Triple

T4208092
Position Surface form Disambiguated ID Type / Status
Subject YG E93829 entity
Predicate studioAlbum P25507 FINISHED
Object 4Real 4Real
4Real 4Real is a studio album by American rapper YG that blends West Coast hip hop with introspective themes and tributes, including a dedication to the late Nipsey Hussle.
 E421421 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: 4Real 4Real | Statement: [YG, studioAlbum, 4Real 4Real]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: 4Real 4Real
Context triple: [YG, studioAlbum, 4Real 4Real]
  • A. Down 4 My Niggaz
    "Down 4 My Niggaz" is a hardcore gangsta rap track by C-Murder featuring Snoop Dogg and Magic, known for its aggressive lyrics and enduring popularity in hip-hop culture.
  • B. Jah Is Real
    Jah Is Real is a roots reggae album by Jamaican musician Burning Spear that continues his spiritually conscious and Rastafarian-themed musical legacy.
  • C. You da One
    "You da One" is a 2011 pop and reggae-infused single by Barbadian singer Rihanna from her album "Talk That Talk."
  • D. Jigga My Nigga
    "Jigga My Nigga" is a 1999 hip-hop single produced by Swizz Beatz for Jay-Z, known for its aggressive beat and club-oriented sound.
  • E. 400 Degreez
    400 Degreez is a 1998 studio album by New Orleans rapper Juvenile that became a breakthrough commercial success and a defining release for Southern hip hop.
  • 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: 4Real 4Real
Triple: [YG, studioAlbum, 4Real 4Real]
Generated description
4Real 4Real is a studio album by American rapper YG that blends West Coast hip hop with introspective themes and tributes, including a dedication to the late Nipsey Hussle.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: 4Real 4Real
Target entity description: 4Real 4Real is a studio album by American rapper YG that blends West Coast hip hop with introspective themes and tributes, including a dedication to the late Nipsey Hussle.
  • A. Down 4 My Niggaz
    "Down 4 My Niggaz" is a hardcore gangsta rap track by C-Murder featuring Snoop Dogg and Magic, known for its aggressive lyrics and enduring popularity in hip-hop culture.
  • B. Jah Is Real
    Jah Is Real is a roots reggae album by Jamaican musician Burning Spear that continues his spiritually conscious and Rastafarian-themed musical legacy.
  • C. You da One
    "You da One" is a 2011 pop and reggae-infused single by Barbadian singer Rihanna from her album "Talk That Talk."
  • D. Jigga My Nigga
    "Jigga My Nigga" is a 1999 hip-hop single produced by Swizz Beatz for Jay-Z, known for its aggressive beat and club-oriented sound.
  • E. 400 Degreez
    400 Degreez is a 1998 studio album by New Orleans rapper Juvenile that became a breakthrough commercial success and a defining release for Southern hip hop.
  • 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_69b3451743608190808f41d17ccf2650 completed March 12, 2026, 10:58 p.m.
NER Named-entity recognition batch_69b3480e2aa08190a0b24df3b0e4b272 completed March 12, 2026, 11:11 p.m.
NED1 Entity disambiguation (via context triple) batch_69b5962bb63c81909e28a958323edb82 completed March 14, 2026, 5:08 p.m.
NEDg Description generation batch_69b596b7330081908c66a5a756531ffd completed March 14, 2026, 5:11 p.m.
NED2 Entity disambiguation (via description) batch_69b59762105481908e3534600486b82d completed March 14, 2026, 5:14 p.m.
Created at: March 12, 2026, 11:03 p.m.