Triple

T11063653
Position Surface form Disambiguated ID Type / Status
Subject Medea Benjamin E261567 entity
Predicate notableWork P4 FINISHED
Object Drone Warfare: Killing by Remote Control
Drone Warfare: Killing by Remote Control is a non-fiction book that critically examines the rise, ethics, and human consequences of U.S. drone warfare and targeted killing.
E903076 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: Drone Warfare: Killing by Remote Control | Statement: [Medea Benjamin, notableWork, Drone Warfare: Killing by Remote Control]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Drone Warfare: Killing by Remote Control
Context triple: [Medea Benjamin, notableWork, Drone Warfare: Killing by Remote Control]
  • A. Waging Modern War
    Waging Modern War is a memoir and analysis of the Kosovo conflict and contemporary military strategy by retired U.S. General Wesley K. Clark.
  • B. Kill Chain: The Rise of the High-Tech Assassins
    Kill Chain: The Rise of the High-Tech Assassins is a non-fiction book that critically examines the development, strategy, and consequences of modern drone warfare and targeted killing.
  • C. The Tyranny of Controls
    "The Tyranny of Controls" is a chapter from Milton and Rose Friedman's book *Free to Choose* that critiques government regulations and economic controls as harmful constraints on individual freedom and market efficiency.
  • D. Joint Unmanned Combat Air Systems
    Joint Unmanned Combat Air Systems was a U.S. defense research program aimed at developing and demonstrating advanced unmanned combat air vehicles for strike and surveillance missions.
  • E. The War You Don't See
    The War You Don't See is a documentary film by journalist John Pilger that critically examines how the media shapes public perception of war and conflict.
  • 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: Drone Warfare: Killing by Remote Control
Triple: [Medea Benjamin, notableWork, Drone Warfare: Killing by Remote Control]
Generated description
Drone Warfare: Killing by Remote Control is a non-fiction book that critically examines the rise, ethics, and human consequences of U.S. drone warfare and targeted killing.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Drone Warfare: Killing by Remote Control
Target entity description: Drone Warfare: Killing by Remote Control is a non-fiction book that critically examines the rise, ethics, and human consequences of U.S. drone warfare and targeted killing.
  • A. Waging Modern War
    Waging Modern War is a memoir and analysis of the Kosovo conflict and contemporary military strategy by retired U.S. General Wesley K. Clark.
  • B. Kill Chain: The Rise of the High-Tech Assassins
    Kill Chain: The Rise of the High-Tech Assassins is a non-fiction book that critically examines the development, strategy, and consequences of modern drone warfare and targeted killing.
  • C. The Tyranny of Controls
    "The Tyranny of Controls" is a chapter from Milton and Rose Friedman's book *Free to Choose* that critiques government regulations and economic controls as harmful constraints on individual freedom and market efficiency.
  • D. Joint Unmanned Combat Air Systems
    Joint Unmanned Combat Air Systems was a U.S. defense research program aimed at developing and demonstrating advanced unmanned combat air vehicles for strike and surveillance missions.
  • E. The War You Don't See
    The War You Don't See is a documentary film by journalist John Pilger that critically examines how the media shapes public perception of war and conflict.
  • 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_69d6aa98650481908609c7c56bfa7902 completed April 8, 2026, 7:20 p.m.
NER Named-entity recognition batch_69d798ed07f88190bf501d9f63386ada completed April 9, 2026, 12:17 p.m.
NED1 Entity disambiguation (via context triple) batch_69e3c8977f98819082dec025e92782da completed April 18, 2026, 6:08 p.m.
NEDg Description generation batch_69e3cadf271081908d2b794a4288892a completed April 18, 2026, 6:18 p.m.
NED2 Entity disambiguation (via description) batch_69e3cf1f508c81909b4ca8131b7fc9ee completed April 18, 2026, 6:36 p.m.
Created at: April 8, 2026, 9:26 p.m.