Triple

T5880847
Position Surface form Disambiguated ID Type / Status
Subject Marketing and Regulatory Programs Business Services E130744 entity
Predicate parentOrganization P254 FINISHED
Object Marketing and Regulatory Programs E552766 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: Marketing and Regulatory Programs | Statement: [Marketing and Regulatory Programs Business Services, parentOrganization, Marketing and Regulatory Programs]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Marketing and Regulatory Programs
Context triple: [Marketing and Regulatory Programs Business Services, parentOrganization, Marketing and Regulatory Programs]
  • A. Marketing and Regulatory Programs Business Services
    Marketing and Regulatory Programs Business Services is a support division within the U.S. Department of Agriculture that provides shared business, financial, and administrative services to marketing and regulatory agencies such as the Animal and Plant Health Inspection Service.
  • B. Transportation and Marketing Program
    The Transportation and Marketing Program is a division of the USDA’s Agricultural Marketing Service that works to improve the efficiency, accessibility, and infrastructure of agricultural transportation and marketing channels across the United States.
  • C. Office of the Under Secretary for Marketing and Regulatory Programs chosen
    The Office of the Under Secretary for Marketing and Regulatory Programs is a senior U.S. Department of Agriculture office that provides leadership and policy direction for federal programs overseeing agricultural marketing, animal and plant health, and related regulatory services.
  • D. Market Access Program
    The Market Access Program is a U.S. Department of Agriculture export promotion initiative that helps expand foreign markets for American agricultural products through cost-sharing with producers and trade organizations.
  • E. Production and Marketing Administration
    The Production and Marketing Administration was a United States Department of Agriculture agency responsible for overseeing farm production programs and the marketing and distribution of agricultural commodities in the mid-20th century.
  • 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_69c0085523688190bfd487479ce819e6 completed March 22, 2026, 3:18 p.m.
NER Named-entity recognition batch_69c03635a41c819086f9a5df242777f2 completed March 22, 2026, 6:34 p.m.
NED1 Entity disambiguation (via context triple) batch_69c0bff29200819080c7d9269ad80c53 completed March 23, 2026, 4:22 a.m.
Created at: March 22, 2026, 3:57 p.m.