Triple

T17269053
Position Surface form Disambiguated ID Type / Status
Subject Foreign Market Development Program E419203 entity
Predicate relatedProgram P37 FINISHED
Object Emerging Markets Program E1260459 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: Emerging Markets Program | Statement: [Foreign Market Development Program, relatedProgram, Emerging Markets Program]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Emerging Markets Program
Context triple: [Foreign Market Development Program, relatedProgram, Emerging Markets Program]
  • A. Emerging Markets Program chosen
    The Emerging Markets Program is a U.S. Department of Agriculture initiative that helps develop and expand agricultural export opportunities in emerging foreign markets.
  • B. 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.
  • C. Global Finance program
    The Global Finance program is a graduate-level academic track at Yonsei University's Graduate School of International Studies that focuses on international financial markets, institutions, and policy.
  • D. Securities Markets Programme
    The Securities Markets Programme was a crisis-era bond-buying initiative by the European Central Bank aimed at stabilizing stressed euro area sovereign debt markets.
  • E. 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.
  • 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_6a0180ce69d08190aa254f219a572a92 completed May 11, 2026, 7:10 a.m.
Created at: April 10, 2026, 5:40 a.m.