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.