Triple

T4186522
Position Surface form Disambiguated ID Type / Status
Subject Commodity Credit Corporation E88323 entity
Predicate hasProgram P178 FINISHED
Object Foreign Market Development Program
The Foreign Market Development Program is a U.S. Department of Agriculture initiative that helps expand and maintain long-term export markets for U.S. agricultural products through cost-share partnerships with trade organizations.
E419203 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: Foreign Market Development Program | Statement: [Commodity Credit Corporation, hasProgram, Foreign Market Development Program]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Foreign Market Development Program
Context triple: [Commodity Credit Corporation, hasProgram, Foreign Market Development Program]
  • A. Small Business Development Center Program
    The Small Business Development Center Program is a nationwide network of local centers that provide counseling, training, and technical assistance to help entrepreneurs start, grow, and manage small businesses.
  • B. Global Development Program
    The Global Development Program is a major initiative of the Bill & Melinda Gates Foundation focused on reducing poverty and improving health and economic opportunities in low- and middle-income countries.
  • C. Center for Global Business and the Economy
    The Center for Global Business and the Economy is a Stanford Graduate School of Business research hub that examines international economic issues, globalization, and their implications for business and public policy.
  • D. Federal Marketplace Strategy management
    Federal Marketplace Strategy management is a program within the U.S. General Services Administration focused on improving how federal agencies buy and manage goods and services through coordinated marketplace planning and oversight.
  • E. National Companies Promotion Program
    The National Companies Promotion Program is a Saudi Arabian initiative aimed at developing and empowering leading domestic firms to become globally competitive champions in line with the economic diversification goals of Vision 2030.
  • 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: Foreign Market Development Program
Triple: [Commodity Credit Corporation, hasProgram, Foreign Market Development Program]
Generated description
The Foreign Market Development Program is a U.S. Department of Agriculture initiative that helps expand and maintain long-term export markets for U.S. agricultural products through cost-share partnerships with trade organizations.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Foreign Market Development Program
Target entity description: The Foreign Market Development Program is a U.S. Department of Agriculture initiative that helps expand and maintain long-term export markets for U.S. agricultural products through cost-share partnerships with trade organizations.
  • A. Small Business Development Center Program
    The Small Business Development Center Program is a nationwide network of local centers that provide counseling, training, and technical assistance to help entrepreneurs start, grow, and manage small businesses.
  • B. Global Development Program
    The Global Development Program is a major initiative of the Bill & Melinda Gates Foundation focused on reducing poverty and improving health and economic opportunities in low- and middle-income countries.
  • C. Center for Global Business and the Economy
    The Center for Global Business and the Economy is a Stanford Graduate School of Business research hub that examines international economic issues, globalization, and their implications for business and public policy.
  • D. Federal Marketplace Strategy management
    Federal Marketplace Strategy management is a program within the U.S. General Services Administration focused on improving how federal agencies buy and manage goods and services through coordinated marketplace planning and oversight.
  • E. National Companies Promotion Program
    The National Companies Promotion Program is a Saudi Arabian initiative aimed at developing and empowering leading domestic firms to become globally competitive champions in line with the economic diversification goals of Vision 2030.
  • 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.