Triple

T7339640
Position Surface form Disambiguated ID Type / Status
Subject Pandemic and All-Hazards Preparedness Act E169214 entity
Predicate amends P1121 FINISHED
Object Public Health Service Act E34657 NE FINISHED

Named-entity recognition

Before disambiguation, gpt-5-mini classified whether the object phrase is a named entity — the step behind the object's NE type shown above.

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 Health Service Act | Statement: [Pandemic and All-Hazards Preparedness Act, amends, Public Health Service Act]

Disambiguation candidates (1 decision)

The exact options the model was shown at each disambiguation step, with the option it chose highlighted — the evidence behind this triple's disambiguated ids.

NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Public Health Service Act
Context triple: [Pandemic and All-Hazards Preparedness Act, amends, Public Health Service Act]
  • A. Public Health Service Act chosen
    The Public Health Service Act is a key U.S. federal law that organizes and authorizes national public health programs, including disease control, health research, and emergency response activities.
  • B. Public Law 73-67
    Public Law 73-67 is the formal designation of the National Industrial Recovery Act of 1933, a New Deal statute aimed at stabilizing the U.S. economy during the Great Depression through industrial regulation and public works programs.
  • C. Snyder Act of 1924
    The Snyder Act of 1924 is a United States federal law that granted full U.S. citizenship to all Native Americans born within the territorial limits of the country.
  • D. Snyder Act of 1921
    The Snyder Act of 1921 is a U.S. federal law that authorized annual appropriations for health, education, and general welfare services for Native Americans, laying groundwork for later self-determination policies.
  • E. Servicemen’s Readjustment Act of 1944
    The Servicemen’s Readjustment Act of 1944, commonly known as the GI Bill, was landmark U.S. legislation that provided World War II veterans with benefits such as education funding, low-cost mortgages, and unemployment compensation, profoundly reshaping American society and the postwar economy.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.

Provenance (3 batches)

Stage Batch ID Job type Status
creating batch_69c68a57710481909f0c1f3c6ebdb6f2 elicitation completed
NER batch_69c6f0d702108190a00a3681ff6e67d4 ner completed
NED1 batch_69c802b032308190875b82c3ad169829 ned_source_triple completed
Created at: March 27, 2026, 3:04 p.m.