Triple

T12330371
Position Surface form Disambiguated ID Type / Status
Subject Mark Perry (historian) E293942 entity
Predicate notableWork P4 FINISHED
Object Talking to Terrorists: Why America Must Engage with Its Enemies
Talking to Terrorists: Why America Must Engage with Its Enemies is a non-fiction book by historian and analyst Mark Perry arguing that U.S. national security requires direct dialogue and negotiation with designated terrorist organizations.
E976627 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: Talking to Terrorists: Why America Must Engage with Its Enemies | Statement: [Mark Perry (historian), notableWork, Talking to Terrorists: Why America Must Engage with Its Enemies]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Talking to Terrorists: Why America Must Engage with Its Enemies
Context triple: [Mark Perry (historian), notableWork, Talking to Terrorists: Why America Must Engage with Its Enemies]
  • A. What Terrorists Want
    "What Terrorists Want" is a scholarly book by Louise Richardson that analyzes the motivations, strategies, and objectives of terrorist groups in order to inform more effective counterterrorism policies.
  • B. 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.
  • C. Conversations with the Enemy
    Conversations with the Enemy is a non-fiction book by Winston Groom that examines the controversial story of an American POW in Vietnam accused of collaborating with the enemy.
  • D. Monsters To Destroy: The Neoconservative War on Terror and Sin
    "Monsters To Destroy: The Neoconservative War on Terror and Sin" is a scholarly book by Ira Chernus that critically examines how neoconservative ideology framed the War on Terror in moralistic and quasi-religious terms.
  • E. A Question of Torture: CIA Interrogation, from the Cold War to the War on Terror
    *A Question of Torture: CIA Interrogation, from the Cold War to the War on Terror* is a historical and investigative study by Alfred W. McCoy that traces the development, methods, and global impact of U.S. psychological torture and interrogation practices from the early Cold War through the post-9/11 era.
  • 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: Talking to Terrorists: Why America Must Engage with Its Enemies
Triple: [Mark Perry (historian), notableWork, Talking to Terrorists: Why America Must Engage with Its Enemies]
Generated description
Talking to Terrorists: Why America Must Engage with Its Enemies is a non-fiction book by historian and analyst Mark Perry arguing that U.S. national security requires direct dialogue and negotiation with designated terrorist organizations.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Talking to Terrorists: Why America Must Engage with Its Enemies
Target entity description: Talking to Terrorists: Why America Must Engage with Its Enemies is a non-fiction book by historian and analyst Mark Perry arguing that U.S. national security requires direct dialogue and negotiation with designated terrorist organizations.
  • A. What Terrorists Want
    "What Terrorists Want" is a scholarly book by Louise Richardson that analyzes the motivations, strategies, and objectives of terrorist groups in order to inform more effective counterterrorism policies.
  • B. 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.
  • C. Conversations with the Enemy
    Conversations with the Enemy is a non-fiction book by Winston Groom that examines the controversial story of an American POW in Vietnam accused of collaborating with the enemy.
  • D. Monsters To Destroy: The Neoconservative War on Terror and Sin
    "Monsters To Destroy: The Neoconservative War on Terror and Sin" is a scholarly book by Ira Chernus that critically examines how neoconservative ideology framed the War on Terror in moralistic and quasi-religious terms.
  • E. A Question of Torture: CIA Interrogation, from the Cold War to the War on Terror
    *A Question of Torture: CIA Interrogation, from the Cold War to the War on Terror* is a historical and investigative study by Alfred W. McCoy that traces the development, methods, and global impact of U.S. psychological torture and interrogation practices from the early Cold War through the post-9/11 era.
  • 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_69d6ab6ae0dc8190b1522a9c1c55c114 completed April 8, 2026, 7:24 p.m.
NER Named-entity recognition batch_69d93f634ee08190b4f533505d402219 completed April 10, 2026, 6:20 p.m.
NED1 Entity disambiguation (via context triple) batch_69f61e9114f48190988b84eaec2e810f completed May 2, 2026, 3:56 p.m.
NEDg Description generation batch_69f61fd2429c8190a8a7c46c312e262d completed May 2, 2026, 4:01 p.m.
NED2 Entity disambiguation (via description) batch_69f623f5aa608190bce3e62e08077216 completed May 2, 2026, 4:19 p.m.
Created at: April 8, 2026, 9:53 p.m.