Triple

T1280372
Position Surface form Disambiguated ID Type / Status
Subject Tupac Shakur E27310 entity
Predicate notableWork P4 FINISHED
Object 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.
E146119 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: 2Pacalypse Now | Statement: [Tupac Shakur, notableWork, 2Pacalypse Now]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: 2Pacalypse Now
Context triple: [Tupac Shakur, notableWork, 2Pacalypse Now]
  • A. Ready to Die
    Ready to Die is the critically acclaimed 1994 debut studio album by The Notorious B.I.G. that helped define East Coast hip hop and cemented his legacy as one of rap’s greatest artists.
  • B. Doggystyle
    Doggystyle is the 1993 debut studio album by American rapper Snoop Dogg, widely regarded as a landmark West Coast hip hop and G-funk release.
  • C. Tha Dogg Pound
    Tha Dogg Pound is a West Coast hip hop duo from the 1990s G-funk era, best known for their work with Death Row Records and collaborations with artists like Snoop Dogg and Dr. Dre.
  • D. R&G (Rhythm & Gangsta): The Masterpiece
    R&G (Rhythm & Gangsta): The Masterpiece is a 2004 studio album by American rapper Snoop Dogg that blends West Coast hip hop with R&B-influenced production and features the hit single "Drop It Like It's Hot."
  • E. Enter the Wu-Tang (36 Chambers)
    Enter the Wu-Tang (36 Chambers) is the groundbreaking 1993 debut album by the Wu-Tang Clan that helped redefine East Coast hip hop with its raw production and gritty, kung fu–inspired aesthetic.
  • 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: 2Pacalypse Now
Triple: [Tupac Shakur, notableWork, 2Pacalypse Now]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: 2Pacalypse Now
Target entity description: 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.
  • A. Ready to Die
    Ready to Die is the critically acclaimed 1994 debut studio album by The Notorious B.I.G. that helped define East Coast hip hop and cemented his legacy as one of rap’s greatest artists.
  • B. Doggystyle
    Doggystyle is the 1993 debut studio album by American rapper Snoop Dogg, widely regarded as a landmark West Coast hip hop and G-funk release.
  • C. Tha Dogg Pound
    Tha Dogg Pound is a West Coast hip hop duo from the 1990s G-funk era, best known for their work with Death Row Records and collaborations with artists like Snoop Dogg and Dr. Dre.
  • D. R&G (Rhythm & Gangsta): The Masterpiece
    R&G (Rhythm & Gangsta): The Masterpiece is a 2004 studio album by American rapper Snoop Dogg that blends West Coast hip hop with R&B-influenced production and features the hit single "Drop It Like It's Hot."
  • E. Enter the Wu-Tang (36 Chambers)
    Enter the Wu-Tang (36 Chambers) is the groundbreaking 1993 debut album by the Wu-Tang Clan that helped redefine East Coast hip hop with its raw production and gritty, kung fu–inspired aesthetic.
  • 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_69a496d3710c8190955dee8bc0dacb50 completed March 1, 2026, 7:43 p.m.
NER Named-entity recognition batch_69a4c094eb4881909a33061339f91190 completed March 1, 2026, 10:41 p.m.
NED1 Entity disambiguation (via context triple) batch_69aca2fb746881909ac7a8dd672fc939 completed March 7, 2026, 10:13 p.m.
NEDg Description generation batch_69aca3752a3c81908bd6d9744ad5f5a2 completed March 7, 2026, 10:15 p.m.
NED2 Entity disambiguation (via description) batch_69aca3e44bf481908c5726adddc4b428 completed March 7, 2026, 10:17 p.m.
Created at: March 1, 2026, 7:50 p.m.