Triple

T4186521
Position Surface form Disambiguated ID Type / Status
Subject Commodity Credit Corporation E88323 entity
Predicate hasProgram P178 FINISHED
Object 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.
E419202 NE FINISHED

How this triple was built (4 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: Market Access Program | Statement: [Commodity Credit Corporation, hasProgram, Market Access Program]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Market Access Program
Context triple: [Commodity Credit Corporation, hasProgram, Market Access Program]
  • A. 340B Drug Pricing Program
    The 340B Drug Pricing Program is a U.S. federal initiative that requires drug manufacturers to provide outpatient medications to eligible healthcare organizations at significantly reduced prices to support care for underserved patients.
  • B. Patient Care Program
    The Patient Care Program is a philanthropic initiative of the Gordon and Betty Moore Foundation focused on improving the safety, quality, and experience of healthcare for patients and their families.
  • C. Gateway Program
    The Gateway Program is a major U.S. rail infrastructure initiative to expand and modernize the Northeast Corridor, including new and rehabilitated tunnels under the Hudson River between New Jersey and New York.
  • D. 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.
  • E. Strategic Partnerships Program
    The Strategic Partnerships Program is a key Saudi Vision 2030 initiative aimed at deepening and expanding Saudi Arabia’s long-term economic, investment, and political partnerships with leading countries and global institutions.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg Description generation gpt-5.1
Instruction
Generate a one-sentence description of the target entity. 
You are given a context triple in the form (subject, predicate, object), where the object is the target entity. 
# Instructions
Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. 
Avoid repeating the information from the triple, unless really essential.
# Response Format
Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Market Access Program
Triple: [Commodity Credit Corporation, hasProgram, Market Access Program]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Market Access Program
Target entity description: 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.
  • A. 340B Drug Pricing Program
    The 340B Drug Pricing Program is a U.S. federal initiative that requires drug manufacturers to provide outpatient medications to eligible healthcare organizations at significantly reduced prices to support care for underserved patients.
  • B. Patient Care Program
    The Patient Care Program is a philanthropic initiative of the Gordon and Betty Moore Foundation focused on improving the safety, quality, and experience of healthcare for patients and their families.
  • C. Gateway Program
    The Gateway Program is a major U.S. rail infrastructure initiative to expand and modernize the Northeast Corridor, including new and rehabilitated tunnels under the Hudson River between New Jersey and New York.
  • D. 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.
  • E. Strategic Partnerships Program
    The Strategic Partnerships Program is a key Saudi Vision 2030 initiative aimed at deepening and expanding Saudi Arabia’s long-term economic, investment, and political partnerships with leading countries and global institutions.
  • F. None of above. chosen

Provenance (5 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_69aed9477e8c81908bcb862d2db55b1d completed March 9, 2026, 2:29 p.m.
NER Named-entity recognition batch_69af032490888190bbfa422003caca99 completed March 9, 2026, 5:28 p.m.
NED1 Entity disambiguation (via context triple) batch_69b58a00e3308190b4fbed211069204a completed March 14, 2026, 4:17 p.m.
NEDg Description generation batch_69b58aa95428819085048691c77e2aea completed March 14, 2026, 4:19 p.m.
NED2 Entity disambiguation (via description) batch_69b58b34c4e881909fd44fbe8acedda4 completed March 14, 2026, 4:22 p.m.
Created at: March 9, 2026, 3:45 p.m.