Triple

T13793031
Position Surface form Disambiguated ID Type / Status
Subject Hi-C E331445 entity
Predicate notableWork P4 FINISHED
Object The Hi-Life Hustle
The Hi-Life Hustle is a studio album by American rapper Hi-C that showcases his West Coast hip hop style and party-oriented lyricism.
E1061297 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: The Hi-Life Hustle | Statement: [Hi-C, notableWork, The Hi-Life Hustle]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: The Hi-Life Hustle
Context triple: [Hi-C, notableWork, The Hi-Life Hustle]
  • A. 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.
  • B. 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."
  • C. 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.
  • D. Hustle Harder
    "Hustle Harder" is a hip-hop track by Common from his album "Nobody's Smiling," reflecting themes of perseverance and street struggle.
  • E. The Hustle
    The Hustle is a 2019 comedy film starring Anne Hathaway and Rebel Wilson as con artists who compete and collaborate in a gender-flipped reimagining of the classic scam-artist storyline.
  • 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: The Hi-Life Hustle
Triple: [Hi-C, notableWork, The Hi-Life Hustle]
Generated description
The Hi-Life Hustle is a studio album by American rapper Hi-C that showcases his West Coast hip hop style and party-oriented lyricism.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: The Hi-Life Hustle
Target entity description: The Hi-Life Hustle is a studio album by American rapper Hi-C that showcases his West Coast hip hop style and party-oriented lyricism.
  • A. 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.
  • B. 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."
  • C. 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.
  • D. Hustle Harder
    "Hustle Harder" is a hip-hop track by Common from his album "Nobody's Smiling," reflecting themes of perseverance and street struggle.
  • E. The Hustle
    The Hustle is a 2019 comedy film starring Anne Hathaway and Rebel Wilson as con artists who compete and collaborate in a gender-flipped reimagining of the classic scam-artist storyline.
  • 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_69d81c58feb08190a77bca8bf7d6d20f completed April 9, 2026, 9:38 p.m.
NER Named-entity recognition batch_69de0258a1408190a837d17c6d6a2bd4 completed April 14, 2026, 9:01 a.m.
NED1 Entity disambiguation (via context triple) batch_69f7b083387081909c6f4beb0e12cf36 completed May 3, 2026, 8:30 p.m.
NEDg Description generation batch_69f7b14fe1cc8190b1a5f6f0e80b7e39 completed May 3, 2026, 8:34 p.m.
NED2 Entity disambiguation (via description) batch_69f7b20f67048190a641527353e3ff43 completed May 3, 2026, 8:37 p.m.
Created at: April 9, 2026, 10:11 p.m.