Triple

T10964516
Position Surface form Disambiguated ID Type / Status
Subject Humphrey–Hawkins Act E259060 entity
Predicate relatedTo P37 FINISHED
Object Employment Act of 1946 E12307 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: Employment Act of 1946 | Statement: [Humphrey–Hawkins Act, relatedTo, Employment Act of 1946]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Employment Act of 1946
Context triple: [Humphrey–Hawkins Act, relatedTo, Employment Act of 1946]
  • A. Employment Act of 1946 chosen
    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.
  • B. Fair Labor Standards Amendments of 1949
    The Fair Labor Standards Amendments of 1949 were U.S. federal labor law revisions that expanded and strengthened minimum wage, overtime, and child labor protections originally established by the Fair Labor Standards Act of 1938.
  • C. Humphrey–Hawkins Act
    The Humphrey–Hawkins Act is a 1978 U.S. federal law that set explicit national goals for full employment, price stability, and economic growth, and established regular reporting requirements for the Federal Reserve and the President on economic policy.
  • D. 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.
  • E. 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.
  • 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_69d6aa88500c819097d7032ca578e74f completed April 8, 2026, 7:20 p.m.
NER Named-entity recognition batch_69d77148c4588190ad0f2b54ee4bab98 completed April 9, 2026, 9:28 a.m.
NED1 Entity disambiguation (via context triple) batch_69e2d77277108190979f1b1edeac8964 completed April 18, 2026, 12:59 a.m.
Created at: April 8, 2026, 9:23 p.m.