Triple

T394213
Position Surface form Disambiguated ID Type / Status
Subject 99th United States Congress E8944 entity
Predicate enacted P6890 FINISHED
Object 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.
E50003 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: Firearm Owners Protection Act | Statement: [99th United States Congress, enacted, Firearm Owners Protection Act]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Firearm Owners Protection Act
Context triple: [99th United States Congress, enacted, Firearm Owners Protection Act]
  • A. Wheeler-Rayburn Act
    The Wheeler-Rayburn Act is a New Deal-era U.S. federal law that restructured and regulated electric utility holding companies to curb monopolistic practices and protect consumers and investors.
  • B. Militia Acts of the United States
    The Militia Acts of the United States are a series of federal laws enacted in the late 18th and early 19th centuries that organized, regulated, and empowered state militias and clarified the federal government’s authority over them.
  • C. Religious Freedom Restoration Act
    The Religious Freedom Restoration Act is a 1993 U.S. federal law that aims to protect individuals’ religious practices from substantial government burdens unless justified by a compelling governmental interest pursued through the least restrictive means.
  • D. Seizure of Arms Act 1819
    The Seizure of Arms Act 1819 was a British law that empowered authorities to search for and confiscate weapons in response to fears of civil unrest during the post-Napoleonic period.
  • E. Aldrich–Vreeland Act
    The Aldrich–Vreeland Act was a 1908 U.S. law that created emergency currency provisions and laid groundwork for banking reform in response to the Panic of 1907.
  • 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: Firearm Owners Protection Act
Triple: [99th United States Congress, enacted, Firearm Owners Protection Act]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Firearm Owners Protection Act
Target entity description: 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.
  • A. Wheeler-Rayburn Act
    The Wheeler-Rayburn Act is a New Deal-era U.S. federal law that restructured and regulated electric utility holding companies to curb monopolistic practices and protect consumers and investors.
  • B. Militia Acts of the United States
    The Militia Acts of the United States are a series of federal laws enacted in the late 18th and early 19th centuries that organized, regulated, and empowered state militias and clarified the federal government’s authority over them.
  • C. Religious Freedom Restoration Act
    The Religious Freedom Restoration Act is a 1993 U.S. federal law that aims to protect individuals’ religious practices from substantial government burdens unless justified by a compelling governmental interest pursued through the least restrictive means.
  • D. Seizure of Arms Act 1819
    The Seizure of Arms Act 1819 was a British law that empowered authorities to search for and confiscate weapons in response to fears of civil unrest during the post-Napoleonic period.
  • E. Aldrich–Vreeland Act
    The Aldrich–Vreeland Act was a 1908 U.S. law that created emergency currency provisions and laid groundwork for banking reform in response to the Panic of 1907.
  • 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_69a2e7f55c60819097aff65ea2ca2832 completed Feb. 28, 2026, 1:04 p.m.
NER Named-entity recognition batch_69a2ec77a8a08190b6f96373aa8c1346 completed Feb. 28, 2026, 1:24 p.m.
NED1 Entity disambiguation (via context triple) batch_69a405f93f448190aa20c8a356a24b89 completed March 1, 2026, 9:25 a.m.
NEDg Description generation batch_69a406b81e708190b7561fda29cf4b79 completed March 1, 2026, 9:28 a.m.
NED2 Entity disambiguation (via description) batch_69a4081238e881908f0c79ab2d7d774e completed March 1, 2026, 9:34 a.m.
Created at: Feb. 28, 2026, 1:08 p.m.