Triple

T2348988
Position Surface form Disambiguated ID Type / Status
Subject Full Employment and Balanced Growth Act of 1978 E47400 entity
Predicate alsoKnownAs P39 FINISHED
Object 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.
E259060 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: Humphrey–Hawkins Act | Statement: [Full Employment and Balanced Growth Act of 1978, alsoKnownAs, Humphrey–Hawkins Act]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Humphrey–Hawkins Act
Context triple: [Full Employment and Balanced Growth Act of 1978, alsoKnownAs, Humphrey–Hawkins Act]
  • A. Aldrich–Vreeland Act
    The Aldrich–Vreeland Act was a 1908 U.S. law that created emergency currency provisions and laid groundwork for banking reform in response to the Panic of 1907.
  • B. Wheeler-Rayburn Act
    The Wheeler-Rayburn Act is a New Deal-era U.S. federal law that restructured and regulated electric utility holding companies to curb monopolistic practices and protect consumers and investors.
  • C. Taft–Hartley Act
    The Taft–Hartley Act is a 1947 U.S. federal labor law that significantly restricted the powers of labor unions and amended the original National Labor Relations Act.
  • D. Wagner–Steagall Act
    The Wagner–Steagall Act was a landmark 1937 U.S. federal law that created a permanent public housing program aimed at providing decent, affordable housing for low-income families.
  • E. Smith-Connally Act
    The Smith-Connally Act was a 1943 U.S. wartime law that gave the federal government authority to seize and operate industries threatened by labor strikes in order to maintain wartime production.
  • 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: Humphrey–Hawkins Act
Triple: [Full Employment and Balanced Growth Act of 1978, alsoKnownAs, Humphrey–Hawkins Act]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Humphrey–Hawkins Act
Target entity description: 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.
  • A. Aldrich–Vreeland Act
    The Aldrich–Vreeland Act was a 1908 U.S. law that created emergency currency provisions and laid groundwork for banking reform in response to the Panic of 1907.
  • B. Wheeler-Rayburn Act
    The Wheeler-Rayburn Act is a New Deal-era U.S. federal law that restructured and regulated electric utility holding companies to curb monopolistic practices and protect consumers and investors.
  • C. Taft–Hartley Act
    The Taft–Hartley Act is a 1947 U.S. federal labor law that significantly restricted the powers of labor unions and amended the original National Labor Relations Act.
  • D. Wagner–Steagall Act
    The Wagner–Steagall Act was a landmark 1937 U.S. federal law that created a permanent public housing program aimed at providing decent, affordable housing for low-income families.
  • E. Smith-Connally Act
    The Smith-Connally Act was a 1943 U.S. wartime law that gave the federal government authority to seize and operate industries threatened by labor strikes in order to maintain wartime production.
  • 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_69a88a1b678c8190bce986922ba60ce0 completed March 4, 2026, 7:38 p.m.
NER Named-entity recognition batch_69abc6cc90d08190824a90e190d1b017 completed March 7, 2026, 6:33 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae962cb7988190bb2bb23191acf6ae completed March 9, 2026, 9:43 a.m.
NEDg Description generation batch_69ae9a035b70819096f2d556fb14313b completed March 9, 2026, 9:59 a.m.
NED2 Entity disambiguation (via description) batch_69ae9af22c688190b1c8bb169f5658ca completed March 9, 2026, 10:03 a.m.
Created at: March 4, 2026, 7:54 p.m.