Triple
T2774282
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | 109th United States Congress |
E61530
|
entity |
| Predicate | passedAct |
P6890
|
FINISHED |
| Object |
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.
|
E297384
|
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: Protection of Lawful Commerce in Arms Act | Statement: [109th United States Congress, passedAct, Protection of Lawful Commerce in Arms Act]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Protection of Lawful Commerce in Arms Act Context triple: [109th United States Congress, passedAct, Protection of Lawful Commerce in Arms Act]
-
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.
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.
-
C.
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.
-
D.
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.
-
E.
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.
- 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: Protection of Lawful Commerce in Arms Act Triple: [109th United States Congress, passedAct, Protection of Lawful Commerce in Arms Act]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Protection of Lawful Commerce in Arms Act Target entity description: 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.
-
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.
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.
-
C.
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.
-
D.
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.
-
E.
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.
- 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_69ab4b7cd13481909174bca9809ed259 |
completed | March 6, 2026, 9:47 p.m. |
| NER | Named-entity recognition | batch_69abdd7f9570819087f1b1cb59d68586 |
completed | March 7, 2026, 8:10 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69afc058c8a48190bbd151251678b4ee |
completed | March 10, 2026, 6:55 a.m. |
| NEDg | Description generation | batch_69afc15513f48190a22f83571be2e0bd |
completed | March 10, 2026, 6:59 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69afc1c9440c8190abf9dc063109af45 |
completed | March 10, 2026, 7:01 a.m. |
Created at: March 6, 2026, 9:57 p.m.