Triple

T8935806
Position Surface form Disambiguated ID Type / Status
Subject Slim Thug E212771 entity
Predicate notableWork P4 FINISHED
Object album Hogglife, Vol. 3: Hustler of the Year
"Hogglife, Vol. 3: Hustler of the Year" is a studio album by Houston rapper Slim Thug that continues his series chronicling street hustle, Southern lifestyle, and his evolution in the rap game.
 E767043 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: album Hogglife, Vol. 3: Hustler of the Year | Statement: [Slim Thug, notableWork, album Hogglife, Vol. 3: Hustler of the Year]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: album Hogglife, Vol. 3: Hustler of the Year
Context triple: [Slim Thug, notableWork, album Hogglife, Vol. 3: Hustler of the Year]
  • A. I'm a Hog for You
    "I'm a Hog for You" is a 1959 rhythm and blues song by The Coasters, known for its playful lyrics and classic doo-wop vocal style.
  • B. 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.
  • C. 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.
  • D. album "Glamour & Grits"
    "Glamour & Grits" is a progressive bluegrass album by mandolinist Sam Bush that blends traditional acoustic instrumentation with contemporary influences.
  • E. album "H3M"
    "H3M" is a Cantonese studio album by Hong Kong singer Eason Chan, known for its eclectic pop-rock style and emotionally resonant tracks.
  • 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: album Hogglife, Vol. 3: Hustler of the Year
Triple: [Slim Thug, notableWork, album Hogglife, Vol. 3: Hustler of the Year]
Generated description
"Hogglife, Vol. 3: Hustler of the Year" is a studio album by Houston rapper Slim Thug that continues his series chronicling street hustle, Southern lifestyle, and his evolution in the rap game.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: album Hogglife, Vol. 3: Hustler of the Year
Target entity description: "Hogglife, Vol. 3: Hustler of the Year" is a studio album by Houston rapper Slim Thug that continues his series chronicling street hustle, Southern lifestyle, and his evolution in the rap game.
  • A. I'm a Hog for You
    "I'm a Hog for You" is a 1959 rhythm and blues song by The Coasters, known for its playful lyrics and classic doo-wop vocal style.
  • B. 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.
  • C. 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.
  • D. album "Glamour & Grits"
    "Glamour & Grits" is a progressive bluegrass album by mandolinist Sam Bush that blends traditional acoustic instrumentation with contemporary influences.
  • E. album "H3M"
    "H3M" is a Cantonese studio album by Hong Kong singer Eason Chan, known for its eclectic pop-rock style and emotionally resonant tracks.
  • 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_69ca8395c438819087d7cb844ab5990c completed March 30, 2026, 2:07 p.m.
NER Named-entity recognition batch_69cc66928cec8190915636d663f843af completed April 1, 2026, 12:28 a.m.
NED1 Entity disambiguation (via context triple) batch_69cfc1e241a08190bc935c4f0dde9d2f completed April 3, 2026, 1:34 p.m.
NEDg Description generation batch_69cfc2945a288190b780bae59c737702 completed April 3, 2026, 1:37 p.m.
NED2 Entity disambiguation (via description) batch_69cfc3087cac81908e1c178dd4606ade completed April 3, 2026, 1:39 p.m.
Created at: March 30, 2026, 6:58 p.m.