Triple

T9716355
Position Surface form Disambiguated ID Type / Status
Subject Hungerford massacre E235152 entity
Predicate legislativeConsequence P3136 FINISHED
Object Firearms (Amendment) Act 1988
The Firearms (Amendment) Act 1988 is a UK law that significantly tightened gun control, including banning most semi-automatic rifles, in response to the Hungerford massacre.
E815972 NE FINISHED

How this triple was built (5 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: Firearms (Amendment) Act 1988 | Statement: [Hungerford massacre, legislativeConsequence, Firearms (Amendment) Act 1988]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Firearms (Amendment) Act 1988
Context triple: [Hungerford massacre, legislativeConsequence, Firearms (Amendment) Act 1988]
  • 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. 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.
  • 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. 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. 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.
  • 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: Firearms (Amendment) Act 1988
Triple: [Hungerford massacre, legislativeConsequence, Firearms (Amendment) Act 1988]
Generated description
The Firearms (Amendment) Act 1988 is a UK law that significantly tightened gun control, including banning most semi-automatic rifles, in response to the Hungerford massacre.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Firearms (Amendment) Act 1988
Target entity description: The Firearms (Amendment) Act 1988 is a UK law that significantly tightened gun control, including banning most semi-automatic rifles, in response to the Hungerford massacre.
  • 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. 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.
  • 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. 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. 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.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: legislativeConsequence
Context triple: [Hungerford massacre, legislativeConsequence, Firearms (Amendment) Act 1988]
  • A. legislativeOutcome
    Indicates the result or final status of a legislative process, such as whether a proposed law or measure was passed, rejected, amended, or otherwise resolved.
  • B. legislatureAffected
    Indicates that an action, event, or measure has an impact on a legislative body or its functioning.
  • C. legislativeImpact
    Indicates the effect that a law or legislative action has on a policy, entity, or outcome.
  • D. relatedLegislation chosen
    Indicates that there exists a legislative document that is connected to, affects, or is otherwise relevant to the subject entity.
  • E. significantLegislation
    Indicates that a piece of legislation has substantial importance or impact within a legal, political, or social context.
  • F. None of above.

Provenance (6 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_69ca84cd8fa0819090a5e243ceb37003 completed March 30, 2026, 2:12 p.m.
NER Named-entity recognition batch_69cd9e0bb82081908e21a646f4de1a61 completed April 1, 2026, 10:36 p.m.
NED1 Entity disambiguation (via context triple) batch_69d19f941b908190a3e27f4b6c1b3535 completed April 4, 2026, 11:32 p.m.
NEDg Description generation batch_69d1a00eafc08190a2be7684fd7e9320 completed April 4, 2026, 11:34 p.m.
NED2 Entity disambiguation (via description) batch_69d1a072e08c8190a3beaf1219fa850f completed April 4, 2026, 11:36 p.m.
PD Predicate disambiguation batch_69cd03bfeca08190924fca43aaa9c10f completed April 1, 2026, 11:38 a.m.
Created at: March 30, 2026, 8:20 p.m.