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.