Triple

T440046
Position Surface form Disambiguated ID Type / Status
Subject Bureau of Alcohol, Tobacco, Firearms and Explosives E10093 entity
Predicate hasDivision P35 FINISHED
Object Firearms and Explosives Operations Division
The Firearms and Explosives Operations Division is a specialized unit within the ATF responsible for overseeing and coordinating federal enforcement, regulatory, and investigative activities related to firearms and explosives.
E10093 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: Firearms and Explosives Operations Division | Statement: [Bureau of Alcohol, Tobacco, Firearms and Explosives, hasDivision, Firearms and Explosives Operations Division]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Firearms and Explosives Operations Division
Context triple: [Bureau of Alcohol, Tobacco, Firearms and Explosives, hasDivision, Firearms and Explosives Operations Division]
  • A. Bureau of Alcohol, Tobacco, Firearms and Explosives
    The Bureau of Alcohol, Tobacco, Firearms and Explosives (ATF) is a U.S. federal law enforcement agency responsible for enforcing federal firearms and explosives laws and regulating aspects of the alcohol and tobacco industries.
  • B. Office of Protective Operations
    The Office of Protective Operations is the United States Secret Service division responsible for planning, coordinating, and executing protective security for the President, other dignitaries, and key national events.
  • C. Special Operations Division
    The Special Operations Division is a specialized unit of the United States Capitol Police responsible for handling high-risk security operations, tactical responses, and protective missions around the U.S. Capitol complex.
  • D. Special Operations Division
    The Special Operations Division is a specialized unit of the Metropolitan Police Department of the District of Columbia responsible for handling high-risk incidents, tactical operations, and other critical public safety missions in Washington, D.C.
  • E. 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.
  • 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: Firearms and Explosives Operations Division
Triple: [Bureau of Alcohol, Tobacco, Firearms and Explosives, hasDivision, Firearms and Explosives Operations Division]
Generated description
The Firearms and Explosives Operations Division is a specialized unit within the ATF responsible for overseeing and coordinating federal enforcement, regulatory, and investigative activities related to firearms and explosives.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Firearms and Explosives Operations Division
Target entity description: The Firearms and Explosives Operations Division is a specialized unit within the ATF responsible for overseeing and coordinating federal enforcement, regulatory, and investigative activities related to firearms and explosives.
  • A. Bureau of Alcohol, Tobacco, Firearms and Explosives chosen
    The Bureau of Alcohol, Tobacco, Firearms and Explosives (ATF) is a U.S. federal law enforcement agency responsible for enforcing federal firearms and explosives laws and regulating aspects of the alcohol and tobacco industries.
  • B. Office of Protective Operations
    The Office of Protective Operations is the United States Secret Service division responsible for planning, coordinating, and executing protective security for the President, other dignitaries, and key national events.
  • C. Special Operations Division
    The Special Operations Division is a specialized unit of the United States Capitol Police responsible for handling high-risk security operations, tactical responses, and protective missions around the U.S. Capitol complex.
  • D. Special Operations Division
    The Special Operations Division is a specialized unit of the Metropolitan Police Department of the District of Columbia responsible for handling high-risk incidents, tactical operations, and other critical public safety missions in Washington, D.C.
  • E. 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.
  • F. None of above.

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_69a2e8465ef481909655c681b01e2986 completed Feb. 28, 2026, 1:06 p.m.
NER Named-entity recognition batch_69a2ef2977888190a0590b2c1bd2f5da completed Feb. 28, 2026, 1:35 p.m.
NED1 Entity disambiguation (via context triple) batch_69a4366fc48c8190a10f1034a2bb579c completed March 1, 2026, 12:51 p.m.
NEDg Description generation batch_69a436b31fc8819081b0a7b49a1ad3cc completed March 1, 2026, 12:53 p.m.
NED2 Entity disambiguation (via description) batch_69a43755152881909a4dfa8b31a0aad6 completed March 1, 2026, 12:55 p.m.
Created at: Feb. 28, 2026, 1:11 p.m.