Triple

T3224060
Position Surface form Disambiguated ID Type / Status
Subject Douglas Kellner E67579 entity
Predicate notableWork P4 FINISHED
Object Guys and Guns Amok: Domestic Terrorism and School Shootings from the Oklahoma City Bombing to the Virginia Tech Massacre
"Guys and Guns Amok: Domestic Terrorism and School Shootings from the Oklahoma City Bombing to the Virginia Tech Massacre" is a critical study that examines the cultural, political, and media dimensions of U.S. domestic terrorism and school shootings in the late 20th and early 21st centuries.
E338744 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: Guys and Guns Amok: Domestic Terrorism and School Shootings from the Oklahoma City Bombing to the Virginia Tech Massacre | Statement: [Douglas Kellner, notableWork, Guys and Guns Amok: Domestic Terrorism and School Shootings from the Oklahoma City Bombing to the Virginia Tech Massacre]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Guys and Guns Amok: Domestic Terrorism and School Shootings from the Oklahoma City Bombing to the Virginia Tech Massacre
Context triple: [Douglas Kellner, notableWork, Guys and Guns Amok: Domestic Terrorism and School Shootings from the Oklahoma City Bombing to the Virginia Tech Massacre]
  • A. Bowling for Columbine
    Bowling for Columbine is a 2002 documentary film by Michael Moore that explores gun violence and the culture of fear in the United States.
  • B. Reflections on Violence
    Reflections on Violence is a 1908 political and social theory work by Georges Sorel that analyzes the role of myth and revolutionary violence in class struggle and syndicalism.
  • C. Playing to the Edge: American Intelligence in the Age of Terror
    "Playing to the Edge: American Intelligence in the Age of Terror" is a memoir by former CIA and NSA director Michael V. Hayden that offers an insider account of U.S. intelligence operations and challenges in the post-9/11 era.
  • D. The Real Terror Network
    The Real Terror Network is a political analysis book that critiques U.S. foreign policy by arguing that the United States has systematically supported state terrorism in the Third World.
  • E. Columbine High School massacre
    The Columbine High School massacre was a 1999 school shooting in Littleton, Colorado, in which two students murdered 13 people and wounded many others before killing themselves, becoming a defining event in debates over gun violence and school safety 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: Guys and Guns Amok: Domestic Terrorism and School Shootings from the Oklahoma City Bombing to the Virginia Tech Massacre
Triple: [Douglas Kellner, notableWork, Guys and Guns Amok: Domestic Terrorism and School Shootings from the Oklahoma City Bombing to the Virginia Tech Massacre]
Generated description
"Guys and Guns Amok: Domestic Terrorism and School Shootings from the Oklahoma City Bombing to the Virginia Tech Massacre" is a critical study that examines the cultural, political, and media dimensions of U.S. domestic terrorism and school shootings in the late 20th and early 21st centuries.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Guys and Guns Amok: Domestic Terrorism and School Shootings from the Oklahoma City Bombing to the Virginia Tech Massacre
Target entity description: "Guys and Guns Amok: Domestic Terrorism and School Shootings from the Oklahoma City Bombing to the Virginia Tech Massacre" is a critical study that examines the cultural, political, and media dimensions of U.S. domestic terrorism and school shootings in the late 20th and early 21st centuries.
  • A. Bowling for Columbine
    Bowling for Columbine is a 2002 documentary film by Michael Moore that explores gun violence and the culture of fear in the United States.
  • B. Reflections on Violence
    Reflections on Violence is a 1908 political and social theory work by Georges Sorel that analyzes the role of myth and revolutionary violence in class struggle and syndicalism.
  • C. Playing to the Edge: American Intelligence in the Age of Terror
    "Playing to the Edge: American Intelligence in the Age of Terror" is a memoir by former CIA and NSA director Michael V. Hayden that offers an insider account of U.S. intelligence operations and challenges in the post-9/11 era.
  • D. The Real Terror Network
    The Real Terror Network is a political analysis book that critiques U.S. foreign policy by arguing that the United States has systematically supported state terrorism in the Third World.
  • E. Columbine High School massacre
    The Columbine High School massacre was a 1999 school shooting in Littleton, Colorado, in which two students murdered 13 people and wounded many others before killing themselves, becoming a defining event in debates over gun violence and school safety 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_69ad858b8adc8190ad989712c87a476b completed March 8, 2026, 2:19 p.m.
NER Named-entity recognition batch_69adae1ae8f08190880d0f0e8539cdbc completed March 8, 2026, 5:12 p.m.
NED1 Entity disambiguation (via context triple) batch_69b2625a22148190927b2a63ae3fc726 completed March 12, 2026, 6:51 a.m.
NEDg Description generation batch_69b264c6022c81908b3235e88a7ed27f completed March 12, 2026, 7:01 a.m.
NED2 Entity disambiguation (via description) batch_69b268bd0d3c8190a60dda0a9086c0cc completed March 12, 2026, 7:18 a.m.
Created at: March 8, 2026, 3:08 p.m.