Triple

T2259397
Position Surface form Disambiguated ID Type / Status
Subject Tax Reform Act of 1986 E50001 entity
Predicate publicLawNumber P1117 FINISHED
Object Public Law 99-514
Public Law 99-514 is the formal designation of the Tax Reform Act of 1986, a landmark U.S. federal law that significantly overhauled the federal income tax system by broadening the tax base and lowering tax rates.
E254737 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 99-514 | Statement: [Tax Reform Act of 1986, publicLawNumber, Public Law 99-514]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Public Law 99-514
Context triple: [Tax Reform Act of 1986, publicLawNumber, Public Law 99-514]
  • A. Public Law 99-410
    Public Law 99-410 is the U.S. federal statute that established the Uniformed and Overseas Citizens Absentee Voting Act, guaranteeing absentee voting rights in federal elections for military personnel and citizens living abroad.
  • B. Public Law 96-515
    Public Law 96-515 is a 1980 U.S. federal statute that significantly revised and strengthened the National Historic Preservation Act to enhance the protection and management of the nation’s historic and archaeological resources.
  • C. Public Law 96-510
    Public Law 96-510 is the formal designation of the U.S. federal statute commonly known as the Comprehensive Environmental Response, Compensation, and Liability Act (CERCLA or Superfund), which governs the cleanup of hazardous waste sites and assigns liability for environmental contamination.
  • D. Public Law 99-499
    Public Law 99-499 is a U.S. federal statute enacted in 1986 that, among other provisions, established the Emergency Planning and Community Right-to-Know Act to improve community safety through hazardous chemical reporting and emergency planning requirements.
  • E. Public Law 99-272
    Public Law 99-272 is the formal designation of the Consolidated Omnibus Budget Reconciliation Act of 1985, a major U.S. federal law best known for establishing COBRA health insurance continuation coverage.
  • 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 99-514
Triple: [Tax Reform Act of 1986, publicLawNumber, Public Law 99-514]
Generated description
Public Law 99-514 is the formal designation of the Tax Reform Act of 1986, a landmark U.S. federal law that significantly overhauled the federal income tax system by broadening the tax base and lowering tax rates.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Public Law 99-514
Target entity description: Public Law 99-514 is the formal designation of the Tax Reform Act of 1986, a landmark U.S. federal law that significantly overhauled the federal income tax system by broadening the tax base and lowering tax rates.
  • A. Public Law 99-410
    Public Law 99-410 is the U.S. federal statute that established the Uniformed and Overseas Citizens Absentee Voting Act, guaranteeing absentee voting rights in federal elections for military personnel and citizens living abroad.
  • B. Public Law 96-515
    Public Law 96-515 is a 1980 U.S. federal statute that significantly revised and strengthened the National Historic Preservation Act to enhance the protection and management of the nation’s historic and archaeological resources.
  • C. Public Law 96-510
    Public Law 96-510 is the formal designation of the U.S. federal statute commonly known as the Comprehensive Environmental Response, Compensation, and Liability Act (CERCLA or Superfund), which governs the cleanup of hazardous waste sites and assigns liability for environmental contamination.
  • D. Public Law 99-499
    Public Law 99-499 is a U.S. federal statute enacted in 1986 that, among other provisions, established the Emergency Planning and Community Right-to-Know Act to improve community safety through hazardous chemical reporting and emergency planning requirements.
  • E. Public Law 99-272
    Public Law 99-272 is the formal designation of the Consolidated Omnibus Budget Reconciliation Act of 1985, a major U.S. federal law best known for establishing COBRA health insurance continuation coverage.
  • 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_69a88b01e0048190ba96431b5f990ba9 completed March 4, 2026, 7:41 p.m.
NER Named-entity recognition batch_69abc15ad06c8190b6d0babc17015787 completed March 7, 2026, 6:10 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae89477bb481908ce66fac62181f1f completed March 9, 2026, 8:48 a.m.
NEDg Description generation batch_69ae8a1abe708190806a2525377084c2 completed March 9, 2026, 8:51 a.m.
NED2 Entity disambiguation (via description) batch_69ae8a7726dc8190a18f7f1e1609253a completed March 9, 2026, 8:53 a.m.
Created at: March 4, 2026, 7:48 p.m.