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 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.	`E1499428`	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: 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.

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: Livestock Forage Disaster Program
Triple: [Supplemental Revenue Assistance Payments Program, relatedTo, Livestock Forage Disaster Program]

Generated 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.

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 (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_69e0c46d3284819099a4f9d5a704eb95`	completed	April 16, 2026, 11:13 a.m.
NER	Named-entity recognition	`batch_69effd085eec81908b3df82bc25a8780`	completed	April 28, 2026, 12:19 a.m.
NED1	Entity disambiguation (via context triple)	`batch_6a0a2ed049448190bb1f869ce91b35db`	completed	May 17, 2026, 9:10 p.m.
NEDg	Description generation	`batch_6a0a2ffaaa708190b43531cbc6448b00`	completed	May 17, 2026, 9:15 p.m.
NED2	Entity disambiguation (via description)	`batch_6a0a307b81288190a8254e32b36ed3f1`	completed	May 17, 2026, 9:17 p.m.

Created at: April 16, 2026, 6:48 p.m.