Triple

T21680973
Position Surface form Disambiguated ID Type / Status
Subject McIntire-Stennis Program E535105 entity
Predicate relatedTo P37 FINISHED
Object Hatch Act agricultural research programs — 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: Hatch Act agricultural research programs | Statement: [McIntire-Stennis Program, relatedTo, Hatch Act agricultural research programs]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Hatch Act agricultural research programs
Context triple: [McIntire-Stennis Program, relatedTo, Hatch Act agricultural research programs]
  • A. Hatch Act agricultural research programs chosen
    Hatch Act agricultural research programs are federally funded initiatives that support scientific research at land-grant universities to improve U.S. agriculture, food systems, and rural communities.
  • B. National Programs in Crop Production and Protection
    National Programs in Crop Production and Protection are coordinated U.S. Agricultural Research Service initiatives that develop and apply scientific advances to improve crop yields, resilience, and protection from pests, diseases, and environmental stresses.
  • C. United States farm bill
    The United States farm bill is a comprehensive, multi-year federal law that governs agricultural policy, nutrition assistance programs like SNAP, conservation efforts, and rural development across the country.
  • D. Agricultural Research Service Information Center
    The Agricultural Research Service Information Center is a specialized unit within the National Agricultural Library that provides access to research, data, and resources produced by the USDA’s Agricultural Research Service.
  • E. United States federal farm programs
    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.
  • 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_69e0c469b6ec8190aee4cadd1527db91 completed April 16, 2026, 11:13 a.m.
NER Named-entity recognition batch_69ef8a12adf08190b9b450eb26a1f33c completed April 27, 2026, 4:08 p.m.
Created at: April 16, 2026, 6:43 p.m.