Triple
T440031
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Bureau of Alcohol, Tobacco, Firearms and Explosives |
E10093
|
entity |
| Predicate | oversees |
P46
|
FINISHED |
| Object |
Federal Firearms Licensees
Federal Firearms Licensees are individuals or businesses authorized under U.S. federal law to engage in the commercial manufacture, importation, and sale of firearms and ammunition.
|
E55145
|
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: Federal Firearms Licensees | Statement: [Bureau of Alcohol, Tobacco, Firearms and Explosives, oversees, Federal Firearms Licensees]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Federal Firearms Licensees Context triple: [Bureau of Alcohol, Tobacco, Firearms and Explosives, oversees, Federal Firearms Licensees]
-
A.
FFL
FFL refers to the Free French Forces, the World War II military units that continued fighting against the Axis powers after France’s 1940 defeat under the leadership of Charles de Gaulle.
-
B.
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.
-
C.
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.
-
D.
NRA
The NRA was a New Deal U.S. government agency created during the Great Depression to regulate industry, set fair wages and prices, and stimulate economic recovery.
-
E.
NRA
The NRA, in this context, refers to the National Revolutionary Army, which was the military arm of China’s Kuomintang government and the main Chinese force fighting in the Second Sino-Japanese War and Chinese Civil War.
- 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: Federal Firearms Licensees Triple: [Bureau of Alcohol, Tobacco, Firearms and Explosives, oversees, Federal Firearms Licensees]
Generated description
Federal Firearms Licensees are individuals or businesses authorized under U.S. federal law to engage in the commercial manufacture, importation, and sale of firearms and ammunition.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Federal Firearms Licensees Target entity description: Federal Firearms Licensees are individuals or businesses authorized under U.S. federal law to engage in the commercial manufacture, importation, and sale of firearms and ammunition.
-
A.
FFL
FFL refers to the Free French Forces, the World War II military units that continued fighting against the Axis powers after France’s 1940 defeat under the leadership of Charles de Gaulle.
-
B.
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.
-
C.
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.
-
D.
NRA
The NRA was a New Deal U.S. government agency created during the Great Depression to regulate industry, set fair wages and prices, and stimulate economic recovery.
-
E.
NRA
The NRA, in this context, refers to the National Revolutionary Army, which was the military arm of China’s Kuomintang government and the main Chinese force fighting in the Second Sino-Japanese War and Chinese Civil War.
- 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.