Triple
T2478419
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | ATF |
E55144
|
entity |
| Predicate | oversees |
P46
|
FINISHED |
| Object | National Firearms Act regulations |
E55146
|
NE FINISHED |
How this triple was built (2 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: National Firearms Act regulations | Statement: [ATF, oversees, National Firearms Act regulations]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: National Firearms Act regulations Context triple: [ATF, oversees, National Firearms Act regulations]
-
A.
National Firearms Act
chosen
The National Firearms Act is a U.S. federal law that tightly regulates certain categories of weapons—such as machine guns, short-barreled rifles and shotguns, and silencers—through registration, taxation, and transfer controls.
-
B.
Gun Control Act of 1968
The Gun Control Act of 1968 is a landmark U.S. federal law that regulates the firearms industry and gun ownership, including licensing, sales restrictions, and prohibitions on possession by certain categories of individuals.
-
C.
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.
-
D.
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.
-
E.
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.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69ab49e279e88190ab10d7248aea9d11 |
completed | March 6, 2026, 9:40 p.m. |
| NER | Named-entity recognition | batch_69abd14ef7d081909159be158bc0ce45 |
completed | March 7, 2026, 7:18 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69af17aea398819092cb14b93abd0ff7 |
completed | March 9, 2026, 6:55 p.m. |
Created at: March 6, 2026, 9:45 p.m.