Triple

T17119734
Position Surface form Disambiguated ID Type / Status
Subject FBI negotiators E415432 entity
Predicate influencedBy P9 FINISHED
Object FBI crisis negotiation doctrine
FBI crisis negotiation doctrine is the formal body of principles, strategies, and procedures that guides how FBI negotiators manage and resolve high-risk incidents through communication and de-escalation.
E1250974 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: FBI crisis negotiation doctrine | Statement: [FBI negotiators, influencedBy, FBI crisis negotiation doctrine]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: FBI crisis negotiation doctrine
Context triple: [FBI negotiators, influencedBy, FBI crisis negotiation doctrine]
  • A. FBI negotiators
    FBI negotiators were the federal law enforcement specialists responsible for conducting crisis communication and attempting to secure a peaceful resolution during the 1993 Waco siege involving the Branch Davidians.
  • B. FBI Behavioral Analysis Unit
    The FBI Behavioral Analysis Unit is a specialized division of the U.S. Federal Bureau of Investigation that provides criminal profiling and behavioral analysis to support investigations of violent and complex crimes.
  • C. Varieties of Police Behavior
    Varieties of Police Behavior is a seminal work of criminology and public administration that analyzes how different organizational styles shape the everyday practices and decision-making of American police departments.
  • D. The Purpose of Intervention: Changing Beliefs about the Use of Force
    The Purpose of Intervention: Changing Beliefs about the Use of Force is a scholarly book that examines how evolving international norms and ideas reshape states’ justifications and practices of military intervention.
  • E. Attorney General Guidelines for Domestic FBI Operations
    The Attorney General Guidelines for Domestic FBI Operations are a set of rules issued by the U.S. Department of Justice that govern how the FBI conducts domestic investigations, intelligence gathering, and related activities while protecting civil liberties.
  • 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: FBI crisis negotiation doctrine
Triple: [FBI negotiators, influencedBy, FBI crisis negotiation doctrine]
Generated description
FBI crisis negotiation doctrine is the formal body of principles, strategies, and procedures that guides how FBI negotiators manage and resolve high-risk incidents through communication and de-escalation.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: FBI crisis negotiation doctrine
Target entity description: FBI crisis negotiation doctrine is the formal body of principles, strategies, and procedures that guides how FBI negotiators manage and resolve high-risk incidents through communication and de-escalation.
  • A. FBI negotiators
    FBI negotiators were the federal law enforcement specialists responsible for conducting crisis communication and attempting to secure a peaceful resolution during the 1993 Waco siege involving the Branch Davidians.
  • B. FBI Behavioral Analysis Unit
    The FBI Behavioral Analysis Unit is a specialized division of the U.S. Federal Bureau of Investigation that provides criminal profiling and behavioral analysis to support investigations of violent and complex crimes.
  • C. Varieties of Police Behavior
    Varieties of Police Behavior is a seminal work of criminology and public administration that analyzes how different organizational styles shape the everyday practices and decision-making of American police departments.
  • D. The Purpose of Intervention: Changing Beliefs about the Use of Force
    The Purpose of Intervention: Changing Beliefs about the Use of Force is a scholarly book that examines how evolving international norms and ideas reshape states’ justifications and practices of military intervention.
  • E. Attorney General Guidelines for Domestic FBI Operations
    The Attorney General Guidelines for Domestic FBI Operations are a set of rules issued by the U.S. Department of Justice that govern how the FBI conducts domestic investigations, intelligence gathering, and related activities while protecting civil liberties.
  • 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_69d886d090cc8190a39cb94992586905 completed April 10, 2026, 5:12 a.m.
NER Named-entity recognition batch_69e3e8092b548190b45c1695be47edc2 completed April 18, 2026, 8:22 p.m.
NED1 Entity disambiguation (via context triple) batch_6a013a0e11108190bfcf858142aa9ff3 completed May 11, 2026, 2:08 a.m.
NEDg Description generation batch_6a013b749680819097159f0fdc379f2c completed May 11, 2026, 2:14 a.m.
NED2 Entity disambiguation (via description) batch_6a013bf9ef508190aac1155680f33eaf completed May 11, 2026, 2:16 a.m.
Created at: April 10, 2026, 5:36 a.m.