Triple

T7927299
Position Surface form Disambiguated ID Type / Status
Subject Code Red E184097 entity
Predicate hasTrack P3284 FINISHED
Object Hustler’s Ambition
"Hustler’s Ambition" is a hip-hop song by 50 Cent, known for its reflective lyrics about struggle and success and featured on the soundtrack for the film "Get Rich or Die Tryin'."
E700314 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: Hustler’s Ambition | Statement: [Code Red, hasTrack, Hustler’s Ambition]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Hustler’s Ambition
Context triple: [Code Red, hasTrack, Hustler’s Ambition]
  • A. Hustler Musik
    "Hustler Musik" is a track by Lil Wayne from his 2005 album "Tha Carter II," known for its introspective lyrics and melodic, emotional delivery.
  • B. The Art of Hustle
    The Art of Hustle is a studio album by American rapper Yo Gotti that showcases his street-oriented Southern hip hop style and solidified his mainstream presence.
  • C. The Big Shot
    "The Big Shot" is a 1942 American crime film noir starring Humphrey Bogart as a three-time loser drawn into one last ill-fated heist.
  • D. Winner and Waster
    Winner and Waster is a 14th-century Middle English alliterative poem that debates the merits of wealth and generosity within a vividly satirical narrative.
  • E. The Greedy Bastards
    The Greedy Bastards was a short-lived rock band formed by Irish musician Phil Lynott, best known as the frontman of Thin Lizzy.
  • 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: Hustler’s Ambition
Triple: [Code Red, hasTrack, Hustler’s Ambition]
Generated description
"Hustler’s Ambition" is a hip-hop song by 50 Cent, known for its reflective lyrics about struggle and success and featured on the soundtrack for the film "Get Rich or Die Tryin'."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Hustler’s Ambition
Target entity description: "Hustler’s Ambition" is a hip-hop song by 50 Cent, known for its reflective lyrics about struggle and success and featured on the soundtrack for the film "Get Rich or Die Tryin'."
  • A. Hustler Musik
    "Hustler Musik" is a track by Lil Wayne from his 2005 album "Tha Carter II," known for its introspective lyrics and melodic, emotional delivery.
  • B. The Art of Hustle
    The Art of Hustle is a studio album by American rapper Yo Gotti that showcases his street-oriented Southern hip hop style and solidified his mainstream presence.
  • C. The Big Shot
    "The Big Shot" is a 1942 American crime film noir starring Humphrey Bogart as a three-time loser drawn into one last ill-fated heist.
  • D. Winner and Waster
    Winner and Waster is a 14th-century Middle English alliterative poem that debates the merits of wealth and generosity within a vividly satirical narrative.
  • E. The Greedy Bastards
    The Greedy Bastards was a short-lived rock band formed by Irish musician Phil Lynott, best known as the frontman of Thin Lizzy.
  • 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_69ca828fe7bc819090f52c88dcd72183 completed March 30, 2026, 2:02 p.m.
NER Named-entity recognition batch_69cb3aafdb5c8190b7f2ce5349305f78 completed March 31, 2026, 3:08 a.m.
NED1 Entity disambiguation (via context triple) batch_69cb5bfd08e88190bc6b2d77a148ae57 completed March 31, 2026, 5:30 a.m.
NEDg Description generation batch_69cb7633c5a0819089deb6e89d9acb8e completed March 31, 2026, 7:22 a.m.
NED2 Entity disambiguation (via description) batch_69cbb84dc86c8190893d67ce07c51aa0 completed March 31, 2026, 12:04 p.m.
Created at: March 30, 2026, 5:07 p.m.