Triple
T5770350
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Federal Agriculture Improvement and Reform Act of 1996 |
E127316
|
entity |
| Predicate | shortName |
P43
|
FINISHED |
| Object | 1996 Farm Bill |
E127316
|
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: 1996 Farm Bill | Statement: [Federal Agriculture Improvement and Reform Act of 1996, shortName, 1996 Farm Bill]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: 1996 Farm Bill Context triple: [Federal Agriculture Improvement and Reform Act of 1996, shortName, 1996 Farm Bill]
-
A.
Federal Agriculture Improvement and Reform Act of 1996
chosen
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.
-
B.
Food, Agriculture, Conservation, and Trade Act of 1990
The Food, Agriculture, Conservation, and Trade Act of 1990 is a comprehensive U.S. farm bill that reauthorized and revised federal agricultural, conservation, trade, and food assistance programs for the 1990s.
-
C.
Farm Security and Rural Investment Act of 2002
The Farm Security and Rural Investment Act of 2002 is a comprehensive U.S. farm bill that reauthorized and expanded federal agricultural, conservation, nutrition, and rural development programs.
-
D.
United States farm bill
The United States farm bill is a comprehensive, multi-year federal law that governs agricultural policy, nutrition assistance programs like SNAP, conservation efforts, and rural development across the country.
-
E.
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.
- 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_69c00834f6308190851b0abeddd8ed7e |
completed | March 22, 2026, 3:18 p.m. |
| NER | Named-entity recognition | batch_69c029aa877c8190bf6a944f18cca3b8 |
completed | March 22, 2026, 5:40 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c07e648aa881908411a00d48998ecc |
completed | March 22, 2026, 11:42 p.m. |
Created at: March 22, 2026, 3:50 p.m.