Triple

T5324210
Position Surface form Disambiguated ID Type / Status
Subject The Emergency Food Assistance Program E121746 entity
Predicate foodSources P20746 FINISHED
Object USDA commodity purchases E182371 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: USDA commodity purchases | Statement: [The Emergency Food Assistance Program, foodSources, USDA commodity purchases]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: USDA commodity purchases
Context triple: [The Emergency Food Assistance Program, foodSources, USDA commodity purchases]
  • A. 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.
  • B. Commodity Credit Corporation
    The Commodity Credit Corporation is a U.S. government-owned entity within the Department of Agriculture that finances and supports farm income, price stability, and agricultural commodity programs.
  • C. Agricultural Marketing Service
    The Agricultural Marketing Service is a U.S. Department of Agriculture agency responsible for facilitating the efficient, fair marketing of agricultural products through grading, standards, market news, and related programs.
  • D. usda.gov
    usda.gov is the official website of the United States Department of Agriculture, providing information, services, data, and resources related to farming, food, nutrition, rural development, and agricultural policy.
  • E. Commodity Procurement Program chosen
    The Commodity Procurement Program is a U.S. Department of Agriculture initiative that purchases domestically produced foods to support American agriculture and supply nutrition assistance and school meal programs.
  • 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_69bd8579b3e88190a1d21d4b74169617 completed March 20, 2026, 5:35 p.m.
NED1 Entity disambiguation (via context triple) batch_69bf18a836988190b7baf3c24fea6f03 completed March 21, 2026, 10:16 p.m.
Created at: March 20, 2026, 1:59 p.m.