Triple

T16164679
Position Surface form Disambiguated ID Type / Status
Subject Nathaniel Dwayne Hale E392271 entity
Predicate notableWork P4 FINISHED
Object album “G-Funk Classics, Vol. 1 & 2”
"G-Funk Classics, Vol. 1 & 2" is a double album by rapper-singer Nate Dogg that showcases his signature West Coast G-funk sound and collaborations with prominent hip-hop artists.
 E1198250 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 “G-Funk Classics, Vol. 1 & 2” | Statement: [Nathaniel Dwayne Hale, notableWork, album “G-Funk Classics, Vol. 1 & 2”]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: album “G-Funk Classics, Vol. 1 & 2”
Context triple: [Nathaniel Dwayne Hale, notableWork, album “G-Funk Classics, Vol. 1 & 2”]
  • A. album "Ghetto, Gutter & Gangsta"
    "Ghetto, Gutter & Gangsta" is a hip hop studio album by West Coast rapper Mack 10 that showcases his gritty street-oriented style and gangsta rap themes.
  • B. album "West Side Soul"
    "West Side Soul" is a landmark 1967 Chicago blues album by guitarist and singer Magic Sam, celebrated for its electrifying West Side sound and enduring influence on modern blues.
  • C. album "A Gangster and a Gentleman"
    "A Gangster and a Gentleman" is the debut solo studio album by rapper Styles P, showcasing his gritty street narratives and reflective lyricism over East Coast hip-hop production.
  • D. album "Blak and Blu"
    "Blak and Blu" is the major-label debut studio album by American guitarist and singer Gary Clark Jr., showcasing his fusion of blues, rock, soul, and R&B.
  • E. album "Scorpion"
    "Scorpion" is the debut studio album by American rapper Eve, showcasing her early Ruff Ryders-era sound and establishing her as a prominent voice in late-1990s and early-2000s 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: album “G-Funk Classics, Vol. 1 & 2”
Triple: [Nathaniel Dwayne Hale, notableWork, album “G-Funk Classics, Vol. 1 & 2”]
Generated description
"G-Funk Classics, Vol. 1 & 2" is a double album by rapper-singer Nate Dogg that showcases his signature West Coast G-funk sound and collaborations with prominent hip-hop artists.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: album “G-Funk Classics, Vol. 1 & 2”
Target entity description: "G-Funk Classics, Vol. 1 & 2" is a double album by rapper-singer Nate Dogg that showcases his signature West Coast G-funk sound and collaborations with prominent hip-hop artists.
  • A. album "Ghetto, Gutter & Gangsta"
    "Ghetto, Gutter & Gangsta" is a hip hop studio album by West Coast rapper Mack 10 that showcases his gritty street-oriented style and gangsta rap themes.
  • B. album "West Side Soul"
    "West Side Soul" is a landmark 1967 Chicago blues album by guitarist and singer Magic Sam, celebrated for its electrifying West Side sound and enduring influence on modern blues.
  • C. album "A Gangster and a Gentleman"
    "A Gangster and a Gentleman" is the debut solo studio album by rapper Styles P, showcasing his gritty street narratives and reflective lyricism over East Coast hip-hop production.
  • D. album "Blak and Blu"
    "Blak and Blu" is the major-label debut studio album by American guitarist and singer Gary Clark Jr., showcasing his fusion of blues, rock, soul, and R&B.
  • E. album "Scorpion"
    "Scorpion" is the debut studio album by American rapper Eve, showcasing her early Ruff Ryders-era sound and establishing her as a prominent voice in late-1990s and early-2000s 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_69d87f1d32208190942e4e499a80c18c completed April 10, 2026, 4:39 a.m.
NER Named-entity recognition batch_69e21e622ae481909f3cf25b38886d3a completed April 17, 2026, 11:49 a.m.
NED1 Entity disambiguation (via context triple) batch_69fff7b69adc8190ba90d68acaaca509 completed May 10, 2026, 3:12 a.m.
NEDg Description generation batch_69fff963de888190b2222c3ec0b4a8fd completed May 10, 2026, 3:20 a.m.
NED2 Entity disambiguation (via description) batch_69fff9f70afc8190bd8e77465ce6bd0b completed May 10, 2026, 3:22 a.m.
Created at: April 10, 2026, 5:02 a.m.