Triple

T9905839
Position Surface form Disambiguated ID Type / Status
Subject Quincy Jones III E185009 entity
Predicate notableWork P4 FINISHED
Object Thug Angel: The Life of Tupac Shakur
Thug Angel: The Life of Tupac Shakur is a documentary film chronicling the life, career, and legacy of rapper Tupac Shakur.
E828392 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: Thug Angel: The Life of Tupac Shakur | Statement: [Quincy Jones III, notableWork, Thug Angel: The Life of Tupac Shakur]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Thug Angel: The Life of Tupac Shakur
Context triple: [Quincy Jones III, notableWork, Thug Angel: The Life of Tupac Shakur]
  • A. Thug Life
    Thug Life was a hip hop group and collective founded by Tupac Shakur, known for its raw depiction of street realities and its influential 1994 album "Thug Life: Volume 1."
  • B. 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.
  • C. 2Pacalypse Now
    2Pacalypse Now is the politically charged debut studio album by American rapper Tupac Shakur, known for its raw social commentary on issues like police brutality and systemic injustice.
  • D. 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.
  • E. Unsolved: The Murders of Tupac and the Notorious B.I.G.
    Unsolved: The Murders of Tupac and the Notorious B.I.G. is a true-crime television drama series that explores the investigations into the killings of iconic rappers Tupac Shakur and The Notorious B.I.G.
  • 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: Thug Angel: The Life of Tupac Shakur
Triple: [Quincy Jones III, notableWork, Thug Angel: The Life of Tupac Shakur]
Generated description
Thug Angel: The Life of Tupac Shakur is a documentary film chronicling the life, career, and legacy of rapper Tupac Shakur.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Thug Angel: The Life of Tupac Shakur
Target entity description: Thug Angel: The Life of Tupac Shakur is a documentary film chronicling the life, career, and legacy of rapper Tupac Shakur.
  • A. Thug Life
    Thug Life was a hip hop group and collective founded by Tupac Shakur, known for its raw depiction of street realities and its influential 1994 album "Thug Life: Volume 1."
  • B. 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.
  • C. 2Pacalypse Now
    2Pacalypse Now is the politically charged debut studio album by American rapper Tupac Shakur, known for its raw social commentary on issues like police brutality and systemic injustice.
  • D. 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.
  • E. Unsolved: The Murders of Tupac and the Notorious B.I.G.
    Unsolved: The Murders of Tupac and the Notorious B.I.G. is a true-crime television drama series that explores the investigations into the killings of iconic rappers Tupac Shakur and The Notorious B.I.G.
  • 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_69ca8296165881908ca4750701af1f29 completed March 30, 2026, 2:03 p.m.
NER Named-entity recognition batch_69cdb50cf8808190a41e565216712704 completed April 2, 2026, 12:15 a.m.
NED1 Entity disambiguation (via context triple) batch_69d1eb316a188190a1c7fbe0d1997cf5 completed April 5, 2026, 4:55 a.m.
NEDg Description generation batch_69d1ed2864108190bbeb2e38ff733773 completed April 5, 2026, 5:03 a.m.
NED2 Entity disambiguation (via description) batch_69d1edcf68c48190ba548c19042323fd completed April 5, 2026, 5:06 a.m.
Created at: March 30, 2026, 8:40 p.m.