Triple

T21672224
Position Surface form Disambiguated ID Type / Status
Subject Cozz E534876 entity
Predicate notableSong P4 FINISHED
Object Knock Tha Hustle
"Knock Tha Hustle" is a breakout hip-hop track by rapper Cozz that showcases his introspective storytelling and gritty depiction of his come-up.
 E1495951 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: Knock Tha Hustle | Statement: [Cozz, notableSong, Knock Tha Hustle]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Knock Tha Hustle
Context triple: [Cozz, notableSong, Knock Tha Hustle]
  • A. Hustle
    Hustle is a British television drama series about a group of highly skilled con artists who pull off elaborate scams against corrupt and greedy targets.
  • B. Can’t Knock the Hustle
    "Can’t Knock the Hustle" is a classic hip-hop track by Jay-Z featuring Mary J. Blige, known for its smooth production and reflective lyrics about ambition and street life.
  • C. Thug Holiday
    Thug Holiday is a studio album by American rapper Trick Daddy that blends gritty Southern hip hop with introspective, socially conscious themes.
  • D. Hustle & Ball
    Hustle & Ball is a track from Snoop Dogg’s 1998 gangsta rap album "Da Game Is to Be Sold, Not to Be Told."
  • E. The Hustle
    The Hustle is a studio album by the American alternative hip hop and blues band G. Love & Special Sauce, showcasing their laid-back groove and genre-blending style.
  • 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: Knock Tha Hustle
Triple: [Cozz, notableSong, Knock Tha Hustle]
Generated description
"Knock Tha Hustle" is a breakout hip-hop track by rapper Cozz that showcases his introspective storytelling and gritty depiction of his come-up.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Knock Tha Hustle
Target entity description: "Knock Tha Hustle" is a breakout hip-hop track by rapper Cozz that showcases his introspective storytelling and gritty depiction of his come-up.
  • A. Hustle
    Hustle is a British television drama series about a group of highly skilled con artists who pull off elaborate scams against corrupt and greedy targets.
  • B. Can’t Knock the Hustle
    "Can’t Knock the Hustle" is a classic hip-hop track by Jay-Z featuring Mary J. Blige, known for its smooth production and reflective lyrics about ambition and street life.
  • C. Thug Holiday
    Thug Holiday is a studio album by American rapper Trick Daddy that blends gritty Southern hip hop with introspective, socially conscious themes.
  • D. Hustle & Ball
    Hustle & Ball is a track from Snoop Dogg’s 1998 gangsta rap album "Da Game Is to Be Sold, Not to Be Told."
  • E. The Hustle
    The Hustle is a studio album by the American alternative hip hop and blues band G. Love & Special Sauce, showcasing their laid-back groove and genre-blending style.
  • 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.