Triple

T9904426
Position Surface form Disambiguated ID Type / Status
Subject Specialty Crops Program E182368 entity
Predicate administers P123 FINISHED
Object USDA Market News for specialty crops 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 Market News for specialty crops | Statement: [Specialty Crops Program, administers, USDA Market News for specialty crops]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: USDA Market News for specialty crops
Context triple: [Specialty Crops Program, administers, USDA Market News for specialty crops]
  • 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. Specialty Crops Program
    The Specialty Crops Program is a division of the USDA that supports the marketing, competitiveness, and economic viability of fruits, vegetables, tree nuts, and other non-commodity crops through grants, research, and industry services.
  • C. Bulletin of agricultural statistics
    Bulletin of agricultural statistics was a periodical publication providing statistical data and analysis on global agricultural production, trade, and related economic indicators.
  • D. United States Standards for Grades of Fruits and Vegetables
    United States Standards for Grades of Fruits and Vegetables are federally established quality and condition criteria that classify produce into standardized grades to support fair marketing and consistent product quality.
  • 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.