Triple

T599432
Position Surface form Disambiguated ID Type / Status
Subject Quantico E11460 entity
Predicate hasNearbyFacility P5648 FINISHED
Object DEA Training Academy
The DEA Training Academy is the primary facility where the U.S. Drug Enforcement Administration trains its special agents and other personnel in law enforcement, investigative techniques, and drug control operations.
E74698 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: DEA Training Academy | Statement: [Quantico, hasNearbyFacility, DEA Training Academy]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: DEA Training Academy
Context triple: [Quantico, hasNearbyFacility, DEA Training Academy]
  • A. DEA Special Operations Division
    The DEA Special Operations Division is a specialized unit within the U.S. Drug Enforcement Administration that coordinates high-level, often international, counter-narcotics investigations and intelligence operations.
  • B. DEA Intelligence Division
    The DEA Intelligence Division is the branch of the U.S. Drug Enforcement Administration responsible for collecting, analyzing, and disseminating drug-related intelligence to support law enforcement operations and policy decisions.
  • C. FBI Academy
    The FBI Academy is the Federal Bureau of Investigation’s primary training facility, where new agents and intelligence analysts receive instruction in law enforcement, investigative techniques, and national security operations.
  • D. U.S. Army John F. Kennedy Special Warfare Center and School
    The U.S. Army John F. Kennedy Special Warfare Center and School is the Army’s premier institution for training and educating Special Forces, Civil Affairs, and Psychological Operations soldiers in special operations skills and doctrine.
  • E. Federal Law Enforcement Training Centers
    The Federal Law Enforcement Training Centers is a U.S. government organization that provides basic and advanced training to federal, state, local, and international law enforcement personnel.
  • 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: DEA Training Academy
Triple: [Quantico, hasNearbyFacility, DEA Training Academy]
Generated description
The DEA Training Academy is the primary facility where the U.S. Drug Enforcement Administration trains its special agents and other personnel in law enforcement, investigative techniques, and drug control operations.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: DEA Training Academy
Target entity description: The DEA Training Academy is the primary facility where the U.S. Drug Enforcement Administration trains its special agents and other personnel in law enforcement, investigative techniques, and drug control operations.
  • A. DEA Special Operations Division
    The DEA Special Operations Division is a specialized unit within the U.S. Drug Enforcement Administration that coordinates high-level, often international, counter-narcotics investigations and intelligence operations.
  • B. DEA Intelligence Division
    The DEA Intelligence Division is the branch of the U.S. Drug Enforcement Administration responsible for collecting, analyzing, and disseminating drug-related intelligence to support law enforcement operations and policy decisions.
  • C. FBI Academy
    The FBI Academy is the Federal Bureau of Investigation’s primary training facility, where new agents and intelligence analysts receive instruction in law enforcement, investigative techniques, and national security operations.
  • D. U.S. Army John F. Kennedy Special Warfare Center and School
    The U.S. Army John F. Kennedy Special Warfare Center and School is the Army’s premier institution for training and educating Special Forces, Civil Affairs, and Psychological Operations soldiers in special operations skills and doctrine.
  • E. Federal Law Enforcement Training Centers
    The Federal Law Enforcement Training Centers is a U.S. government organization that provides basic and advanced training to federal, state, local, and international law enforcement personnel.
  • 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_69a4932779b881908688590d59c71900 completed March 1, 2026, 7:27 p.m.
NER Named-entity recognition batch_69a49d78c0f08190b83ad89062ccb0b9 completed March 1, 2026, 8:11 p.m.
NED1 Entity disambiguation (via context triple) batch_69a51f37f8748190bff705fd2bbc489c completed March 2, 2026, 5:25 a.m.
NEDg Description generation batch_69a51fd2fe2881909a2cddf344149eeb completed March 2, 2026, 5:27 a.m.
NED2 Entity disambiguation (via description) batch_69a52036174c81909a1e2aabad8fdad1 completed March 2, 2026, 5:29 a.m.
Created at: March 1, 2026, 7:35 p.m.