Triple

T6156290
Position Surface form Disambiguated ID Type / Status
Subject Andrew Cockburn E137328 entity
Predicate notableWork P4 FINISHED
Object 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.
 E573422 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: Kill Chain: The Rise of the High-Tech Assassins | Statement: [Andrew Cockburn, notableWork, Kill Chain: The Rise of the High-Tech Assassins]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Kill Chain: The Rise of the High-Tech Assassins
Context triple: [Andrew Cockburn, notableWork, Kill Chain: The Rise of the High-Tech Assassins]
  • A. Zero Days
    Zero Days is a 2016 documentary film by Alex Gibney that investigates the Stuxnet computer worm and the covert world of state-sponsored cyber warfare.
  • B. The Breach
    The Breach is the interdimensional rift on the Pacific Ocean floor in the "Pacific Rim" universe through which the alien Kaiju enter Earth.
  • C. Breach
    Breach is a 2007 American spy thriller film based on the true story of FBI agent and convicted spy Robert Hanssen, in which Chris Cooper delivers a critically acclaimed performance as the duplicitous lead.
  • D. The Craft of Intelligence
    The Craft of Intelligence is a seminal book on espionage and intelligence operations written by former CIA Director Allen Dulles, offering an insider’s perspective on the theory and practice of modern intelligence work.
  • E. Unseen Warfare
    Unseen Warfare is a classic Eastern Orthodox spiritual manual on inner spiritual struggle and ascetic life, traditionally attributed to St. Nikodemos the Hagiorite.
  • 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: Kill Chain: The Rise of the High-Tech Assassins
Triple: [Andrew Cockburn, notableWork, Kill Chain: The Rise of the High-Tech Assassins]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Kill Chain: The Rise of the High-Tech Assassins
Target entity description: 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.
  • A. Zero Days
    Zero Days is a 2016 documentary film by Alex Gibney that investigates the Stuxnet computer worm and the covert world of state-sponsored cyber warfare.
  • B. The Breach
    The Breach is the interdimensional rift on the Pacific Ocean floor in the "Pacific Rim" universe through which the alien Kaiju enter Earth.
  • C. Breach
    Breach is a 2007 American spy thriller film based on the true story of FBI agent and convicted spy Robert Hanssen, in which Chris Cooper delivers a critically acclaimed performance as the duplicitous lead.
  • D. The Craft of Intelligence
    The Craft of Intelligence is a seminal book on espionage and intelligence operations written by former CIA Director Allen Dulles, offering an insider’s perspective on the theory and practice of modern intelligence work.
  • E. Unseen Warfare
    Unseen Warfare is a classic Eastern Orthodox spiritual manual on inner spiritual struggle and ascetic life, traditionally attributed to St. Nikodemos the Hagiorite.
  • 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_69c008a45d008190832a9e19f5d63406 completed March 22, 2026, 3:20 p.m.
NER Named-entity recognition batch_69c05d0376408190a2233375f478377e completed March 22, 2026, 9:20 p.m.
NED1 Entity disambiguation (via context triple) batch_69c141867fac819093a3093aa8251eac completed March 23, 2026, 1:35 p.m.
NEDg Description generation batch_69c14794c3488190874b0a4d2c00514d completed March 23, 2026, 2 p.m.
NED2 Entity disambiguation (via description) batch_69c1480b10f08190891bfc8488bbaf16 completed March 23, 2026, 2:02 p.m.
Created at: March 22, 2026, 4:17 p.m.