Triple

T883010
Position Surface form Disambiguated ID Type / Status
Subject United States Marshals Service E19067 entity
Predicate partOfProgram P2543 FINISHED
Object Joint Fugitive Task Forces
Joint Fugitive Task Forces are specialized multi-agency law enforcement teams in the United States that coordinate efforts to locate and apprehend dangerous fugitives.
E103657 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: Joint Fugitive Task Forces | Statement: [United States Marshals Service, partOfProgram, Joint Fugitive Task Forces]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Joint Fugitive Task Forces
Context triple: [United States Marshals Service, partOfProgram, Joint Fugitive Task Forces]
  • A. Joint Interagency Task Force South
    Joint Interagency Task Force South is a U.S.-led, multi-agency and multinational task force responsible for detecting, monitoring, and supporting the interdiction of illicit trafficking and transnational threats in the Western Hemisphere, particularly in the Caribbean and Eastern Pacific regions.
  • B. Rapid Deployment Joint Task Force
    The Rapid Deployment Joint Task Force was a U.S. military organization created in the late 1970s to provide a quickly deployable, multi-service force for crises in the Middle East and Southwest Asia.
  • C. FBI Hostage Rescue Team
    The FBI Hostage Rescue Team is the Federal Bureau of Investigation’s elite full-time counterterrorism and tactical unit specializing in high-risk hostage rescue and special operations.
  • D. FBI Critical Incident Response Group
    The FBI Critical Incident Response Group is a specialized division of the Federal Bureau of Investigation that coordinates and deploys expert resources for managing and resolving major crises, including terrorism, hostage situations, and other high-risk incidents.
  • E. 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.
  • 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: Joint Fugitive Task Forces
Triple: [United States Marshals Service, partOfProgram, Joint Fugitive Task Forces]
Generated description
Joint Fugitive Task Forces are specialized multi-agency law enforcement teams in the United States that coordinate efforts to locate and apprehend dangerous fugitives.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Joint Fugitive Task Forces
Target entity description: Joint Fugitive Task Forces are specialized multi-agency law enforcement teams in the United States that coordinate efforts to locate and apprehend dangerous fugitives.
  • A. Joint Interagency Task Force South
    Joint Interagency Task Force South is a U.S.-led, multi-agency and multinational task force responsible for detecting, monitoring, and supporting the interdiction of illicit trafficking and transnational threats in the Western Hemisphere, particularly in the Caribbean and Eastern Pacific regions.
  • B. Rapid Deployment Joint Task Force
    The Rapid Deployment Joint Task Force was a U.S. military organization created in the late 1970s to provide a quickly deployable, multi-service force for crises in the Middle East and Southwest Asia.
  • C. FBI Hostage Rescue Team
    The FBI Hostage Rescue Team is the Federal Bureau of Investigation’s elite full-time counterterrorism and tactical unit specializing in high-risk hostage rescue and special operations.
  • D. FBI Critical Incident Response Group
    The FBI Critical Incident Response Group is a specialized division of the Federal Bureau of Investigation that coordinates and deploys expert resources for managing and resolving major crises, including terrorism, hostage situations, and other high-risk incidents.
  • E. 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.
  • 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_69a4939c32488190a7ccd41cf0abb22b completed March 1, 2026, 7:29 p.m.
NER Named-entity recognition batch_69a4accda4148190aa628dab14d7f5de completed March 1, 2026, 9:17 p.m.
NED1 Entity disambiguation (via context triple) batch_69a7b85883c481909261bde7fdebcde1 completed March 4, 2026, 4:43 a.m.
NEDg Description generation batch_69a7b95117e881908efe83c0f8b685fe completed March 4, 2026, 4:47 a.m.
NED2 Entity disambiguation (via description) batch_69a7b9a6edd48190a1feff7e887f76ba completed March 4, 2026, 4:48 a.m.
Created at: March 1, 2026, 7:39 p.m.