Triple

T1349297
Position Surface form Disambiguated ID Type / Status
Subject Federal Law Enforcement Training Centers E28844 entity
Predicate abbreviation P43 FINISHED
Object FLETC
FLETC is a U.S. federal agency that provides centralized training for a wide range of federal, state, local, and international law enforcement personnel.
E154908 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: FLETC | Statement: [Federal Law Enforcement Training Centers, abbreviation, FLETC]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: FLETC
Context triple: [Federal Law Enforcement Training Centers, abbreviation, FLETC]
  • A. 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.
  • B. Training and Education Command
    Training and Education Command is the U.S. Marine Corps organization responsible for developing, managing, and overseeing the training and professional education of Marines across the force.
  • C. 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.
  • D. 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.
  • E. U.S. Army Test and Evaluation Command
    The U.S. Army Test and Evaluation Command is the Army’s primary organization responsible for testing, evaluating, and validating the performance and safety of military systems and equipment before they are fielded.
  • 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: FLETC
Triple: [Federal Law Enforcement Training Centers, abbreviation, FLETC]
Generated description
FLETC is a U.S. federal agency that provides centralized training for a wide range of federal, state, local, and international law enforcement personnel.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: FLETC
Target entity description: FLETC is a U.S. federal agency that provides centralized training for a wide range of federal, state, local, and international law enforcement personnel.
  • A. 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.
  • B. Training and Education Command
    Training and Education Command is the U.S. Marine Corps organization responsible for developing, managing, and overseeing the training and professional education of Marines across the force.
  • C. 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.
  • D. 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.
  • E. U.S. Army Test and Evaluation Command
    The U.S. Army Test and Evaluation Command is the Army’s primary organization responsible for testing, evaluating, and validating the performance and safety of military systems and equipment before they are fielded.
  • 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_69a498571d248190a0ac9eb02d97097f completed March 1, 2026, 7:49 p.m.
NER Named-entity recognition batch_69a4c268745481908be649526c18e558 completed March 1, 2026, 10:49 p.m.
NED1 Entity disambiguation (via context triple) batch_69acc63c3764819094cc02e6e2332a6b completed March 8, 2026, 12:43 a.m.
NEDg Description generation batch_69acca1b067481909d2ed51a6f1faae6 completed March 8, 2026, 1 a.m.
NED2 Entity disambiguation (via description) batch_69acca84efac8190a8f88e0c86b14a39 completed March 8, 2026, 1:01 a.m.
Created at: March 1, 2026, 7:56 p.m.