Triple

T10625322
Position Surface form Disambiguated ID Type / Status
Subject Firearm Owners Protection Act E250306 entity
Predicate affects P9 FINISHED
Object Federal Firearms Licensees 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: Federal Firearms Licensees | Statement: [Firearm Owners Protection Act, affects, Federal Firearms Licensees]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Federal Firearms Licensees
Context triple: [Firearm Owners Protection Act, affects, Federal Firearms Licensees]
  • A. 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.
  • B. National Firearms Licensing Management System
    The National Firearms Licensing Management System is a centralized UK database used by law enforcement to manage and track civilian firearms licensing information.
  • C. 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.
  • D. National Firearms Act
    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.
  • E. Protection of Lawful Commerce in Arms Act
    The Protection of Lawful Commerce in Arms Act is a U.S. federal law that shields firearms manufacturers and dealers from most civil liability lawsuits arising from the criminal misuse of their products by others.
  • 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_69d6aa5993448190a493b790b8f85010 completed April 8, 2026, 7:19 p.m.
NER Named-entity recognition batch_69d6df80a30c81909f36fe221cf68822 completed April 8, 2026, 11:06 p.m.
NED1 Entity disambiguation (via context triple) batch_69d96b9a27f881908e451bfa6c118af4 completed April 10, 2026, 9:28 p.m.
Created at: April 8, 2026, 8:54 p.m.