Triple
T21732830
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Supplemental Revenue Assistance Payments Program |
E536449
|
entity |
| Predicate | relatedTo |
P37
|
FINISHED |
| Object | Livestock Forage Disaster Program |
—
|
NE NERFINISHED |
How this triple was built (3 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: Livestock Forage Disaster Program | Statement: [Supplemental Revenue Assistance Payments Program, relatedTo, Livestock Forage Disaster Program]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Livestock Forage Disaster Program Context triple: [Supplemental Revenue Assistance Payments Program, relatedTo, Livestock Forage Disaster Program]
-
A.
Biomass Crop Assistance Program
The Biomass Crop Assistance Program is a U.S. federal initiative that supports the production and use of biomass for renewable energy by providing financial assistance to growers and biomass conversion facilities.
-
B.
Conservation Reserve Program
The Conservation Reserve Program is a U.S. federal land conservation initiative that pays farmers and landowners to remove environmentally sensitive land from agricultural production and restore it with conservation practices.
-
C.
Grassland Reserve Program
The Grassland Reserve Program was a U.S. Department of Agriculture conservation initiative that provided financial incentives to landowners to protect, restore, and enhance grasslands and related ecosystems on their property.
-
D.
Conservation Stewardship Program
The Conservation Stewardship Program is a U.S. Department of Agriculture initiative that provides financial and technical assistance to farmers and landowners to enhance and maintain conservation practices on working agricultural and forest lands.
-
E.
Farmland Protection Program
The Farmland Protection Program is a U.S. federal initiative that provides funding and support to help preserve agricultural land by preventing its conversion to non-farm uses.
- 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: Livestock Forage Disaster Program Target entity description: The Livestock Forage Disaster Program is a U.S. federal assistance program that provides financial relief to eligible livestock producers who suffer grazing losses due to drought or wildfire.
-
A.
Biomass Crop Assistance Program
The Biomass Crop Assistance Program is a U.S. federal initiative that supports the production and use of biomass for renewable energy by providing financial assistance to growers and biomass conversion facilities.
-
B.
Conservation Reserve Program
The Conservation Reserve Program is a U.S. federal land conservation initiative that pays farmers and landowners to remove environmentally sensitive land from agricultural production and restore it with conservation practices.
-
C.
Grassland Reserve Program
The Grassland Reserve Program was a U.S. Department of Agriculture conservation initiative that provided financial incentives to landowners to protect, restore, and enhance grasslands and related ecosystems on their property.
-
D.
Conservation Stewardship Program
The Conservation Stewardship Program is a U.S. Department of Agriculture initiative that provides financial and technical assistance to farmers and landowners to enhance and maintain conservation practices on working agricultural and forest lands.
-
E.
Farmland Protection Program
The Farmland Protection Program is a U.S. federal initiative that provides funding and support to help preserve agricultural land by preventing its conversion to non-farm uses.
- F. None of above. chosen
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.