Triple

T8722997
Position Surface form Disambiguated ID Type / Status
Subject Jeezy E207056 entity
Predicate album P1995 FINISHED
Object TM:103 Hustlerz Ambition
TM:103 Hustlerz Ambition is a studio album by American rapper Jeezy that showcases his gritty Southern trap sound and themes of perseverance and street ambition.
 E752928 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: TM:103 Hustlerz Ambition | Statement: [Jeezy, album, TM:103 Hustlerz Ambition]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: TM:103 Hustlerz Ambition
Context triple: [Jeezy, album, TM:103 Hustlerz Ambition]
  • A. 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'."
  • B. My Hustler
    My Hustler is a 1965 underground film by Andy Warhol that explores voyeurism and sexual desire through long, static takes and improvised dialogue on Fire Island.
  • C. Strikemaster
    Strikemaster is a British jet-powered trainer and light attack aircraft widely used by several air forces, including the Royal New Zealand Air Force, during the Cold War era.
  • D. Ready to Rumble
    Ready to Rumble is a 2000 sports comedy film centered on two obsessive wrestling fans who try to help their favorite professional wrestler reclaim his championship.
  • E. Rumble
    Rumble is a 2021 animated sports comedy film produced by Paramount Animation that follows a young girl who coaches a lovable underdog monster to compete in a world where giant creatures are superstar athletes.
  • 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: TM:103 Hustlerz Ambition
Triple: [Jeezy, album, TM:103 Hustlerz Ambition]
Generated description
TM:103 Hustlerz Ambition is a studio album by American rapper Jeezy that showcases his gritty Southern trap sound and themes of perseverance and street ambition.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: TM:103 Hustlerz Ambition
Target entity description: TM:103 Hustlerz Ambition is a studio album by American rapper Jeezy that showcases his gritty Southern trap sound and themes of perseverance and street ambition.
  • A. 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'."
  • B. My Hustler
    My Hustler is a 1965 underground film by Andy Warhol that explores voyeurism and sexual desire through long, static takes and improvised dialogue on Fire Island.
  • C. Strikemaster
    Strikemaster is a British jet-powered trainer and light attack aircraft widely used by several air forces, including the Royal New Zealand Air Force, during the Cold War era.
  • D. Ready to Rumble
    Ready to Rumble is a 2000 sports comedy film centered on two obsessive wrestling fans who try to help their favorite professional wrestler reclaim his championship.
  • E. Rumble
    Rumble is a 2021 animated sports comedy film produced by Paramount Animation that follows a young girl who coaches a lovable underdog monster to compete in a world where giant creatures are superstar athletes.
  • 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_69ca835811d8819081ea00fd2a2c9a1c completed March 30, 2026, 2:06 p.m.
NER Named-entity recognition batch_69cc5d0791208190b043332247372d7b completed March 31, 2026, 11:47 p.m.
NED1 Entity disambiguation (via context triple) batch_69cf290001108190a90784b13a0a25b1 completed April 3, 2026, 2:42 a.m.
NEDg Description generation batch_69cf2bd32cc881909ac8a61befa9929e completed April 3, 2026, 2:54 a.m.
NED2 Entity disambiguation (via description) batch_69cf2c69f83481909423858668d03a8b completed April 3, 2026, 2:56 a.m.
Created at: March 30, 2026, 6:36 p.m.