Triple

T2155996
Position Surface form Disambiguated ID Type / Status
Subject Federal Reserve Reform Act of 1977 E47887 entity
Predicate relatedTo P37 FINISHED
Object Humphrey–Hawkins Full Employment and Balanced Growth Act E47400 NE FINISHED

How this triple was built (2 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: Humphrey–Hawkins Full Employment and Balanced Growth Act | Statement: [Federal Reserve Reform Act of 1977, relatedTo, Humphrey–Hawkins Full Employment and Balanced Growth Act]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Humphrey–Hawkins Full Employment and Balanced Growth Act
Context triple: [Federal Reserve Reform Act of 1977, relatedTo, Humphrey–Hawkins Full Employment and Balanced Growth Act]
  • A. Full Employment and Balanced Growth Act of 1978 chosen
    The Full Employment and Balanced Growth Act of 1978, also known as the Humphrey–Hawkins Act, is a U.S. law that set national goals for full employment, price stability, and economic growth while formalizing the Federal Reserve’s responsibility for monetary policy reporting and objectives.
  • B. Employment Act of 1946
    The Employment Act of 1946 is a landmark U.S. federal law that established the government's responsibility to promote maximum employment, production, and purchasing power, laying the foundation for modern macroeconomic policy and creating the Council of Economic Advisers.
  • C. Economic Opportunity Act of 1964
    The Economic Opportunity Act of 1964 was a landmark U.S. federal law that launched key anti-poverty programs such as Job Corps, Head Start, and community action agencies as part of President Lyndon B. Johnson’s War on Poverty.
  • D. Manpower Development and Training Act of 1962
    The Manpower Development and Training Act of 1962 was a U.S. federal law that created programs to retrain and upgrade the skills of unemployed and underemployed workers in response to technological change and job displacement.
  • E. Reconstruction Finance Corporation Act
    The Reconstruction Finance Corporation Act was a 1932 U.S. law that created a federal agency to provide emergency financial support to banks, railroads, and other key institutions during the Great Depression.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.

Provenance (3 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_69a88a1d1fd8819088b34990d69a712f completed March 4, 2026, 7:38 p.m.
NER Named-entity recognition batch_69abbe669c188190bb4c1c391ca848b0 completed March 7, 2026, 5:57 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae58e53fe481908fa4035ee98bd6ca completed March 9, 2026, 5:21 a.m.
Created at: March 4, 2026, 7:44 p.m.