Triple

T9904560
Position Surface form Disambiguated ID Type / Status
Subject Commodity Procurement Program E182371 entity
Predicate relatedTo P37 FINISHED
Object USDA Agricultural Marketing Service Commodity Procurement Division E35020 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 Agricultural Marketing Service Commodity Procurement Division | Statement: [Commodity Procurement Program, relatedTo, USDA Agricultural Marketing Service Commodity Procurement Division]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: USDA Agricultural Marketing Service Commodity Procurement Division
Context triple: [Commodity Procurement Program, relatedTo, USDA Agricultural Marketing Service Commodity Procurement Division]
  • A. Agricultural Marketing Service chosen
    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.
  • B. United States Department of Agriculture
    The United States Department of Agriculture is a federal executive department responsible for developing and executing national policies on farming, forestry, rural economic development, and food safety.
  • C. 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.
  • D. Office of Inspector General of USDA
    The Office of Inspector General of USDA is an independent oversight body within the U.S. Department of Agriculture that conducts audits, investigations, and evaluations to prevent fraud, waste, and abuse and to ensure integrity in the department’s programs and operations.
  • E. Federal Farm Board
    The Federal Farm Board was a U.S. government agency created in 1929 to stabilize agricultural prices and support farmers through cooperative marketing and price-support operations during the early years of the Great Depression.
  • 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_69ca82876f8081909cf75df0f99bb13f completed March 30, 2026, 2:02 p.m.
NER Named-entity recognition batch_69cdb4e641e881909dfba78fcb96c433 completed April 2, 2026, 12:14 a.m.
NED1 Entity disambiguation (via context triple) batch_69d2e531dfa48190b57fcd2444de1ab7 completed April 5, 2026, 10:41 p.m.
Created at: March 30, 2026, 8:40 p.m.