Triple
T21732526
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Public Law 110-246 |
E536442
|
entity |
| Predicate | amends |
P1121
|
FINISHED |
| Object | Federal Agriculture Improvement and Reform Act of 1996 |
—
|
NE NERFINISHED |
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: Federal Agriculture Improvement and Reform Act of 1996 | Statement: [Public Law 110-246, amends, Federal Agriculture Improvement and Reform Act of 1996]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Federal Agriculture Improvement and Reform Act of 1996 Context triple: [Public Law 110-246, amends, Federal Agriculture Improvement and Reform Act of 1996]
-
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.
Agricultural Risk Protection Act of 2000
The Agricultural Risk Protection Act of 2000 is a U.S. federal law that significantly reformed and strengthened farm risk management by enhancing crop insurance coverage and support for agricultural producers.
-
E.
Agricultural Trade Act of 1978
The Agricultural Trade Act of 1978 is a U.S. federal law that established key programs and authorities to promote American agricultural exports and expand access to foreign markets.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (2 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_69e0c46d3284819099a4f9d5a704eb95 |
completed | April 16, 2026, 11:13 a.m. |
| NER | Named-entity recognition | batch_69effd085eec81908b3df82bc25a8780 |
completed | April 28, 2026, 12:19 a.m. |
Created at: April 16, 2026, 6:48 p.m.