Triple

T7147578
Position Surface form Disambiguated ID Type / Status
Subject Violent Crime Control and Law Enforcement Act of 1994 E166606 entity
Predicate containsProvision P1393 FINISHED
Object Federal Assault Weapons Ban
The Federal Assault Weapons Ban was a U.S. law in effect from 1994 to 2004 that prohibited the manufacture for civilian use of certain semi-automatic firearms defined as assault weapons and large-capacity ammunition magazines.
E645614 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 Assault Weapons Ban | Statement: [Violent Crime Control and Law Enforcement Act of 1994, containsProvision, Federal Assault Weapons Ban]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Federal Assault Weapons Ban
Context triple: [Violent Crime Control and Law Enforcement Act of 1994, containsProvision, Federal Assault Weapons Ban]
  • 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. 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.
  • C. Brady Handgun Violence Prevention Act
    The Brady Handgun Violence Prevention Act is a U.S. federal law that established background checks and waiting periods for firearm purchases from licensed dealers to help prevent gun violence.
  • D. 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.
  • 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. 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 Assault Weapons Ban
Triple: [Violent Crime Control and Law Enforcement Act of 1994, containsProvision, Federal Assault Weapons Ban]
Generated description
The Federal Assault Weapons Ban was a U.S. law in effect from 1994 to 2004 that prohibited the manufacture for civilian use of certain semi-automatic firearms defined as assault weapons and large-capacity ammunition magazines.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Federal Assault Weapons Ban
Target entity description: The Federal Assault Weapons Ban was a U.S. law in effect from 1994 to 2004 that prohibited the manufacture for civilian use of certain semi-automatic firearms defined as assault weapons and large-capacity ammunition magazines.
  • 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. 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.
  • C. Brady Handgun Violence Prevention Act
    The Brady Handgun Violence Prevention Act is a U.S. federal law that established background checks and waiting periods for firearm purchases from licensed dealers to help prevent gun violence.
  • D. 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.
  • 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. 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_69c68886779c8190a8e3fbabffe68253 completed March 27, 2026, 1:39 p.m.
NER Named-entity recognition batch_69c6e7d4f3388190941f03fd80b0c223 completed March 27, 2026, 8:25 p.m.
NED1 Entity disambiguation (via context triple) batch_69c7ada513388190a02a3733bfedf0f7 completed March 28, 2026, 10:29 a.m.
NEDg Description generation batch_69c7ae830c74819091d6d65ac6fba32b completed March 28, 2026, 10:33 a.m.
NED2 Entity disambiguation (via description) batch_69c7af1133b08190a32dccf82015c19e completed March 28, 2026, 10:36 a.m.
Created at: March 27, 2026, 2:46 p.m.