Triple

T5324659
Position Surface form Disambiguated ID Type / Status
Subject Agriculture Improvement Act of 2018 E121756 entity
Predicate affectsProgram P13559 FINISHED
Object Beginning Farmer and Rancher programs E23841 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: Beginning Farmer and Rancher programs | Statement: [Agriculture Improvement Act of 2018, affectsProgram, Beginning Farmer and Rancher programs]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Beginning Farmer and Rancher programs
Context triple: [Agriculture Improvement Act of 2018, affectsProgram, Beginning Farmer and Rancher programs]
  • A. United States federal farm programs chosen
    United States federal farm programs are government initiatives that provide financial support, risk management, and regulatory frameworks to stabilize agricultural markets, support farm incomes, and ensure a reliable food supply.
  • B. Rural Area Formula Program
    The Rural Area Formula Program is a U.S. federal transit funding program that provides formula-based financial assistance to support public transportation services in rural and small communities.
  • C. Agricultural Conservation Easement Program
    The Agricultural Conservation Easement Program is a U.S. Department of Agriculture initiative that provides financial and technical assistance to help landowners conserve agricultural lands and wetlands through long-term or permanent easements.
  • D. Rural Education Achievement Program
    The Rural Education Achievement Program is a federal initiative that provides targeted financial and technical support to help small, rural school districts improve student achievement and educational opportunities.
  • E. Division of Agricultural Extension
    The Division of Agricultural Extension is a specialized unit of the Indian Agricultural Research Institute focused on research, education, and outreach to improve the dissemination and adoption of agricultural technologies among farmers and rural communities.
  • 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_69bd463d956c819088105c3db802c017 completed March 20, 2026, 1:06 p.m.
NER Named-entity recognition batch_69bd857b41e0819091a51286d0de214c completed March 20, 2026, 5:35 p.m.
NED1 Entity disambiguation (via context triple) batch_69bf18abdcc48190bca5c7fc354c2471 completed March 21, 2026, 10:16 p.m.
Created at: March 20, 2026, 1:59 p.m.