Triple

T16599112
Position Surface form Disambiguated ID Type / Status
Subject Brady Handgun Violence Prevention Act E403285 entity
Predicate publicLawNumber P1117 FINISHED
Object Public Law 103-159
Public Law 103-159 is the formal designation of the Brady Handgun Violence Prevention Act, a U.S. federal law that established background checks and waiting periods for handgun purchases.
E1227727 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: Public Law 103-159 | Statement: [Brady Handgun Violence Prevention Act, publicLawNumber, Public Law 103-159]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Public Law 103-159
Context triple: [Brady Handgun Violence Prevention Act, publicLawNumber, Public Law 103-159]
  • A. Public Law 103-259
    Public Law 103-259 is a 1994 U.S. federal statute, known as the Freedom of Access to Clinic Entrances (FACE) Act, that criminalizes the use of force, threats, or obstruction to interfere with access to reproductive health services and places of worship.
  • B. Public Law 103-150
    Public Law 103-150 is a 1993 United States congressional joint resolution in which the federal government formally apologized for its role in the 1893 overthrow of the Kingdom of Hawaii and acknowledged the resulting injustices to Native Hawaiians.
  • C. Public Law 103-141
    Public Law 103-141 is the formal designation of the Religious Freedom Restoration Act of 1993, a U.S. federal law enacted to protect individuals’ free exercise of religion from substantial government burdens.
  • D. Public Law 103-66
    Public Law 103-66 is the formal designation for the Omnibus Budget Reconciliation Act of 1993, a major U.S. federal law that implemented significant deficit-reduction measures through tax increases and spending cuts.
  • E. Public Law 104-193
    Public Law 104-193 is the 1996 U.S. federal welfare reform law that overhauled Aid to Families with Dependent Children and created the Temporary Assistance for Needy Families (TANF) program, emphasizing work requirements and time-limited benefits.
  • 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: Public Law 103-159
Triple: [Brady Handgun Violence Prevention Act, publicLawNumber, Public Law 103-159]
Generated description
Public Law 103-159 is the formal designation of the Brady Handgun Violence Prevention Act, a U.S. federal law that established background checks and waiting periods for handgun purchases.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Public Law 103-159
Target entity description: Public Law 103-159 is the formal designation of the Brady Handgun Violence Prevention Act, a U.S. federal law that established background checks and waiting periods for handgun purchases.
  • A. Public Law 103-259
    Public Law 103-259 is a 1994 U.S. federal statute, known as the Freedom of Access to Clinic Entrances (FACE) Act, that criminalizes the use of force, threats, or obstruction to interfere with access to reproductive health services and places of worship.
  • B. Public Law 103-150
    Public Law 103-150 is a 1993 United States congressional joint resolution in which the federal government formally apologized for its role in the 1893 overthrow of the Kingdom of Hawaii and acknowledged the resulting injustices to Native Hawaiians.
  • C. Public Law 103-141
    Public Law 103-141 is the formal designation of the Religious Freedom Restoration Act of 1993, a U.S. federal law enacted to protect individuals’ free exercise of religion from substantial government burdens.
  • D. Public Law 103-66
    Public Law 103-66 is the formal designation for the Omnibus Budget Reconciliation Act of 1993, a major U.S. federal law that implemented significant deficit-reduction measures through tax increases and spending cuts.
  • E. Public Law 104-193
    Public Law 104-193 is the 1996 U.S. federal welfare reform law that overhauled Aid to Families with Dependent Children and created the Temporary Assistance for Needy Families (TANF) program, emphasizing work requirements and time-limited benefits.
  • 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_69d883880d0c81908b5fcd454e767b60 completed April 10, 2026, 4:58 a.m.
NER Named-entity recognition batch_69e35d74738c81909711654cf38af150 completed April 18, 2026, 10:31 a.m.
NED1 Entity disambiguation (via context triple) batch_6a008a275910819086b49ce741045ecf completed May 10, 2026, 1:37 p.m.
NEDg Description generation batch_6a008abfcb4481908efb8a1cb3c0086e completed May 10, 2026, 1:40 p.m.
NED2 Entity disambiguation (via description) batch_6a008b55b28c8190bb2d63c7fe0db2cc completed May 10, 2026, 1:42 p.m.
Created at: April 10, 2026, 5:16 a.m.