Triple

T21010873
Position Surface form Disambiguated ID Type / Status
Subject murder of Tupac Shakur E517543 entity
Predicate precededBy P97 FINISHED
Object 1994 Quad Studios shooting of Tupac Shakur
The 1994 Quad Studios shooting of Tupac Shakur was a notorious New York recording studio ambush in which the rapper was robbed and shot multiple times, fueling major tensions in the East Coast–West Coast hip hop rivalry.
E1462747 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: 1994 Quad Studios shooting of Tupac Shakur | Statement: [murder of Tupac Shakur, precededBy, 1994 Quad Studios shooting of Tupac Shakur]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: 1994 Quad Studios shooting of Tupac Shakur
Context triple: [murder of Tupac Shakur, precededBy, 1994 Quad Studios shooting of Tupac Shakur]
  • A. murder of Tupac Shakur
    The murder of Tupac Shakur was the still-unsolved 1996 drive-by shooting of the influential West Coast rapper, widely seen as a pivotal and symbolic moment in the East Coast–West Coast hip hop conflict.
  • B. North Hollywood shootout
    The North Hollywood shootout was a 1997 armed confrontation in Los Angeles in which two heavily armed bank robbers engaged in a prolonged gun battle with police, prompting major changes in law enforcement weaponry and tactics.
  • C. 1984 New York City subway shooting
    The 1984 New York City subway shooting was a highly publicized incident in which Bernhard Goetz shot four young men on a Manhattan subway train, sparking nationwide debate over crime, self-defense, and vigilantism.
  • D. 1968 shooting of Andy Warhol
    The 1968 shooting of Andy Warhol was an assassination attempt by radical feminist writer Valerie Solanas that critically wounded the pop artist and profoundly affected his life and work.
  • E. Shooting of Amadou Diallo
    The Shooting of Amadou Diallo was a 1999 police shooting in New York City in which an unarmed West African immigrant was killed by officers who fired 41 shots, sparking widespread outrage and debates over racial profiling and police brutality in the United States.
  • 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: 1994 Quad Studios shooting of Tupac Shakur
Triple: [murder of Tupac Shakur, precededBy, 1994 Quad Studios shooting of Tupac Shakur]
Generated description
The 1994 Quad Studios shooting of Tupac Shakur was a notorious New York recording studio ambush in which the rapper was robbed and shot multiple times, fueling major tensions in the East Coast–West Coast hip hop rivalry.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: 1994 Quad Studios shooting of Tupac Shakur
Target entity description: The 1994 Quad Studios shooting of Tupac Shakur was a notorious New York recording studio ambush in which the rapper was robbed and shot multiple times, fueling major tensions in the East Coast–West Coast hip hop rivalry.
  • A. murder of Tupac Shakur
    The murder of Tupac Shakur was the still-unsolved 1996 drive-by shooting of the influential West Coast rapper, widely seen as a pivotal and symbolic moment in the East Coast–West Coast hip hop conflict.
  • B. North Hollywood shootout
    The North Hollywood shootout was a 1997 armed confrontation in Los Angeles in which two heavily armed bank robbers engaged in a prolonged gun battle with police, prompting major changes in law enforcement weaponry and tactics.
  • C. 1984 New York City subway shooting
    The 1984 New York City subway shooting was a highly publicized incident in which Bernhard Goetz shot four young men on a Manhattan subway train, sparking nationwide debate over crime, self-defense, and vigilantism.
  • D. 1968 shooting of Andy Warhol
    The 1968 shooting of Andy Warhol was an assassination attempt by radical feminist writer Valerie Solanas that critically wounded the pop artist and profoundly affected his life and work.
  • E. Shooting of Amadou Diallo
    The Shooting of Amadou Diallo was a 1999 police shooting in New York City in which an unarmed West African immigrant was killed by officers who fired 41 shots, sparking widespread outrage and debates over racial profiling and police brutality in the United States.
  • 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_69e0b50192308190a284fcc89dd23a49 completed April 16, 2026, 10:08 a.m.
NER Named-entity recognition batch_69e6fc3fdf3c8190abd3db7f5eb503a0 completed April 21, 2026, 4:25 a.m.
NED1 Entity disambiguation (via context triple) batch_6a093b60b94081909bea5b8b0cf81447 completed May 17, 2026, 3:52 a.m.
NEDg Description generation batch_6a093d500adc8190ba08e8a6c1674563 completed May 17, 2026, 4 a.m.
NED2 Entity disambiguation (via description) batch_6a093e445e748190a20721d0718c71bc completed May 17, 2026, 4:04 a.m.
Created at: April 16, 2026, 1:53 p.m.