Triple
T1021766
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Food and Nutrition Service |
E22053
|
entity |
| Predicate | legalBasis |
P125
|
FINISHED |
| Object |
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.
|
E121756
|
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: Agriculture Improvement Act of 2018 | Statement: [Food and Nutrition Service, legalBasis, Agriculture Improvement Act of 2018]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Agriculture Improvement Act of 2018 Context triple: [Food and Nutrition Service, legalBasis, Agriculture Improvement Act of 2018]
-
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 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.
-
C.
Consolidated Appropriations Act, 2016
The Consolidated Appropriations Act, 2016 is a comprehensive U.S. federal spending law that funded government operations for fiscal year 2016 and bundled numerous policy provisions, including major cybersecurity and tax measures.
-
D.
Consolidated Appropriations Act, 2023
The Consolidated Appropriations Act, 2023 is a comprehensive U.S. federal omnibus spending law that funded the government for fiscal year 2023 and bundled numerous policy measures across defense, domestic programs, and regulatory reforms.
-
E.
Agricultural Act of 1949
The Agricultural Act of 1949 is a foundational U.S. farm bill that established permanent price support and commodity program authorities that still serve as the legislative baseline for modern agricultural policy.
- 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: Agriculture Improvement Act of 2018 Triple: [Food and Nutrition Service, legalBasis, Agriculture Improvement Act of 2018]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Agriculture Improvement Act of 2018 Target entity description: 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.
-
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 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.
-
C.
Consolidated Appropriations Act, 2016
The Consolidated Appropriations Act, 2016 is a comprehensive U.S. federal spending law that funded government operations for fiscal year 2016 and bundled numerous policy provisions, including major cybersecurity and tax measures.
-
D.
Consolidated Appropriations Act, 2023
The Consolidated Appropriations Act, 2023 is a comprehensive U.S. federal omnibus spending law that funded the government for fiscal year 2023 and bundled numerous policy measures across defense, domestic programs, and regulatory reforms.
-
E.
Agricultural Act of 1949
The Agricultural Act of 1949 is a foundational U.S. farm bill that established permanent price support and commodity program authorities that still serve as the legislative baseline for modern agricultural policy.
- 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_69a493d6e380819097b384986ffc315c |
completed | March 1, 2026, 7:30 p.m. |
| NER | Named-entity recognition | batch_69a4b7dead9c8190a0f8d4ef48e6c809 |
completed | March 1, 2026, 10:04 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ac3bb63f14819098f5e32af3b98508 |
completed | March 7, 2026, 2:52 p.m. |
| NEDg | Description generation | batch_69ac3de4fbb88190855cf92af51fe70b |
completed | March 7, 2026, 3:01 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ac3e45d9e88190bc88d037c00c3ecc |
completed | March 7, 2026, 3:03 p.m. |
Created at: March 1, 2026, 7:41 p.m.