Triple

T7961783
Position Surface form Disambiguated ID Type / Status
Subject The Breaks E184882 entity
Predicate basedOn P98 FINISHED
Object The Big Payback: The History of the Business of Hip-Hop
The Big Payback: The History of the Business of Hip-Hop is a nonfiction book by Dan Charnas that chronicles the rise of hip-hop from a grassroots cultural movement to a global commercial industry, focusing on the executives, deals, and power struggles behind the music.
 E704730 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 Big Payback: The History of the Business of Hip-Hop | Statement: [The Breaks, basedOn, The Big Payback: The History of the Business of Hip-Hop]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: The Big Payback: The History of the Business of Hip-Hop
Context triple: [The Breaks, basedOn, The Big Payback: The History of the Business of Hip-Hop]
  • A. The Blueprint of Hip Hop
    The Blueprint of Hip Hop is a foundational work by KRS-One that articulates the philosophy, history, and cultural principles of hip hop as a movement and art form.
  • B. The Gospel of Hip Hop
    The Gospel of Hip Hop is a philosophical and spiritual guidebook by rapper and activist KRS-One that presents hip hop as a culture and way of life, outlining its history, principles, and moral framework.
  • C. Back 2 HipHop
    "Back 2 HipHop" is a track by the Black Eyed Peas from their album "Masters of the Sun Vol. 1" that pays homage to classic hip-hop style and culture.
  • D. Beats, Rhymes and Life
    Beats, Rhymes and Life is the fourth studio album by A Tribe Called Quest, marking a darker, more introspective turn in the influential hip-hop group's sound.
  • E. Riding the Rap
    "Riding the Rap" is a crime novel by Elmore Leonard featuring U.S. Marshal Raylan Givens as he navigates a kidnapping scheme in South Florida.
  • 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 Big Payback: The History of the Business of Hip-Hop
Triple: [The Breaks, basedOn, The Big Payback: The History of the Business of Hip-Hop]
Generated description
The Big Payback: The History of the Business of Hip-Hop is a nonfiction book by Dan Charnas that chronicles the rise of hip-hop from a grassroots cultural movement to a global commercial industry, focusing on the executives, deals, and power struggles behind the music.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: The Big Payback: The History of the Business of Hip-Hop
Target entity description: The Big Payback: The History of the Business of Hip-Hop is a nonfiction book by Dan Charnas that chronicles the rise of hip-hop from a grassroots cultural movement to a global commercial industry, focusing on the executives, deals, and power struggles behind the music.
  • A. The Blueprint of Hip Hop
    The Blueprint of Hip Hop is a foundational work by KRS-One that articulates the philosophy, history, and cultural principles of hip hop as a movement and art form.
  • B. The Gospel of Hip Hop
    The Gospel of Hip Hop is a philosophical and spiritual guidebook by rapper and activist KRS-One that presents hip hop as a culture and way of life, outlining its history, principles, and moral framework.
  • C. Back 2 HipHop
    "Back 2 HipHop" is a track by the Black Eyed Peas from their album "Masters of the Sun Vol. 1" that pays homage to classic hip-hop style and culture.
  • D. Beats, Rhymes and Life
    Beats, Rhymes and Life is the fourth studio album by A Tribe Called Quest, marking a darker, more introspective turn in the influential hip-hop group's sound.
  • E. Riding the Rap
    "Riding the Rap" is a crime novel by Elmore Leonard featuring U.S. Marshal Raylan Givens as he navigates a kidnapping scheme in South Florida.
  • 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_69ca8293a2388190aace944d7ed9c0c0 completed March 30, 2026, 2:02 p.m.
NER Named-entity recognition batch_69cb3b8256dc8190a4b73df7aded9097 completed March 31, 2026, 3:12 a.m.
NED1 Entity disambiguation (via context triple) batch_69cbe08c36f48190b005c6c92ad813d0 completed March 31, 2026, 2:56 p.m.
NEDg Description generation batch_69cc46c11e68819087f5083bb85ec7ab completed March 31, 2026, 10:12 p.m.
NED2 Entity disambiguation (via description) batch_69cc47fa1524819089ef5b3f8bf7f670 completed March 31, 2026, 10:17 p.m.
Created at: March 30, 2026, 5:12 p.m.