Triple
T2478444
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Federal Firearms Licensees |
E55145
|
entity |
| Predicate | alsoKnownAs |
P39
|
FINISHED |
| Object | FFLs |
E55145
|
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: FFLs | Statement: [Federal Firearms Licensees, alsoKnownAs, FFLs]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: FFLs Context triple: [Federal Firearms Licensees, alsoKnownAs, FFLs]
-
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.
Federal Firearms Licensees
chosen
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.
-
C.
FLETC
FLETC is a U.S. federal agency that provides centralized training for a wide range of federal, state, local, and international law enforcement personnel.
-
D.
ATF
ATF is a United States federal law enforcement agency responsible for regulating and investigating crimes involving alcohol, tobacco, firearms, explosives, and arson.
-
E.
Front Sight Firearms Training Institute
Front Sight Firearms Training Institute is a large private firearms training facility near Pahrump, Nevada, offering extensive handgun, rifle, and tactical shooting courses to civilians and professionals.
- 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.