Triple

T8576072
Position Surface form Disambiguated ID Type / Status
Subject Robert Baer E203050 entity
Predicate notableWork P4 FINISHED
Object The Perfect Kill: 21 Laws for Assassins
The Perfect Kill: 21 Laws for Assassins is a nonfiction book by former CIA case officer Robert Baer that examines the history, ethics, and practical realities of political assassination and targeted killing.
E743684 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: The Perfect Kill: 21 Laws for Assassins | Statement: [Robert Baer, notableWork, The Perfect Kill: 21 Laws for Assassins]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: The Perfect Kill: 21 Laws for Assassins
Context triple: [Robert Baer, notableWork, The Perfect Kill: 21 Laws for Assassins]
  • A. 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.
  • B. The Just Assassins
    The Just Assassins is a 1949 play by Albert Camus that dramatizes the moral and political dilemmas of Russian revolutionaries debating the ethics of political violence.
  • C. The Baby-Faced Assassin
    The Baby-Faced Assassin is the ring nickname of Mexican boxing legend Marco Antonio Barrera, a multiple-division world champion renowned for his technical skill and brutal, relentless fighting style.
  • D. Generation Kill
    Generation Kill is a nonfiction book by Evan Wright and an HBO miniseries adaptation that chronicle the experiences of a U.S. Marine reconnaissance battalion during the 2003 invasion of Iraq.
  • E. Il vizio d’uccidere
    "Il vizio d’uccidere" is a track from Ennio Morricone’s iconic Spaghetti Western score for the film *For a Few Dollars More*, characterized by its tense, atmospheric orchestration.
  • 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: The Perfect Kill: 21 Laws for Assassins
Triple: [Robert Baer, notableWork, The Perfect Kill: 21 Laws for Assassins]
Generated description
The Perfect Kill: 21 Laws for Assassins is a nonfiction book by former CIA case officer Robert Baer that examines the history, ethics, and practical realities of political assassination and targeted killing.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: The Perfect Kill: 21 Laws for Assassins
Target entity description: The Perfect Kill: 21 Laws for Assassins is a nonfiction book by former CIA case officer Robert Baer that examines the history, ethics, and practical realities of political assassination and targeted killing.
  • A. 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.
  • B. The Just Assassins
    The Just Assassins is a 1949 play by Albert Camus that dramatizes the moral and political dilemmas of Russian revolutionaries debating the ethics of political violence.
  • C. The Baby-Faced Assassin
    The Baby-Faced Assassin is the ring nickname of Mexican boxing legend Marco Antonio Barrera, a multiple-division world champion renowned for his technical skill and brutal, relentless fighting style.
  • D. Generation Kill
    Generation Kill is a nonfiction book by Evan Wright and an HBO miniseries adaptation that chronicle the experiences of a U.S. Marine reconnaissance battalion during the 2003 invasion of Iraq.
  • E. Il vizio d’uccidere
    "Il vizio d’uccidere" is a track from Ennio Morricone’s iconic Spaghetti Western score for the film *For a Few Dollars More*, characterized by its tense, atmospheric orchestration.
  • 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_69ca8328ebe481909a8c038fa79959b4 completed March 30, 2026, 2:05 p.m.
NER Named-entity recognition batch_69cbea9638c081909a537cc44e485bee completed March 31, 2026, 3:39 p.m.
NED1 Entity disambiguation (via context triple) batch_69ce899dd7d48190b44338b92ad68bd0 completed April 2, 2026, 3:22 p.m.
NEDg Description generation batch_69ce8c7ad5cc8190a50c8e15ce353d1d completed April 2, 2026, 3:34 p.m.
NED2 Entity disambiguation (via description) batch_69ce8d595d80819093a1b849bcb3c7c7 completed April 2, 2026, 3:38 p.m.
Created at: March 30, 2026, 6:21 p.m.