Triple

T17269004
Position Surface form Disambiguated ID Type / Status
Subject Market Access Program E419202 entity
Predicate relatedProgram P37 FINISHED
Object Foreign Market Development Program E419203 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: Foreign Market Development Program | Statement: [Market Access Program, relatedProgram, Foreign Market Development Program]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Foreign Market Development Program
Context triple: [Market Access Program, relatedProgram, Foreign Market Development Program]
  • A. Foreign Market Development Program chosen
    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.
  • B. 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.
  • C. International Development Program
    The International Development Program is a graduate-level academic program focused on the theories, policies, and practical skills needed to address economic and social development challenges in the Asia-Pacific and beyond.
  • D. 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.
  • E. Global Economy and Development Program
    The Global Economy and Development Program is a Brookings Institution research initiative that analyzes worldwide economic trends and development challenges to inform international policy and practice.
  • 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_69d886da626481908a14ce7830329a35 completed April 10, 2026, 5:12 a.m.
NER Named-entity recognition batch_69e42f4803b48190894b3bb9a4970602 completed April 19, 2026, 1:26 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0179482a348190a00dd3cd5076431e completed May 11, 2026, 6:38 a.m.
Created at: April 10, 2026, 5:40 a.m.