Triple

T7477343
Position Surface form Disambiguated ID Type / Status
Subject Uruguay Round Agreements Act E176663 entity
Predicate publicLawNumber P1117 FINISHED
Object Public Law 103-465
Public Law 103-465 is the U.S. federal statute that implemented the Uruguay Round trade agreements, including the establishment of the World Trade Organization and related changes to U.S. trade law.
E667740 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 103-465 | Statement: [Uruguay Round Agreements Act, publicLawNumber, Public Law 103-465]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Public Law 103-465
Context triple: [Uruguay Round Agreements Act, publicLawNumber, Public Law 103-465]
  • A. Public Law 108-446
    Public Law 108-446 is the 2004 reauthorization of the Individuals with Disabilities Education Act, a major U.S. federal law governing special education services for children with disabilities.
  • B. Public Law 103-433
    Public Law 103-433 is the federal statute enacted in 1994 that significantly expanded protections for the California desert by creating new national parks, preserves, and wilderness areas.
  • C. 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.
  • D. Public Law 103-328
    Public Law 103-328 is a 1994 United States federal statute that significantly deregulated interstate banking by allowing bank holding companies and banks to expand and operate across state lines.
  • E. Public Law 105-261
    Public Law 105-261 is a U.S. defense authorization statute that, among many provisions, directed the development and implementation of alternative technologies for the destruction of the nation’s stockpile of assembled chemical weapons.
  • 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 103-465
Triple: [Uruguay Round Agreements Act, publicLawNumber, Public Law 103-465]
Generated description
Public Law 103-465 is the U.S. federal statute that implemented the Uruguay Round trade agreements, including the establishment of the World Trade Organization and related changes to U.S. trade law.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Public Law 103-465
Target entity description: Public Law 103-465 is the U.S. federal statute that implemented the Uruguay Round trade agreements, including the establishment of the World Trade Organization and related changes to U.S. trade law.
  • A. Public Law 108-446
    Public Law 108-446 is the 2004 reauthorization of the Individuals with Disabilities Education Act, a major U.S. federal law governing special education services for children with disabilities.
  • B. Public Law 103-433
    Public Law 103-433 is the federal statute enacted in 1994 that significantly expanded protections for the California desert by creating new national parks, preserves, and wilderness areas.
  • C. 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.
  • D. Public Law 103-328
    Public Law 103-328 is a 1994 United States federal statute that significantly deregulated interstate banking by allowing bank holding companies and banks to expand and operate across state lines.
  • E. Public Law 105-261
    Public Law 105-261 is a U.S. defense authorization statute that, among many provisions, directed the development and implementation of alternative technologies for the destruction of the nation’s stockpile of assembled chemical weapons.
  • 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_69c69f236ce08190a04d7679f03b29b2 completed March 27, 2026, 3:15 p.m.
NER Named-entity recognition batch_69c6f4f0088c8190880770ac31e5b7a7 completed March 27, 2026, 9:21 p.m.
NED1 Entity disambiguation (via context triple) batch_69c83c655fcc8190a23d8dd69a70431c completed March 28, 2026, 8:39 p.m.
NEDg Description generation batch_69c83d047acc8190bd635a6705e1d2ee completed March 28, 2026, 8:41 p.m.
NED2 Entity disambiguation (via description) batch_69c83d8065f88190ae9340b70388fbe2 completed March 28, 2026, 8:43 p.m.
Created at: March 27, 2026, 3:41 p.m.