Triple

T17268967
Position Surface form Disambiguated ID Type / Status
Subject Market Access Program E419202 entity
Predicate predecessor P97 FINISHED
Object Targeted Export Assistance Program
The Targeted Export Assistance Program was a U.S. Department of Agriculture initiative that provided financial assistance to help American agricultural producers develop and expand export markets for their products.
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: Targeted Export Assistance Program | Statement: [Market Access Program, predecessor, Targeted Export Assistance Program]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Targeted Export Assistance Program
Context triple: [Market Access Program, predecessor, Targeted Export Assistance Program]
  • A. 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.
  • B. Trade Adjustment Assistance for Firms program
    The Trade Adjustment Assistance for Firms program is a federal initiative that helps U.S. companies hurt by import competition become more competitive through technical assistance and business improvement projects.
  • C. Export Credit Guarantee Program (GSM-102)
    The Export Credit Guarantee Program (GSM-102) is a U.S. government initiative that encourages commercial financing of U.S. agricultural exports by providing credit guarantees to approved foreign buyers.
  • D. Economic Adjustment Assistance program
    The Economic Adjustment Assistance program is a U.S. federal initiative that provides flexible funding and technical support to help communities respond to economic disruptions and foster long-term economic resilience and growth.
  • E. 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.
  • 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: Targeted Export Assistance Program
Triple: [Market Access Program, predecessor, Targeted Export Assistance Program]
Generated description
The Targeted Export Assistance Program was a U.S. Department of Agriculture initiative that provided financial assistance to help American agricultural producers develop and expand export markets for their products.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Targeted Export Assistance Program
Target entity description: The Targeted Export Assistance Program was a U.S. Department of Agriculture initiative that provided financial assistance to help American agricultural producers develop and expand export markets for their products.
  • 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. Trade Adjustment Assistance for Firms program
    The Trade Adjustment Assistance for Firms program is a federal initiative that helps U.S. companies hurt by import competition become more competitive through technical assistance and business improvement projects.
  • C. Export Credit Guarantee Program (GSM-102)
    The Export Credit Guarantee Program (GSM-102) is a U.S. government initiative that encourages commercial financing of U.S. agricultural exports by providing credit guarantees to approved foreign buyers.
  • D. Economic Adjustment Assistance program
    The Economic Adjustment Assistance program is a U.S. federal initiative that provides flexible funding and technical support to help communities respond to economic disruptions and foster long-term economic resilience and growth.
  • E. 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.
  • F. None of above.

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_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.
NEDg Description generation batch_6a017b6a0ee48190860c4f981003d32e completed May 11, 2026, 6:47 a.m.
NED2 Entity disambiguation (via description) batch_6a017c3925d081908819faa6b1790bd5 completed May 11, 2026, 6:50 a.m.
Created at: April 10, 2026, 5:40 a.m.