Triple

T440040
Position Surface form Disambiguated ID Type / Status
Subject Bureau of Alcohol, Tobacco, Firearms and Explosives E10093 entity
Predicate enforces P760 FINISHED
Object Arms Export Control Act (firearms provisions)
The Arms Export Control Act (firearms provisions) is a U.S. federal legal framework that regulates the international trade, export, and transfer of firearms and related defense articles to protect national security and support foreign policy objectives.
E55147 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: Arms Export Control Act (firearms provisions) | Statement: [Bureau of Alcohol, Tobacco, Firearms and Explosives, enforces, Arms Export Control Act (firearms provisions)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Arms Export Control Act (firearms provisions)
Context triple: [Bureau of Alcohol, Tobacco, Firearms and Explosives, enforces, Arms Export Control Act (firearms provisions)]
  • A. Firearm Owners Protection Act
    The Firearm Owners Protection Act is a 1986 U.S. federal law that revised and relaxed certain gun control provisions while adding new restrictions, including the ban on civilian ownership of newly manufactured machine guns.
  • B. Aldrich–Vreeland Act
    The Aldrich–Vreeland Act was a 1908 U.S. law that created emergency currency provisions and laid groundwork for banking reform in response to the Panic of 1907.
  • C. National Defense Authorization Acts
    The National Defense Authorization Acts are annual U.S. federal laws that authorize and set policies and budgets for the Department of Defense and national security programs.
  • D. Nuclear Non-Proliferation Act of 1978
    The Nuclear Non-Proliferation Act of 1978 is a U.S. law that strengthened controls on nuclear exports and promoted international safeguards to prevent the spread of nuclear weapons while supporting peaceful nuclear cooperation.
  • E. International Emergency Economic Powers Act
    The International Emergency Economic Powers Act is a U.S. federal law that grants the President broad authority to regulate international commerce and impose economic sanctions during declared national emergencies involving foreign threats.
  • 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: Arms Export Control Act (firearms provisions)
Triple: [Bureau of Alcohol, Tobacco, Firearms and Explosives, enforces, Arms Export Control Act (firearms provisions)]
Generated description
The Arms Export Control Act (firearms provisions) is a U.S. federal legal framework that regulates the international trade, export, and transfer of firearms and related defense articles to protect national security and support foreign policy objectives.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Arms Export Control Act (firearms provisions)
Target entity description: The Arms Export Control Act (firearms provisions) is a U.S. federal legal framework that regulates the international trade, export, and transfer of firearms and related defense articles to protect national security and support foreign policy objectives.
  • A. Firearm Owners Protection Act
    The Firearm Owners Protection Act is a 1986 U.S. federal law that revised and relaxed certain gun control provisions while adding new restrictions, including the ban on civilian ownership of newly manufactured machine guns.
  • B. Aldrich–Vreeland Act
    The Aldrich–Vreeland Act was a 1908 U.S. law that created emergency currency provisions and laid groundwork for banking reform in response to the Panic of 1907.
  • C. National Defense Authorization Acts
    The National Defense Authorization Acts are annual U.S. federal laws that authorize and set policies and budgets for the Department of Defense and national security programs.
  • D. Nuclear Non-Proliferation Act of 1978
    The Nuclear Non-Proliferation Act of 1978 is a U.S. law that strengthened controls on nuclear exports and promoted international safeguards to prevent the spread of nuclear weapons while supporting peaceful nuclear cooperation.
  • E. International Emergency Economic Powers Act
    The International Emergency Economic Powers Act is a U.S. federal law that grants the President broad authority to regulate international commerce and impose economic sanctions during declared national emergencies involving foreign threats.
  • 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_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.