Federal Agriculture Improvement and Reform Act of 1996
E127316
The Federal Agriculture Improvement and Reform Act of 1996 is a major U.S. farm bill that overhauled agricultural policy by phasing out traditional price supports and introducing more market-oriented, decoupled income support payments to farmers.
All labels observed (2)
| Label | Occurrences |
|---|---|
| Federal Agriculture Improvement and Reform Act of 1996 canonical | 6 |
| 1996 Farm Bill | 1 |
How this entity was disambiguated
This entity first appeared as the object of triple T1076066 — resolving that mention is where its identity was fixed. The disambiguator weighed these candidate entities and picked the highlighted one (or “None”, minting a new entity). This is how homonymy is resolved: the same surface form can point to different entities.
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Federal Agriculture Improvement and Reform Act of 1996 Context triple: [United States federal farm programs, legalBasis, Federal Agriculture Improvement and Reform Act of 1996]
-
A.
Food and Agriculture Act of 1977
The Food and Agriculture Act of 1977 is a major U.S. farm bill that reformed federal agricultural policy, including commodity price supports, food assistance programs, and rural development initiatives.
-
B.
Food Security Act of 1985
The Food Security Act of 1985 is a major U.S. farm bill that overhauled agricultural commodity, conservation, and food assistance policies to stabilize farm incomes while promoting environmental stewardship.
-
C.
Food and Agriculture Act of 1962
The Food and Agriculture Act of 1962 was a U.S. federal law that revised and extended agricultural price support and farm subsidy programs as part of mid-20th-century farm policy.
-
D.
Agriculture Improvement Act of 2018
The Agriculture Improvement Act of 2018 is a comprehensive U.S. farm bill that reauthorized and updated federal agriculture, conservation, and nutrition assistance programs, including SNAP, for several years.
-
E.
Agricultural Act of 2014
The Agricultural Act of 2014 is a comprehensive U.S. farm bill that reformed agricultural subsidies, conservation programs, and nutrition assistance policies for several years.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Federal Agriculture Improvement and Reform Act of 1996 Target entity description: The Federal Agriculture Improvement and Reform Act of 1996 is a major U.S. farm bill that overhauled agricultural policy by phasing out traditional price supports and introducing more market-oriented, decoupled income support payments to farmers.
-
A.
Food and Agriculture Act of 1977
The Food and Agriculture Act of 1977 is a major U.S. farm bill that reformed federal agricultural policy, including commodity price supports, food assistance programs, and rural development initiatives.
-
B.
Food Security Act of 1985
The Food Security Act of 1985 is a major U.S. farm bill that overhauled agricultural commodity, conservation, and food assistance policies to stabilize farm incomes while promoting environmental stewardship.
-
C.
Food and Agriculture Act of 1962
The Food and Agriculture Act of 1962 was a U.S. federal law that revised and extended agricultural price support and farm subsidy programs as part of mid-20th-century farm policy.
-
D.
Agriculture Improvement Act of 2018
The Agriculture Improvement Act of 2018 is a comprehensive U.S. farm bill that reauthorized and updated federal agriculture, conservation, and nutrition assistance programs, including SNAP, for several years.
-
E.
Agricultural Act of 2014
The Agricultural Act of 2014 is a comprehensive U.S. farm bill that reformed agricultural subsidies, conservation programs, and nutrition assistance policies for several years.
- F. None of above. chosen
Statements (48)
| Predicate | Object |
|---|---|
| instanceOf |
United States federal statute
ⓘ
agricultural policy legislation ⓘ farm bill ⓘ |
| appliesTo |
U.S. farmers
ⓘ
agricultural commodity producers ⓘ conservation program participants ⓘ |
| containsProgram |
Conservation Reserve Program
ⓘ
Environmental Quality Incentives Program ⓘ commodity loan programs ⓘ export credit and promotion programs ⓘ nutrition assistance provisions ⓘ production flexibility contracts ⓘ |
| country |
United States of America
ⓘ
surface form:
United States
|
| enactedBy | 104th United States Congress ⓘ |
| focusesOn |
agricultural policy reform
ⓘ
commodity programs ⓘ conservation programs ⓘ farm income support ⓘ nutrition assistance programs ⓘ trade and export programs ⓘ |
| followedBy | Farm Security and Rural Investment Act of 2002 ⓘ |
| goal |
increase market orientation of U.S. farm policy
ⓘ
provide income support decoupled from current production and prices ⓘ reduce government budget exposure to farm price fluctuations ⓘ |
| introducedIn |
United States House of Representatives
ⓘ
United States Senate ⓘ |
| jurisdiction |
United States government
ⓘ
surface form:
federal government of the United States
|
| legislativeChamber | United States Congress ⓘ |
| policyChange |
creation of production flexibility contract payments
ⓘ
elimination of target prices for many commodities ⓘ greater planting flexibility for farmers ⓘ introduction of decoupled income support payments ⓘ phase-out of deficiency payments ⓘ reduction of federal involvement in production decisions ⓘ shift from traditional price supports to market-oriented policies ⓘ |
| publicLawNumber | Public Law 104-127 ⓘ |
| regulates |
agricultural conservation incentives
ⓘ
agricultural export promotion ⓘ certain nutrition and food assistance programs ⓘ commodity price and income support ⓘ |
| replaced | Food, Agriculture, Conservation, and Trade Act of 1990 ⓘ |
| sector | agriculture ⓘ |
| shortName |
Federal Agriculture Improvement and Reform Act of 1996
self-linksurface differs
ⓘ
surface form:
1996 Farm Bill
FAIR Act of 1996 ⓘ |
| signedBy | Bill Clinton ⓘ |
| signingDate | 1996-04-04 ⓘ |
| timeScope | 1996–2002 farm bill period ⓘ |
| title | Federal Agriculture Improvement and Reform Act of 1996 self-link ⓘ |
How these facts were elicited
The pipeline generated the facts above by prompting gpt-5.1 with this entity's name + description and the instruction below.
Instruction
You are a knowledge base construction expert. Given a subject entity and a description of it, return factual statements that you know for the subject as a JSON list of dictionaries(triples), where keys must be "subject", "predicate" and "object". The number of facts may be very high, between 25 to 50 or more, for very popular subjects. For less popular subjects, the number of facts can be very low, like 5 or 10. # Requirements - If you don't know the subject at all, return an empty list. - If the subject is not a named entity, return an empty list. - Include at least one triple where predicate is "instanceOf". - Do not get too wordy. - Separate several objects into multiple triples with one object.
Input
Subject: Federal Agriculture Improvement and Reform Act of 1996 Description of subject: The Federal Agriculture Improvement and Reform Act of 1996 is a major U.S. farm bill that overhauled agricultural policy by phasing out traditional price supports and introducing more market-oriented, decoupled income support payments to farmers.
Referenced by (7)
Full triples — surface form annotated when it differs from this entity's canonical label.
United States federal farm programs
→
legalBasis
→
Federal Agriculture Improvement and Reform Act of 1996
ⓘ
Environmental Quality Incentives Program
→
createdBy
→
Federal Agriculture Improvement and Reform Act of 1996
ⓘ
Federal Agriculture Improvement and Reform Act of 1996
→
shortName
→
Federal Agriculture Improvement and Reform Act of 1996
self-linksurface differs
ⓘ
this entity surface form:
1996 Farm Bill
Federal Agriculture Improvement and Reform Act of 1996
→
title
→
Federal Agriculture Improvement and Reform Act of 1996
self-link
ⓘ
United States farm bill
→
enactedAsSeries
→
Federal Agriculture Improvement and Reform Act of 1996
ⓘ