montgomery that is especially noted for its lush orchestral arrangements and melodic, accessible sound.
  • E. How 'Bout You
    "How 'Bout You" is a country song by Eric Church that served as his debut single and helped introduce him to mainstream country music audiences.
  • 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: Bout It
Triple: [Cozz, notableSong, Bout It]
Generated description
"Bout It" is a standout hip-hop track by rapper Cozz that showcases his introspective lyricism and gritty storytelling.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Bout It
Target entity description: "Bout It" is a standout hip-hop track by rapper Cozz that showcases his introspective lyricism and gritty storytelling.
  • A. Bout It Bout It... Part III
    "Bout It Bout It... Part III" is a track by Cam'ron featuring Master P, known for its gritty, boastful lyrics and Southern-influenced production on Cam'ron's album "Come Home with Me."
  • B. Bouncin
    "Bouncin" is a 2021 R&B-pop single by American singer Tinashe, known for its upbeat, dance-oriented production and playful, confident lyrics.
  • C. In and Out
    "In and Out" is a hard-hitting drill/rap track by Chicago rapper Lud Foe that helped raise his profile in the mid-2010s hip-hop scene.
  • D. Bumpin’
    Bumpin’ is a 1965 jazz album by guitarist Wes Montgomery that is especially noted for its lush orchestral arrangements and melodic, accessible sound.
  • E. How 'Bout You
    "How 'Bout You" is a country song by Eric Church that served as his debut single and helped introduce him to mainstream country music audiences.
  • 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_69e0c46898008190aa618a4af55bd1ee completed April 16, 2026, 11:13 a.m.
NER Named-entity recognition batch_69ef8a0cd7648190b9981393f0b2bee9 completed April 27, 2026, 4:08 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0a15a7a19c8190a38ef90422f7feeb completed May 17, 2026, 7:23 p.m.
NEDg Description generation batch_6a0a16ac5ee881909ede61c149be61fa completed May 17, 2026, 7:27 p.m.
NED2 Entity disambiguation (via description) batch_6a0a17d9a48881908d9858e40d41674c completed May 17, 2026, 7:32 p.m.
Created at: April 16, 2026, 6:40 p.m.