Triple

T1280381
Position Surface form Disambiguated ID Type / Status
Subject Tupac Shakur E27310 entity
Predicate notableWork P4 FINISHED
Object Hit 'Em Up
"Hit 'Em Up" is a notorious 1996 diss track by Tupac Shakur, widely regarded as one of the most aggressive and influential feud records in hip-hop history.
 E146126 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: Hit 'Em Up | Statement: [Tupac Shakur, notableWork, Hit 'Em Up]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Hit 'Em Up
Context triple: [Tupac Shakur, notableWork, Hit 'Em Up]
  • A. 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.
  • B. Big Poppa
    Big Poppa is a famous nickname of The Notorious B.I.G., the influential 1990s Brooklyn rapper known for his smooth flow, vivid storytelling, and major impact on East Coast hip hop.
  • C. Too Short
    Too Short is an American rapper and pioneer of West Coast hip hop, known for his explicit lyrics and influential role in the Oakland rap scene since the 1980s.
  • D. Send It Up
    "Send It Up" is a hard-edged, industrial-rap track by Kanye West from his experimental 2013 album *Yeezus*, known for its abrasive production and club-oriented energy.
  • E. Drop It Like It's Hot
    "Drop It Like It's Hot" is a 2004 hip hop single by Snoop Dogg featuring Pharrell Williams, known for its minimalist production, catchy tongue-click beat, and widespread commercial success.
  • 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: Hit 'Em Up
Triple: [Tupac Shakur, notableWork, Hit 'Em Up]
Generated description
"Hit 'Em Up" is a notorious 1996 diss track by Tupac Shakur, widely regarded as one of the most aggressive and influential feud records in hip-hop history.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Hit 'Em Up
Target entity description: "Hit 'Em Up" is a notorious 1996 diss track by Tupac Shakur, widely regarded as one of the most aggressive and influential feud records in hip-hop history.
  • A. 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.
  • B. Big Poppa
    Big Poppa is a famous nickname of The Notorious B.I.G., the influential 1990s Brooklyn rapper known for his smooth flow, vivid storytelling, and major impact on East Coast hip hop.
  • C. Too Short
    Too Short is an American rapper and pioneer of West Coast hip hop, known for his explicit lyrics and influential role in the Oakland rap scene since the 1980s.
  • D. Send It Up
    "Send It Up" is a hard-edged, industrial-rap track by Kanye West from his experimental 2013 album *Yeezus*, known for its abrasive production and club-oriented energy.
  • E. Drop It Like It's Hot
    "Drop It Like It's Hot" is a 2004 hip hop single by Snoop Dogg featuring Pharrell Williams, known for its minimalist production, catchy tongue-click beat, and widespread commercial success.
  • 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.