Triple

T9904354
Position Surface form Disambiguated ID Type / Status
Subject Dairy Program E182366 entity
Predicate subjectOf P38 FINISHED
Object USDA Agricultural Marketing Service publications 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 publications | Statement: [Dairy Program, subjectOf, USDA Agricultural Marketing Service publications]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: USDA Agricultural Marketing Service publications
Context triple: [Dairy Program, subjectOf, USDA Agricultural Marketing Service publications]
  • 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. 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.
  • C. 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.
  • D. USDA commodity foods
    USDA commodity foods are federally purchased agricultural products distributed to support nutrition assistance programs and food security among low-income and tribal communities.
  • E. National Agricultural Statistics Service
    The National Agricultural Statistics Service is a U.S. federal agency that collects, analyzes, and publishes data on agriculture to inform policy, industry decisions, and the public.
  • 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_69cdb4e4f92c81908e38509416f19c78 completed April 2, 2026, 12:14 a.m.
NED1 Entity disambiguation (via context triple) batch_69d1eb2c1d5c8190b6f1c43254487893 completed April 5, 2026, 4:55 a.m.
Created at: March 30, 2026, 8:40 p.m.